WEBVTT
Kind: captions
Language: en

00:00:00.000 --> 00:00:01.429 align:start position:0%
 
It's<00:00:00.240><c> no</c><00:00:00.400><c> secret</c><00:00:00.640><c> that</c><00:00:00.800><c> Cursor</c><00:00:01.120><c> has</c><00:00:01.280><c> been</c>

00:00:01.429 --> 00:00:01.439 align:start position:0%
It's no secret that Cursor has been
 

00:00:01.439 --> 00:00:03.030 align:start position:0%
It's no secret that Cursor has been
trying<00:00:01.600><c> to</c><00:00:01.680><c> cook</c><00:00:01.920><c> their</c><00:00:02.159><c> own</c><00:00:02.320><c> model</c><00:00:02.560><c> for</c><00:00:02.720><c> a</c><00:00:02.879><c> bit</c>

00:00:03.030 --> 00:00:03.040 align:start position:0%
trying to cook their own model for a bit
 

00:00:03.040 --> 00:00:04.630 align:start position:0%
trying to cook their own model for a bit
now,<00:00:03.280><c> and</c><00:00:03.439><c> it</c><00:00:03.600><c> seems</c><00:00:03.760><c> like</c><00:00:03.919><c> they</c><00:00:04.080><c> succeeded.</c>

00:00:04.630 --> 00:00:04.640 align:start position:0%
now, and it seems like they succeeded.
 

00:00:04.640 --> 00:00:06.789 align:start position:0%
now, and it seems like they succeeded.
Composer<00:00:05.120><c> 2</c><00:00:05.359><c> is</c><00:00:05.600><c> incredible.</c><00:00:06.080><c> It</c><00:00:06.319><c> beats</c><00:00:06.560><c> out</c>

00:00:06.789 --> 00:00:06.799 align:start position:0%
Composer 2 is incredible. It beats out
 

00:00:06.799 --> 00:00:08.310 align:start position:0%
Composer 2 is incredible. It beats out
Opus<00:00:07.200><c> in</c><00:00:07.359><c> a</c><00:00:07.520><c> lot</c><00:00:07.600><c> of</c><00:00:07.759><c> different</c><00:00:07.919><c> things.</c>

00:00:08.310 --> 00:00:08.320 align:start position:0%
Opus in a lot of different things.
 

00:00:08.320 --> 00:00:09.750 align:start position:0%
Opus in a lot of different things.
That's<00:00:08.480><c> why</c><00:00:08.639><c> I'm</c><00:00:08.800><c> so</c><00:00:09.040><c> excited</c><00:00:09.200><c> to</c><00:00:09.440><c> show</c><00:00:09.599><c> you</c>

00:00:09.750 --> 00:00:09.760 align:start position:0%
That's why I'm so excited to show you
 

00:00:09.760 --> 00:00:12.950 align:start position:0%
That's why I'm so excited to show you
guys.<00:00:10.880><c> That's</c><00:00:11.280><c> not</c><00:00:11.519><c> the</c><00:00:11.840><c> new</c><00:00:12.080><c> cursor</c><00:00:12.559><c> model.</c>

00:00:12.950 --> 00:00:12.960 align:start position:0%
guys. That's not the new cursor model.
 

00:00:12.960 --> 00:00:15.749 align:start position:0%
guys. That's not the new cursor model.
That's<00:00:13.200><c> Kimmy</c><00:00:13.679><c> K2.5,</c><00:00:14.639><c> the</c><00:00:14.960><c> openweight</c><00:00:15.519><c> model</c>

00:00:15.749 --> 00:00:15.759 align:start position:0%
That's Kimmy K2.5, the openweight model
 

00:00:15.759 --> 00:00:18.230 align:start position:0%
That's Kimmy K2.5, the openweight model
from<00:00:16.000><c> Moonshot</c><00:00:16.560><c> AI.</c><00:00:17.119><c> Why</c><00:00:17.279><c> is</c><00:00:17.440><c> that</c><00:00:17.680><c> here?</c><00:00:18.080><c> I</c>

00:00:18.230 --> 00:00:18.240 align:start position:0%
from Moonshot AI. Why is that here? I
 

00:00:18.240 --> 00:00:18.870 align:start position:0%
from Moonshot AI. Why is that here? I
thought<00:00:18.320><c> we</c><00:00:18.480><c> were</c><00:00:18.560><c> supposed</c><00:00:18.640><c> to</c><00:00:18.720><c> be</c><00:00:18.800><c> talking</c>

00:00:18.870 --> 00:00:18.880 align:start position:0%
thought we were supposed to be talking
 

00:00:18.880 --> 00:00:20.470 align:start position:0%
thought we were supposed to be talking
about<00:00:19.039><c> Composer</c><00:00:19.439><c> 2,</c><00:00:19.600><c> the</c><00:00:19.760><c> new</c><00:00:19.840><c> model</c><00:00:20.080><c> cursor</c>

00:00:20.470 --> 00:00:20.480 align:start position:0%
about Composer 2, the new model cursor
 

00:00:20.480 --> 00:00:21.750 align:start position:0%
about Composer 2, the new model cursor
just<00:00:20.640><c> shipped</c><00:00:20.880><c> that</c><00:00:21.119><c> is</c><00:00:21.279><c> performing</c>

00:00:21.750 --> 00:00:21.760 align:start position:0%
just shipped that is performing
 

00:00:21.760 --> 00:00:23.990 align:start position:0%
just shipped that is performing
incredibly<00:00:22.240><c> well</c><00:00:22.480><c> and</c><00:00:22.720><c> for</c><00:00:22.960><c> insanely</c><00:00:23.439><c> cheap.</c>

00:00:23.990 --> 00:00:24.000 align:start position:0%
incredibly well and for insanely cheap.
 

00:00:24.000 --> 00:00:25.590 align:start position:0%
incredibly well and for insanely cheap.
Well,<00:00:24.560><c> that's</c><00:00:24.800><c> what</c><00:00:24.880><c> we</c><00:00:25.039><c> were</c><00:00:25.199><c> supposed</c><00:00:25.439><c> to</c>

00:00:25.590 --> 00:00:25.600 align:start position:0%
Well, that's what we were supposed to
 

00:00:25.600 --> 00:00:27.429 align:start position:0%
Well, that's what we were supposed to
talk<00:00:25.840><c> about</c><00:00:26.160><c> until</c><00:00:26.480><c> this</c><00:00:26.720><c> tweet</c><00:00:26.960><c> occurred</c>

00:00:27.429 --> 00:00:27.439 align:start position:0%
talk about until this tweet occurred
 

00:00:27.439 --> 00:00:29.109 align:start position:0%
talk about until this tweet occurred
where<00:00:27.680><c> somebody</c><00:00:28.080><c> happened</c><00:00:28.400><c> to</c><00:00:28.640><c> notice</c><00:00:28.880><c> when</c>

00:00:29.109 --> 00:00:29.119 align:start position:0%
where somebody happened to notice when
 

00:00:29.119 --> 00:00:31.669 align:start position:0%
where somebody happened to notice when
they<00:00:29.279><c> were</c><00:00:29.439><c> playing</c><00:00:29.760><c> with</c><00:00:30.000><c> the</c><00:00:30.320><c> URLs</c><00:00:30.960><c> for</c>

00:00:31.669 --> 00:00:31.679 align:start position:0%
they were playing with the URLs for
 

00:00:31.679 --> 00:00:33.510 align:start position:0%
they were playing with the URLs for
hitting<00:00:32.000><c> things</c><00:00:32.160><c> through</c><00:00:32.320><c> the</c><00:00:32.480><c> cursor</c><00:00:32.880><c> API</c>

00:00:33.510 --> 00:00:33.520 align:start position:0%
hitting things through the cursor API
 

00:00:33.520 --> 00:00:35.350 align:start position:0%
hitting things through the cursor API
that<00:00:33.760><c> the</c><00:00:33.920><c> new</c><00:00:34.079><c> model</c><00:00:34.559><c> had</c><00:00:34.719><c> an</c><00:00:34.960><c> interesting</c>

00:00:35.350 --> 00:00:35.360 align:start position:0%
that the new model had an interesting
 

00:00:35.360 --> 00:00:37.590 align:start position:0%
that the new model had an interesting
name<00:00:35.520><c> in</c><00:00:35.760><c> it.</c><00:00:36.079><c> Counts</c><00:00:36.480><c> any</c><00:00:36.719><c> sphere</c><00:00:37.040><c> models</c>

00:00:37.590 --> 00:00:37.600 align:start position:0%
name in it. Counts any sphere models
 

00:00:37.600 --> 00:00:44.389 align:start position:0%
name in it. Counts any sphere models
Kimmy<00:00:38.079><c> K2.5</c><00:00:39.440><c> RL</c><00:00:40.000><c> 0317</c><00:00:41.280><c> S515</c><00:00:42.719><c> fast.</c><00:00:43.440><c> Huh.</c><00:00:44.079><c> Turns</c>

00:00:44.389 --> 00:00:44.399 align:start position:0%
Kimmy K2.5 RL 0317 S515 fast. Huh. Turns
 

00:00:44.399 --> 00:00:46.869 align:start position:0%
Kimmy K2.5 RL 0317 S515 fast. Huh. Turns
out<00:00:44.640><c> Cursor's</c><00:00:45.120><c> new</c><00:00:45.280><c> model</c><00:00:45.760><c> might</c><00:00:46.079><c> not</c><00:00:46.239><c> be</c><00:00:46.719><c> all</c>

00:00:46.869 --> 00:00:46.879 align:start position:0%
out Cursor's new model might not be all
 

00:00:46.879 --> 00:00:48.389 align:start position:0%
out Cursor's new model might not be all
that<00:00:47.120><c> new.</c><00:00:47.520><c> There's</c><00:00:47.680><c> a</c><00:00:47.760><c> lot</c><00:00:47.840><c> to</c><00:00:48.000><c> dig</c><00:00:48.160><c> into</c>

00:00:48.389 --> 00:00:48.399 align:start position:0%
that new. There's a lot to dig into
 

00:00:48.399 --> 00:00:50.470 align:start position:0%
that new. There's a lot to dig into
here.<00:00:48.640><c> From</c><00:00:48.879><c> the</c><00:00:49.039><c> actual</c><00:00:49.440><c> performance</c><00:00:50.079><c> costs</c>

00:00:50.470 --> 00:00:50.480 align:start position:0%
here. From the actual performance costs
 

00:00:50.480 --> 00:00:52.069 align:start position:0%
here. From the actual performance costs
and<00:00:50.800><c> experience</c><00:00:51.200><c> you</c><00:00:51.440><c> can</c><00:00:51.600><c> expect</c><00:00:51.840><c> from</c>

00:00:52.069 --> 00:00:52.079 align:start position:0%
and experience you can expect from
 

00:00:52.079 --> 00:00:54.389 align:start position:0%
and experience you can expect from
composer<00:00:52.719><c> to</c><00:00:52.960><c> the</c><00:00:53.120><c> weird</c><00:00:53.600><c> building</c><00:00:53.920><c> on</c><00:00:54.079><c> top</c><00:00:54.239><c> of</c>

00:00:54.389 --> 00:00:54.399 align:start position:0%
composer to the weird building on top of
 

00:00:54.399 --> 00:00:56.389 align:start position:0%
composer to the weird building on top of
Kimmy<00:00:54.800><c> that</c><00:00:55.039><c> was</c><00:00:55.199><c> not</c><00:00:55.360><c> really</c><00:00:55.680><c> disclosed</c><00:00:56.079><c> and</c>

00:00:56.389 --> 00:00:56.399 align:start position:0%
Kimmy that was not really disclosed and
 

00:00:56.399 --> 00:00:58.069 align:start position:0%
Kimmy that was not really disclosed and
might<00:00:56.640><c> be</c><00:00:56.719><c> against</c><00:00:57.039><c> their</c><00:00:57.199><c> license</c><00:00:57.680><c> to</c><00:00:57.920><c> the</c>

00:00:58.069 --> 00:00:58.079 align:start position:0%
might be against their license to the
 

00:00:58.079 --> 00:01:00.069 align:start position:0%
might be against their license to the
deleted<00:00:58.480><c> tweets</c><00:00:58.879><c> from</c><00:00:59.120><c> members</c><00:00:59.440><c> of</c><00:00:59.520><c> the</c><00:00:59.760><c> Kimmy</c>

00:01:00.069 --> 00:01:00.079 align:start position:0%
deleted tweets from members of the Kimmy
 

00:01:00.079 --> 00:01:02.470 align:start position:0%
deleted tweets from members of the Kimmy
moonshot<00:01:00.719><c> team</c><00:01:01.280><c> posting</c><00:01:01.680><c> about</c><00:01:02.000><c> this</c>

00:01:02.470 --> 00:01:02.480 align:start position:0%
moonshot team posting about this
 

00:01:02.480 --> 00:01:05.270 align:start position:0%
moonshot team posting about this
confused<00:01:03.120><c> questioning</c><00:01:03.680><c> things</c><00:01:04.320><c> and</c><00:01:04.879><c> a</c><00:01:05.119><c> hell</c>

00:01:05.270 --> 00:01:05.280 align:start position:0%
confused questioning things and a hell
 

00:01:05.280 --> 00:01:07.030 align:start position:0%
confused questioning things and a hell
of<00:01:05.360><c> a</c><00:01:05.519><c> lot</c><00:01:05.680><c> more.</c><00:01:06.320><c> This</c><00:01:06.560><c> one's</c><00:01:06.720><c> been</c><00:01:06.880><c> a</c>

00:01:07.030 --> 00:01:07.040 align:start position:0%
of a lot more. This one's been a
 

00:01:07.040 --> 00:01:08.390 align:start position:0%
of a lot more. This one's been a
fascinating<00:01:07.439><c> deep</c><00:01:07.680><c> dive</c><00:01:07.840><c> and</c><00:01:08.000><c> I've</c><00:01:08.159><c> done</c><00:01:08.240><c> a</c>

00:01:08.390 --> 00:01:08.400 align:start position:0%
fascinating deep dive and I've done a
 

00:01:08.400 --> 00:01:09.830 align:start position:0%
fascinating deep dive and I've done a
bunch<00:01:08.560><c> of</c><00:01:08.640><c> research</c><00:01:08.880><c> ahead</c><00:01:09.200><c> of</c><00:01:09.360><c> time</c><00:01:09.439><c> to</c><00:01:09.680><c> try</c>

00:01:09.830 --> 00:01:09.840 align:start position:0%
bunch of research ahead of time to try
 

00:01:09.840 --> 00:01:11.990 align:start position:0%
bunch of research ahead of time to try
and<00:01:10.080><c> cover</c><00:01:10.240><c> it</c><00:01:10.479><c> to</c><00:01:10.640><c> the</c><00:01:10.799><c> best</c><00:01:11.040><c> of</c><00:01:11.200><c> my</c><00:01:11.360><c> ability.</c>

00:01:11.990 --> 00:01:12.000 align:start position:0%
and cover it to the best of my ability.
 

00:01:12.000 --> 00:01:13.750 align:start position:0%
and cover it to the best of my ability.
As<00:01:12.240><c> you</c><00:01:12.320><c> all</c><00:01:12.479><c> know,</c><00:01:12.720><c> I</c><00:01:12.960><c> am</c><00:01:13.119><c> an</c><00:01:13.280><c> investor</c><00:01:13.600><c> in</c>

00:01:13.750 --> 00:01:13.760 align:start position:0%
As you all know, I am an investor in
 

00:01:13.760 --> 00:01:15.429 align:start position:0%
As you all know, I am an investor in
Cursor<00:01:14.240><c> but</c><00:01:14.320><c> they</c><00:01:14.479><c> are</c><00:01:14.640><c> not</c><00:01:14.720><c> paying</c><00:01:14.960><c> me</c><00:01:15.119><c> in</c><00:01:15.280><c> any</c>

00:01:15.429 --> 00:01:15.439 align:start position:0%
Cursor but they are not paying me in any
 

00:01:15.439 --> 00:01:17.109 align:start position:0%
Cursor but they are not paying me in any
way,<00:01:15.600><c> shape</c><00:01:15.760><c> or</c><00:01:15.920><c> form</c><00:01:16.159><c> to</c><00:01:16.320><c> cover</c><00:01:16.479><c> any</c><00:01:16.640><c> of</c><00:01:16.799><c> this.</c>

00:01:17.109 --> 00:01:17.119 align:start position:0%
way, shape or form to cover any of this.
 

00:01:17.119 --> 00:01:18.390 align:start position:0%
way, shape or form to cover any of this.
As<00:01:17.360><c> you</c><00:01:17.520><c> can</c><00:01:17.680><c> imagine,</c><00:01:17.920><c> they</c><00:01:18.159><c> probably</c><00:01:18.320><c> don't</c>

00:01:18.390 --> 00:01:18.400 align:start position:0%
As you can imagine, they probably don't
 

00:01:18.400 --> 00:01:20.070 align:start position:0%
As you can imagine, they probably don't
want<00:01:18.560><c> me</c><00:01:18.720><c> covering</c><00:01:18.880><c> this</c><00:01:19.119><c> drama</c><00:01:19.439><c> too</c><00:01:19.600><c> much.</c>

00:01:20.070 --> 00:01:20.080 align:start position:0%
want me covering this drama too much.
 

00:01:20.080 --> 00:01:21.910 align:start position:0%
want me covering this drama too much.
Never<00:01:20.400><c> been</c><00:01:20.560><c> the</c><00:01:20.720><c> biggest</c><00:01:20.960><c> fan</c><00:01:21.119><c> of</c><00:01:21.280><c> drama,</c><00:01:21.680><c> but</c>

00:01:21.910 --> 00:01:21.920 align:start position:0%
Never been the biggest fan of drama, but
 

00:01:21.920 --> 00:01:23.270 align:start position:0%
Never been the biggest fan of drama, but
this<00:01:22.080><c> one's</c><00:01:22.400><c> important</c><00:01:22.640><c> enough</c><00:01:22.880><c> and</c><00:01:23.119><c> has</c>

00:01:23.270 --> 00:01:23.280 align:start position:0%
this one's important enough and has
 

00:01:23.280 --> 00:01:24.710 align:start position:0%
this one's important enough and has
enough<00:01:23.520><c> good</c><00:01:23.680><c> learnings</c><00:01:24.080><c> that</c><00:01:24.240><c> I</c><00:01:24.400><c> think</c><00:01:24.479><c> it's</c>

00:01:24.710 --> 00:01:24.720 align:start position:0%
enough good learnings that I think it's
 

00:01:24.720 --> 00:01:26.870 align:start position:0%
enough good learnings that I think it's
worth<00:01:25.040><c> covering</c><00:01:25.360><c> and</c><00:01:25.600><c> discussing</c><00:01:26.000><c> in</c><00:01:26.320><c> detail.</c>

00:01:26.870 --> 00:01:26.880 align:start position:0%
worth covering and discussing in detail.
 

00:01:26.880 --> 00:01:28.390 align:start position:0%
worth covering and discussing in detail.
There<00:01:27.119><c> is</c><00:01:27.280><c> something</c><00:01:27.360><c> I</c><00:01:27.600><c> am</c><00:01:27.680><c> a</c><00:01:27.840><c> huge</c><00:01:28.000><c> fan</c><00:01:28.159><c> of</c>

00:01:28.390 --> 00:01:28.400 align:start position:0%
There is something I am a huge fan of
 

00:01:28.400 --> 00:01:30.070 align:start position:0%
There is something I am a huge fan of
though,<00:01:28.799><c> today's</c><00:01:29.119><c> sponsor.</c><00:01:29.520><c> Nowadays,</c><00:01:29.920><c> it</c>

00:01:30.070 --> 00:01:30.080 align:start position:0%
though, today's sponsor. Nowadays, it
 

00:01:30.080 --> 00:01:31.030 align:start position:0%
though, today's sponsor. Nowadays, it
feels<00:01:30.320><c> like</c><00:01:30.400><c> there's</c><00:01:30.640><c> nothing</c><00:01:30.799><c> that</c>

00:01:31.030 --> 00:01:31.040 align:start position:0%
feels like there's nothing that
 

00:01:31.040 --> 00:01:33.190 align:start position:0%
feels like there's nothing that
Anthropic<00:01:31.600><c> and</c><00:01:31.759><c> OpenAI</c><00:01:32.400><c> can</c><00:01:32.479><c> agree</c><00:01:32.720><c> on.</c><00:01:33.040><c> What</c>

00:01:33.190 --> 00:01:33.200 align:start position:0%
Anthropic and OpenAI can agree on. What
 

00:01:33.200 --> 00:01:34.710 align:start position:0%
Anthropic and OpenAI can agree on. What
if<00:01:33.360><c> I</c><00:01:33.439><c> told</c><00:01:33.600><c> you</c><00:01:33.759><c> there's</c><00:01:34.079><c> one</c><00:01:34.320><c> important</c>

00:01:34.710 --> 00:01:34.720 align:start position:0%
if I told you there's one important
 

00:01:34.720 --> 00:01:36.550 align:start position:0%
if I told you there's one important
thing<00:01:34.880><c> that</c><00:01:35.119><c> they</c><00:01:35.280><c> do</c><00:01:35.439><c> agree</c><00:01:35.759><c> on,</c><00:01:36.159><c> as</c><00:01:36.320><c> well</c><00:01:36.400><c> as</c>

00:01:36.550 --> 00:01:36.560 align:start position:0%
thing that they do agree on, as well as
 

00:01:36.560 --> 00:01:39.190 align:start position:0%
thing that they do agree on, as well as
T3<00:01:37.040><c> Chat,</c><00:01:37.360><c> Verscell,</c><00:01:37.920><c> Perplexity,</c><00:01:38.560><c> and</c><00:01:38.799><c> many</c>

00:01:39.190 --> 00:01:39.200 align:start position:0%
T3 Chat, Verscell, Perplexity, and many
 

00:01:39.200 --> 00:01:41.429 align:start position:0%
T3 Chat, Verscell, Perplexity, and many
other<00:01:39.439><c> businesses.</c><00:01:40.320><c> In</c><00:01:40.560><c> fact,</c><00:01:40.799><c> it's</c><00:01:40.960><c> a</c><00:01:41.200><c> thing</c>

00:01:41.429 --> 00:01:41.439 align:start position:0%
other businesses. In fact, it's a thing
 

00:01:41.439 --> 00:01:42.950 align:start position:0%
other businesses. In fact, it's a thing
all<00:01:41.680><c> of</c><00:01:41.840><c> these</c><00:01:42.159><c> companies</c><00:01:42.479><c> agree</c><00:01:42.720><c> on,</c>

00:01:42.950 --> 00:01:42.960 align:start position:0%
all of these companies agree on,
 

00:01:42.960 --> 00:01:44.870 align:start position:0%
all of these companies agree on,
including<00:01:43.280><c> Carta,</c><00:01:43.680><c> Replet,</c><00:01:44.159><c> AMP,</c><00:01:44.560><c> Bolt,</c>

00:01:44.870 --> 00:01:44.880 align:start position:0%
including Carta, Replet, AMP, Bolt,
 

00:01:44.880 --> 00:01:47.830 align:start position:0%
including Carta, Replet, AMP, Bolt,
Vanta,<00:01:45.360><c> and</c><00:01:45.840><c> so</c><00:01:46.240><c> many</c><00:01:46.560><c> other</c><00:01:46.880><c> big</c><00:01:47.119><c> businesses.</c>

00:01:47.830 --> 00:01:47.840 align:start position:0%
Vanta, and so many other big businesses.
 

00:01:47.840 --> 00:01:48.870 align:start position:0%
Vanta, and so many other big businesses.
You<00:01:48.000><c> probably</c><00:01:48.159><c> know</c><00:01:48.320><c> what</c><00:01:48.479><c> it</c><00:01:48.560><c> is</c><00:01:48.640><c> if</c><00:01:48.799><c> you've</c>

00:01:48.870 --> 00:01:48.880 align:start position:0%
You probably know what it is if you've
 

00:01:48.880 --> 00:01:50.550 align:start position:0%
You probably know what it is if you've
been<00:01:49.040><c> watching</c><00:01:49.280><c> my</c><00:01:49.439><c> videos</c><00:01:49.759><c> recently.</c><00:01:50.320><c> It's</c>

00:01:50.550 --> 00:01:50.560 align:start position:0%
been watching my videos recently. It's
 

00:01:50.560 --> 00:01:52.310 align:start position:0%
been watching my videos recently. It's
work<00:01:50.880><c> OS.</c><00:01:51.280><c> The</c><00:01:51.520><c> best</c><00:01:51.680><c> solution</c><00:01:52.079><c> for</c>

00:01:52.310 --> 00:01:52.320 align:start position:0%
work OS. The best solution for
 

00:01:52.320 --> 00:01:54.149 align:start position:0%
work OS. The best solution for
enterprise<00:01:52.880><c> ready</c><00:01:53.119><c> O.</c><00:01:53.520><c> If</c><00:01:53.680><c> you</c><00:01:53.759><c> want</c><00:01:53.840><c> to</c><00:01:54.000><c> make</c>

00:01:54.149 --> 00:01:54.159 align:start position:0%
enterprise ready O. If you want to make
 

00:01:54.159 --> 00:01:55.990 align:start position:0%
enterprise ready O. If you want to make
your<00:01:54.479><c> project</c><00:01:54.880><c> ready</c><00:01:55.119><c> to</c><00:01:55.280><c> go</c><00:01:55.439><c> for</c><00:01:55.680><c> big</c>

00:01:55.990 --> 00:01:56.000 align:start position:0%
your project ready to go for big
 

00:01:56.000 --> 00:01:57.749 align:start position:0%
your project ready to go for big
companies<00:01:56.320><c> to</c><00:01:56.560><c> adopt,</c><00:01:56.960><c> there</c><00:01:57.200><c> is</c><00:01:57.360><c> no</c><00:01:57.520><c> better</c>

00:01:57.749 --> 00:01:57.759 align:start position:0%
companies to adopt, there is no better
 

00:01:57.759 --> 00:01:59.670 align:start position:0%
companies to adopt, there is no better
place<00:01:58.000><c> to</c><00:01:58.159><c> start</c><00:01:58.399><c> than</c><00:01:58.640><c> work</c><00:01:58.880><c> OS.</c><00:01:59.280><c> There's</c><00:01:59.520><c> two</c>

00:01:59.670 --> 00:01:59.680 align:start position:0%
place to start than work OS. There's two
 

00:01:59.680 --> 00:02:01.109 align:start position:0%
place to start than work OS. There's two
types<00:01:59.840><c> of</c><00:02:00.000><c> devs</c><00:02:00.320><c> in</c><00:02:00.399><c> the</c><00:02:00.479><c> world.</c><00:02:00.799><c> There's</c><00:02:00.960><c> the</c>

00:02:01.109 --> 00:02:01.119 align:start position:0%
types of devs in the world. There's the
 

00:02:01.119 --> 00:02:03.429 align:start position:0%
types of devs in the world. There's the
type<00:02:01.280><c> that</c><00:02:01.520><c> hear</c><00:02:01.680><c> about</c><00:02:01.920><c> Octa,</c><00:02:02.399><c> SAML,</c><00:02:02.960><c> Duo,</c>

00:02:03.429 --> 00:02:03.439 align:start position:0%
type that hear about Octa, SAML, Duo,
 

00:02:03.439 --> 00:02:06.069 align:start position:0%
type that hear about Octa, SAML, Duo,
ADP,<00:02:04.159><c> ADFS,</c><00:02:04.799><c> and</c><00:02:04.960><c> more</c><00:02:05.439><c> and</c><00:02:05.680><c> don't</c><00:02:05.920><c> really</c>

00:02:06.069 --> 00:02:06.079 align:start position:0%
ADP, ADFS, and more and don't really
 

00:02:06.079 --> 00:02:07.670 align:start position:0%
ADP, ADFS, and more and don't really
know<00:02:06.240><c> what</c><00:02:06.399><c> they</c><00:02:06.640><c> are.</c><00:02:06.960><c> And</c><00:02:07.119><c> then</c><00:02:07.280><c> there's</c><00:02:07.520><c> the</c>

00:02:07.670 --> 00:02:07.680 align:start position:0%
know what they are. And then there's the
 

00:02:07.680 --> 00:02:10.070 align:start position:0%
know what they are. And then there's the
type<00:02:07.840><c> of</c><00:02:08.000><c> dev</c><00:02:08.319><c> that</c><00:02:08.640><c> feels</c><00:02:09.039><c> their</c><00:02:09.280><c> heart</c><00:02:09.679><c> sink</c>

00:02:10.070 --> 00:02:10.080 align:start position:0%
type of dev that feels their heart sink
 

00:02:10.080 --> 00:02:11.910 align:start position:0%
type of dev that feels their heart sink
as<00:02:10.239><c> soon</c><00:02:10.399><c> as</c><00:02:10.640><c> any</c><00:02:10.959><c> of</c><00:02:11.120><c> these</c><00:02:11.440><c> terms</c><00:02:11.760><c> are</c>

00:02:11.910 --> 00:02:11.920 align:start position:0%
as soon as any of these terms are
 

00:02:11.920 --> 00:02:13.589 align:start position:0%
as soon as any of these terms are
mentioned<00:02:12.400><c> because</c><00:02:12.640><c> setting</c><00:02:12.959><c> all</c><00:02:13.120><c> of</c><00:02:13.200><c> this</c><00:02:13.440><c> up</c>

00:02:13.589 --> 00:02:13.599 align:start position:0%
mentioned because setting all of this up
 

00:02:13.599 --> 00:02:15.510 align:start position:0%
mentioned because setting all of this up
is<00:02:13.920><c> the</c><00:02:14.160><c> worst.</c><00:02:14.720><c> And</c><00:02:14.959><c> every</c><00:02:15.200><c> different</c>

00:02:15.510 --> 00:02:15.520 align:start position:0%
is the worst. And every different
 

00:02:15.520 --> 00:02:16.869 align:start position:0%
is the worst. And every different
company<00:02:15.920><c> has</c><00:02:16.080><c> their</c><00:02:16.319><c> own</c><00:02:16.480><c> weird</c>

00:02:16.869 --> 00:02:16.879 align:start position:0%
company has their own weird
 

00:02:16.879 --> 00:02:18.710 align:start position:0%
company has their own weird
implementation<00:02:17.440><c> of</c><00:02:17.760><c> one</c><00:02:18.000><c> of</c><00:02:18.080><c> these</c><00:02:18.400><c> many</c>

00:02:18.710 --> 00:02:18.720 align:start position:0%
implementation of one of these many
 

00:02:18.720 --> 00:02:20.390 align:start position:0%
implementation of one of these many
different<00:02:19.040><c> standards.</c><00:02:19.680><c> And</c><00:02:19.840><c> if</c><00:02:20.000><c> you</c><00:02:20.080><c> want</c><00:02:20.239><c> the</c>

00:02:20.390 --> 00:02:20.400 align:start position:0%
different standards. And if you want the
 

00:02:20.400 --> 00:02:21.830 align:start position:0%
different standards. And if you want the
employees<00:02:20.800><c> of</c><00:02:20.959><c> that</c><00:02:21.120><c> company</c><00:02:21.360><c> to</c><00:02:21.520><c> be</c><00:02:21.680><c> able</c><00:02:21.760><c> to</c>

00:02:21.830 --> 00:02:21.840 align:start position:0%
employees of that company to be able to
 

00:02:21.840 --> 00:02:23.510 align:start position:0%
employees of that company to be able to
sign<00:02:22.080><c> into</c><00:02:22.319><c> your</c><00:02:22.640><c> application,</c><00:02:23.280><c> you're</c>

00:02:23.510 --> 00:02:23.520 align:start position:0%
sign into your application, you're
 

00:02:23.520 --> 00:02:25.190 align:start position:0%
sign into your application, you're
either<00:02:23.760><c> going</c><00:02:23.840><c> to</c><00:02:23.920><c> write</c><00:02:24.160><c> a</c><00:02:24.400><c> lot</c><00:02:24.480><c> of</c><00:02:24.640><c> miserable</c>

00:02:25.190 --> 00:02:25.200 align:start position:0%
either going to write a lot of miserable
 

00:02:25.200 --> 00:02:27.670 align:start position:0%
either going to write a lot of miserable
glue<00:02:25.520><c> code</c><00:02:25.680><c> and</c><00:02:25.840><c> be</c><00:02:26.000><c> the</c><00:02:26.160><c> IT</c><00:02:26.560><c> team's</c><00:02:26.959><c> nightmare</c>

00:02:27.670 --> 00:02:27.680 align:start position:0%
glue code and be the IT team's nightmare
 

00:02:27.680 --> 00:02:29.910 align:start position:0%
glue code and be the IT team's nightmare
or<00:02:28.000><c> you're</c><00:02:28.239><c> using</c><00:02:28.480><c> work</c><00:02:28.800><c> OS</c><00:02:29.200><c> and</c><00:02:29.360><c> you</c><00:02:29.520><c> can</c><00:02:29.680><c> just</c>

00:02:29.910 --> 00:02:29.920 align:start position:0%
or you're using work OS and you can just
 

00:02:29.920 --> 00:02:31.750 align:start position:0%
or you're using work OS and you can just
send<00:02:30.160><c> a</c><00:02:30.319><c> link</c><00:02:30.480><c> to</c><00:02:30.640><c> the</c><00:02:30.800><c> IT</c><00:02:31.120><c> team</c><00:02:31.280><c> at</c><00:02:31.520><c> that</c>

00:02:31.750 --> 00:02:31.760 align:start position:0%
send a link to the IT team at that
 

00:02:31.760 --> 00:02:33.430 align:start position:0%
send a link to the IT team at that
company<00:02:32.000><c> and</c><00:02:32.239><c> they're</c><00:02:32.480><c> ready</c><00:02:32.640><c> to</c><00:02:32.879><c> go.</c><00:02:33.120><c> And</c><00:02:33.280><c> I</c>

00:02:33.430 --> 00:02:33.440 align:start position:0%
company and they're ready to go. And I
 

00:02:33.440 --> 00:02:34.229 align:start position:0%
company and they're ready to go. And I
probably<00:02:33.599><c> should</c><00:02:33.760><c> have</c><00:02:33.920><c> mentioned</c><00:02:34.080><c> this</c>

00:02:34.229 --> 00:02:34.239 align:start position:0%
probably should have mentioned this
 

00:02:34.239 --> 00:02:35.589 align:start position:0%
probably should have mentioned this
before.<00:02:34.720><c> It's</c><00:02:34.879><c> not</c><00:02:35.040><c> hidden</c><00:02:35.280><c> in</c><00:02:35.440><c> some</c>

00:02:35.589 --> 00:02:35.599 align:start position:0%
before. It's not hidden in some
 

00:02:35.599 --> 00:02:37.990 align:start position:0%
before. It's not hidden in some
dashboard.<00:02:36.319><c> You</c><00:02:36.480><c> can</c><00:02:36.640><c> write</c><00:02:36.959><c> code</c><00:02:37.360><c> to</c><00:02:37.599><c> trigger</c>

00:02:37.990 --> 00:02:38.000 align:start position:0%
dashboard. You can write code to trigger
 

00:02:38.000 --> 00:02:39.350 align:start position:0%
dashboard. You can write code to trigger
the<00:02:38.160><c> onboarding.</c><00:02:38.800><c> If</c><00:02:38.959><c> you're</c><00:02:39.040><c> trying</c><00:02:39.120><c> to</c><00:02:39.280><c> make</c>

00:02:39.350 --> 00:02:39.360 align:start position:0%
the onboarding. If you're trying to make
 

00:02:39.360 --> 00:02:41.110 align:start position:0%
the onboarding. If you're trying to make
it<00:02:39.599><c> easier</c><00:02:39.760><c> for</c><00:02:40.000><c> real</c><00:02:40.239><c> businesses</c><00:02:40.560><c> to</c><00:02:40.720><c> onboard</c>

00:02:41.110 --> 00:02:41.120 align:start position:0%
it easier for real businesses to onboard
 

00:02:41.120 --> 00:02:43.910 align:start position:0%
it easier for real businesses to onboard
into<00:02:41.360><c> your</c><00:02:41.519><c> app,</c><00:02:41.840><c> look</c><00:02:42.080><c> no</c><00:02:42.239><c> further</c><00:02:42.400><c> than</c><00:02:42.640><c> soy.</c>

00:02:43.910 --> 00:02:43.920 align:start position:0%
into your app, look no further than soy.
 

00:02:43.920 --> 00:02:46.309 align:start position:0%
into your app, look no further than soy.
OoS.<00:02:44.560><c> So,</c><00:02:44.720><c> let's</c><00:02:44.959><c> start</c><00:02:45.200><c> from</c><00:02:45.519><c> the</c><00:02:45.760><c> top.</c>

00:02:46.309 --> 00:02:46.319 align:start position:0%
OoS. So, let's start from the top.
 

00:02:46.319 --> 00:02:48.869 align:start position:0%
OoS. So, let's start from the top.
Composer<00:02:47.120><c> 2.</c><00:02:47.519><c> This</c><00:02:47.680><c> is</c><00:02:47.760><c> a</c><00:02:48.080><c> new</c><00:02:48.319><c> model</c><00:02:48.640><c> that</c>

00:02:48.869 --> 00:02:48.879 align:start position:0%
Composer 2. This is a new model that
 

00:02:48.879 --> 00:02:51.670 align:start position:0%
Composer 2. This is a new model that
exists<00:02:49.280><c> incursor</c><00:02:50.000><c> and</c><00:02:50.319><c> only</c><00:02:50.720><c> incursor,</c><00:02:51.440><c> which</c>

00:02:51.670 --> 00:02:51.680 align:start position:0%
exists incursor and only incursor, which
 

00:02:51.680 --> 00:02:53.830 align:start position:0%
exists incursor and only incursor, which
is<00:02:51.760><c> a</c><00:02:52.080><c> a</c><00:02:52.400><c> thing</c><00:02:52.560><c> I'm</c><00:02:52.720><c> not</c><00:02:52.879><c> the</c><00:02:53.040><c> biggest</c><00:02:53.360><c> fan</c><00:02:53.519><c> of</c>

00:02:53.830 --> 00:02:53.840 align:start position:0%
is a a thing I'm not the biggest fan of
 

00:02:53.840 --> 00:02:55.910 align:start position:0%
is a a thing I'm not the biggest fan of
for<00:02:54.080><c> a</c><00:02:54.239><c> bunch</c><00:02:54.400><c> of</c><00:02:54.560><c> different</c><00:02:54.879><c> reasons.</c><00:02:55.519><c> I</c><00:02:55.680><c> do</c>

00:02:55.910 --> 00:02:55.920 align:start position:0%
for a bunch of different reasons. I do
 

00:02:55.920 --> 00:02:57.110 align:start position:0%
for a bunch of different reasons. I do
kind<00:02:56.080><c> of</c><00:02:56.160><c> understand</c><00:02:56.480><c> why</c><00:02:56.720><c> they</c><00:02:56.879><c> don't</c><00:02:56.959><c> want</c>

00:02:57.110 --> 00:02:57.120 align:start position:0%
kind of understand why they don't want
 

00:02:57.120 --> 00:02:59.509 align:start position:0%
kind of understand why they don't want
to<00:02:57.280><c> expose</c><00:02:57.599><c> this</c><00:02:57.840><c> over</c><00:02:58.160><c> API.</c><00:02:58.879><c> It's</c><00:02:59.120><c> a</c><00:02:59.280><c> model</c>

00:02:59.509 --> 00:02:59.519 align:start position:0%
to expose this over API. It's a model
 

00:02:59.519 --> 00:03:01.670 align:start position:0%
to expose this over API. It's a model
that's<00:02:59.840><c> only</c><00:03:00.160><c> good</c><00:03:00.400><c> for</c><00:03:00.720><c> code.</c><00:03:01.120><c> So</c><00:03:01.360><c> even</c><00:03:01.519><c> the</c>

00:03:01.670 --> 00:03:01.680 align:start position:0%
that's only good for code. So even the
 

00:03:01.680 --> 00:03:03.430 align:start position:0%
that's only good for code. So even the
benchmarks<00:03:02.239><c> are</c><00:03:02.400><c> going</c><00:03:02.480><c> to</c><00:03:02.560><c> be</c><00:03:02.720><c> weird</c><00:03:03.200><c> because</c>

00:03:03.430 --> 00:03:03.440 align:start position:0%
benchmarks are going to be weird because
 

00:03:03.440 --> 00:03:04.790 align:start position:0%
benchmarks are going to be weird because
a<00:03:03.599><c> lot</c><00:03:03.680><c> of</c><00:03:03.760><c> the</c><00:03:03.920><c> benchmarks</c><00:03:04.319><c> that</c><00:03:04.560><c> exist,</c>

00:03:04.790 --> 00:03:04.800 align:start position:0%
a lot of the benchmarks that exist,
 

00:03:04.800 --> 00:03:06.390 align:start position:0%
a lot of the benchmarks that exist,
things<00:03:04.959><c> like</c><00:03:05.120><c> artificial</c><00:03:05.599><c> analysis,</c><00:03:06.000><c> which</c><00:03:06.239><c> I</c>

00:03:06.390 --> 00:03:06.400 align:start position:0%
things like artificial analysis, which I
 

00:03:06.400 --> 00:03:08.390 align:start position:0%
things like artificial analysis, which I
love,<00:03:06.800><c> have</c><00:03:06.959><c> a</c><00:03:07.200><c> lot</c><00:03:07.280><c> of</c><00:03:07.440><c> things</c><00:03:07.680><c> in</c><00:03:07.840><c> the</c><00:03:08.000><c> bench</c>

00:03:08.390 --> 00:03:08.400 align:start position:0%
love, have a lot of things in the bench
 

00:03:08.400 --> 00:03:10.070 align:start position:0%
love, have a lot of things in the bench
that<00:03:08.640><c> aren't</c><00:03:09.040><c> just</c><00:03:09.280><c> testing</c><00:03:09.680><c> coding</c>

00:03:10.070 --> 00:03:10.080 align:start position:0%
that aren't just testing coding
 

00:03:10.080 --> 00:03:11.589 align:start position:0%
that aren't just testing coding
capabilities.<00:03:10.720><c> And</c><00:03:10.959><c> this</c><00:03:11.120><c> version</c><00:03:11.360><c> of</c><00:03:11.440><c> the</c>

00:03:11.589 --> 00:03:11.599 align:start position:0%
capabilities. And this version of the
 

00:03:11.599 --> 00:03:13.910 align:start position:0%
capabilities. And this version of the
model<00:03:11.920><c> will</c><00:03:12.159><c> probably</c><00:03:12.560><c> be</c><00:03:12.800><c> very</c><00:03:13.200><c> bad</c><00:03:13.360><c> at</c><00:03:13.519><c> that</c>

00:03:13.910 --> 00:03:13.920 align:start position:0%
model will probably be very bad at that
 

00:03:13.920 --> 00:03:16.149 align:start position:0%
model will probably be very bad at that
because<00:03:14.239><c> Composer</c><00:03:14.959><c> is</c><00:03:15.200><c> meant</c><00:03:15.440><c> to</c><00:03:15.599><c> be</c><00:03:15.840><c> a</c>

00:03:16.149 --> 00:03:16.159 align:start position:0%
because Composer is meant to be a
 

00:03:16.159 --> 00:03:18.309 align:start position:0%
because Composer is meant to be a
fine-tuned<00:03:16.800><c> model</c><00:03:17.040><c> that</c><00:03:17.360><c> does</c><00:03:17.599><c> nothing</c><00:03:18.000><c> but</c>

00:03:18.309 --> 00:03:18.319 align:start position:0%
fine-tuned model that does nothing but
 

00:03:18.319 --> 00:03:19.750 align:start position:0%
fine-tuned model that does nothing but
code,<00:03:18.640><c> which</c><00:03:18.879><c> I</c><00:03:19.040><c> actually</c><00:03:19.280><c> think</c><00:03:19.360><c> is</c><00:03:19.519><c> cool.</c>

00:03:19.750 --> 00:03:19.760 align:start position:0%
code, which I actually think is cool.
 

00:03:19.760 --> 00:03:21.350 align:start position:0%
code, which I actually think is cool.
It's<00:03:20.000><c> nice</c><00:03:20.080><c> to</c><00:03:20.239><c> see</c><00:03:20.400><c> this</c><00:03:20.640><c> type</c><00:03:20.800><c> of</c><00:03:21.040><c> research</c>

00:03:21.350 --> 00:03:21.360 align:start position:0%
It's nice to see this type of research
 

00:03:21.360 --> 00:03:23.270 align:start position:0%
It's nice to see this type of research
going<00:03:21.599><c> into</c><00:03:21.840><c> a</c><00:03:22.080><c> bespoke</c><00:03:22.560><c> model</c><00:03:22.800><c> that</c><00:03:23.040><c> does</c>

00:03:23.270 --> 00:03:23.280 align:start position:0%
going into a bespoke model that does
 

00:03:23.280 --> 00:03:25.190 align:start position:0%
going into a bespoke model that does
just<00:03:23.599><c> one</c><00:03:23.840><c> thing</c><00:03:24.000><c> that</c><00:03:24.319><c> matters.</c><00:03:24.959><c> But</c><00:03:25.040><c> the</c>

00:03:25.190 --> 00:03:25.200 align:start position:0%
just one thing that matters. But the
 

00:03:25.200 --> 00:03:26.790 align:start position:0%
just one thing that matters. But the
path<00:03:25.360><c> that</c><00:03:25.519><c> they</c><00:03:25.680><c> use</c><00:03:25.840><c> to</c><00:03:26.080><c> get</c><00:03:26.159><c> there</c><00:03:26.400><c> is</c><00:03:26.640><c> where</c>

00:03:26.790 --> 00:03:26.800 align:start position:0%
path that they use to get there is where
 

00:03:26.800 --> 00:03:28.309 align:start position:0%
path that they use to get there is where
things<00:03:27.040><c> get</c><00:03:27.280><c> really</c><00:03:27.599><c> interesting</c><00:03:28.000><c> in</c><00:03:28.159><c> my</c>

00:03:28.309 --> 00:03:28.319 align:start position:0%
things get really interesting in my
 

00:03:28.319 --> 00:03:29.830 align:start position:0%
things get really interesting in my
opinion.<00:03:28.800><c> I've</c><00:03:29.040><c> been</c><00:03:29.200><c> keeping</c><00:03:29.360><c> an</c><00:03:29.519><c> eye</c><00:03:29.599><c> on</c><00:03:29.680><c> the</c>

00:03:29.830 --> 00:03:29.840 align:start position:0%
opinion. I've been keeping an eye on the
 

00:03:29.840 --> 00:03:31.670 align:start position:0%
opinion. I've been keeping an eye on the
composer<00:03:30.319><c> models</c><00:03:30.640><c> for</c><00:03:30.799><c> a</c><00:03:30.959><c> while</c><00:03:31.120><c> and</c><00:03:31.360><c> for</c><00:03:31.519><c> a</c>

00:03:31.670 --> 00:03:31.680 align:start position:0%
composer models for a while and for a
 

00:03:31.680 --> 00:03:33.509 align:start position:0%
composer models for a while and for a
reason<00:03:31.920><c> that's</c><00:03:32.319><c> probably</c><00:03:32.640><c> a</c><00:03:32.959><c> surprise</c><00:03:33.200><c> to</c><00:03:33.360><c> you</c>

00:03:33.509 --> 00:03:33.519 align:start position:0%
reason that's probably a surprise to you
 

00:03:33.519 --> 00:03:35.589 align:start position:0%
reason that's probably a surprise to you
guys.<00:03:33.920><c> Y'all</c><00:03:34.159><c> remember</c><00:03:34.400><c> Super</c><00:03:34.640><c> Maven?</c><00:03:35.280><c> Super</c>

00:03:35.589 --> 00:03:35.599 align:start position:0%
guys. Y'all remember Super Maven? Super
 

00:03:35.599 --> 00:03:38.070 align:start position:0%
guys. Y'all remember Super Maven? Super
Maven<00:03:36.080><c> was</c><00:03:36.319><c> the</c><00:03:36.560><c> first</c><00:03:36.959><c> autocomplete</c><00:03:37.680><c> AI</c>

00:03:38.070 --> 00:03:38.080 align:start position:0%
Maven was the first autocomplete AI
 

00:03:38.080 --> 00:03:39.750 align:start position:0%
Maven was the first autocomplete AI
thing<00:03:38.239><c> that</c><00:03:38.400><c> I</c><00:03:38.560><c> used</c><00:03:38.640><c> in</c><00:03:38.879><c> my</c><00:03:38.959><c> editor</c><00:03:39.440><c> that</c>

00:03:39.750 --> 00:03:39.760 align:start position:0%
thing that I used in my editor that
 

00:03:39.760 --> 00:03:42.070 align:start position:0%
thing that I used in my editor that
truly<00:03:40.159><c> blew</c><00:03:40.400><c> me</c><00:03:40.560><c> away.</c><00:03:41.040><c> Copilot</c><00:03:41.599><c> had</c><00:03:41.760><c> moments</c>

00:03:42.070 --> 00:03:42.080 align:start position:0%
truly blew me away. Copilot had moments
 

00:03:42.080 --> 00:03:43.670 align:start position:0%
truly blew me away. Copilot had moments
that<00:03:42.239><c> were</c><00:03:42.400><c> really</c><00:03:42.640><c> cool,</c><00:03:42.879><c> but</c><00:03:43.120><c> Super</c><00:03:43.360><c> Maven</c>

00:03:43.670 --> 00:03:43.680 align:start position:0%
that were really cool, but Super Maven
 

00:03:43.680 --> 00:03:45.589 align:start position:0%
that were really cool, but Super Maven
had<00:03:43.840><c> this</c><00:03:44.000><c> weird</c><00:03:44.239><c> way</c><00:03:44.319><c> of</c><00:03:44.480><c> like</c><00:03:44.799><c> learning</c><00:03:45.360><c> as</c>

00:03:45.589 --> 00:03:45.599 align:start position:0%
had this weird way of like learning as
 

00:03:45.599 --> 00:03:47.830 align:start position:0%
had this weird way of like learning as
you<00:03:45.840><c> went</c><00:03:46.159><c> where</c><00:03:46.319><c> it</c><00:03:46.480><c> would</c><00:03:46.640><c> adapt</c><00:03:47.040><c> to</c><00:03:47.360><c> how</c><00:03:47.599><c> you</c>

00:03:47.830 --> 00:03:47.840 align:start position:0%
you went where it would adapt to how you
 

00:03:47.840 --> 00:03:49.990 align:start position:0%
you went where it would adapt to how you
were<00:03:48.000><c> coding</c><00:03:48.560><c> and</c><00:03:48.799><c> it</c><00:03:48.959><c> was</c><00:03:49.120><c> fast</c><00:03:49.280><c> as</c><00:03:49.519><c> hell.</c><00:03:49.760><c> It</c>

00:03:49.990 --> 00:03:50.000 align:start position:0%
were coding and it was fast as hell. It
 

00:03:50.000 --> 00:03:51.589 align:start position:0%
were coding and it was fast as hell. It
blew<00:03:50.159><c> me</c><00:03:50.319><c> away.</c><00:03:50.560><c> It</c><00:03:50.640><c> ended</c><00:03:50.879><c> up</c><00:03:50.959><c> being</c><00:03:51.120><c> my</c><00:03:51.360><c> first</c>

00:03:51.589 --> 00:03:51.599 align:start position:0%
blew me away. It ended up being my first
 

00:03:51.599 --> 00:03:53.190 align:start position:0%
blew me away. It ended up being my first
personal<00:03:52.080><c> investment</c><00:03:52.480><c> I</c><00:03:52.640><c> ever</c><00:03:52.799><c> made</c><00:03:52.959><c> where</c><00:03:53.120><c> I</c>

00:03:53.190 --> 00:03:53.200 align:start position:0%
personal investment I ever made where I
 

00:03:53.200 --> 00:03:54.789 align:start position:0%
personal investment I ever made where I
wired<00:03:53.519><c> my</c><00:03:53.680><c> own</c><00:03:53.840><c> money</c><00:03:54.080><c> instead</c><00:03:54.319><c> of</c><00:03:54.400><c> a</c><00:03:54.560><c> scout</c>

00:03:54.789 --> 00:03:54.799 align:start position:0%
wired my own money instead of a scout
 

00:03:54.799 --> 00:03:56.309 align:start position:0%
wired my own money instead of a scout
check<00:03:55.120><c> because</c><00:03:55.360><c> I</c><00:03:55.519><c> was</c><00:03:55.680><c> so</c><00:03:55.840><c> confident</c><00:03:56.159><c> in</c>

00:03:56.309 --> 00:03:56.319 align:start position:0%
check because I was so confident in
 

00:03:56.319 --> 00:03:58.149 align:start position:0%
check because I was so confident in
Super<00:03:56.640><c> Maven</c><00:03:56.959><c> and</c><00:03:57.120><c> specifically</c><00:03:57.519><c> in</c><00:03:57.760><c> Jacob.</c>

00:03:58.149 --> 00:03:58.159 align:start position:0%
Super Maven and specifically in Jacob.
 

00:03:58.159 --> 00:04:00.149 align:start position:0%
Super Maven and specifically in Jacob.
the<00:03:58.480><c> founder</c><00:03:58.720><c> of</c><00:03:58.879><c> Super</c><00:03:59.200><c> Maven</c><00:03:59.599><c> because</c><00:03:59.920><c> he</c>

00:04:00.149 --> 00:04:00.159 align:start position:0%
the founder of Super Maven because he
 

00:04:00.159 --> 00:04:02.630 align:start position:0%
the founder of Super Maven because he
came<00:04:00.400><c> from</c><00:04:00.640><c> Tab</c><00:04:00.959><c> 9.</c><00:04:01.280><c> Tab</c><00:04:01.680><c> 9</c><00:04:01.920><c> was</c><00:04:02.080><c> the</c><00:04:02.400><c> first</c>

00:04:02.630 --> 00:04:02.640 align:start position:0%
came from Tab 9. Tab 9 was the first
 

00:04:02.640 --> 00:04:04.869 align:start position:0%
came from Tab 9. Tab 9 was the first
attempt<00:04:03.040><c> at</c><00:04:03.200><c> an</c><00:04:03.439><c> AI</c><00:04:03.840><c> coding</c><00:04:04.159><c> thing</c><00:04:04.480><c> and</c><00:04:04.640><c> this</c>

00:04:04.869 --> 00:04:04.879 align:start position:0%
attempt at an AI coding thing and this
 

00:04:04.879 --> 00:04:06.949 align:start position:0%
attempt at an AI coding thing and this
started<00:04:05.280><c> all</c><00:04:05.439><c> the</c><00:04:05.680><c> way</c><00:04:05.760><c> back</c><00:04:06.000><c> in</c><00:04:06.319><c> what</c><00:04:06.640><c> yeah</c>

00:04:06.949 --> 00:04:06.959 align:start position:0%
started all the way back in what yeah
 

00:04:06.959 --> 00:04:10.630 align:start position:0%
started all the way back in what yeah
2018<00:04:07.760><c> by</c><00:04:08.239><c> Jacob</c><00:04:08.640><c> Jackson.</c><00:04:09.280><c> I</c><00:04:09.519><c> was</c><00:04:10.000><c> blown</c><00:04:10.400><c> away</c>

00:04:10.630 --> 00:04:10.640 align:start position:0%
2018 by Jacob Jackson. I was blown away
 

00:04:10.640 --> 00:04:12.869 align:start position:0%
2018 by Jacob Jackson. I was blown away
to<00:04:10.799><c> see</c><00:04:10.959><c> him</c><00:04:11.200><c> leave</c><00:04:11.439><c> to</c><00:04:11.680><c> go</c><00:04:11.840><c> do</c><00:04:12.080><c> his</c><00:04:12.319><c> own</c><00:04:12.560><c> new</c>

00:04:12.869 --> 00:04:12.879 align:start position:0%
to see him leave to go do his own new
 

00:04:12.879 --> 00:04:14.949 align:start position:0%
to see him leave to go do his own new
thing<00:04:13.280><c> and</c><00:04:13.519><c> he</c><00:04:13.680><c> more</c><00:04:13.920><c> than</c><00:04:14.159><c> succeeded.</c><00:04:14.720><c> Super</c>

00:04:14.949 --> 00:04:14.959 align:start position:0%
thing and he more than succeeded. Super
 

00:04:14.959 --> 00:04:16.229 align:start position:0%
thing and he more than succeeded. Super
Maven<00:04:15.280><c> was</c><00:04:15.439><c> incredible.</c><00:04:15.760><c> There's</c><00:04:15.920><c> still</c><00:04:16.079><c> a</c>

00:04:16.229 --> 00:04:16.239 align:start position:0%
Maven was incredible. There's still a
 

00:04:16.239 --> 00:04:17.990 align:start position:0%
Maven was incredible. There's still a
bunch<00:04:16.400><c> of</c><00:04:16.479><c> people</c><00:04:16.639><c> who</c><00:04:16.880><c> dearly</c><00:04:17.359><c> miss</c><00:04:17.600><c> it.</c><00:04:17.840><c> So</c>

00:04:17.990 --> 00:04:18.000 align:start position:0%
bunch of people who dearly miss it. So
 

00:04:18.000 --> 00:04:19.590 align:start position:0%
bunch of people who dearly miss it. So
why<00:04:18.160><c> are</c><00:04:18.239><c> we</c><00:04:18.400><c> talking</c><00:04:18.560><c> about</c><00:04:18.720><c> Super</c><00:04:19.040><c> Maven?</c>

00:04:19.590 --> 00:04:19.600 align:start position:0%
why are we talking about Super Maven?
 

00:04:19.600 --> 00:04:21.430 align:start position:0%
why are we talking about Super Maven?
Well,<00:04:20.160><c> spoiler</c><00:04:20.479><c> if</c><00:04:20.720><c> you</c><00:04:20.799><c> weren't</c><00:04:20.959><c> here</c><00:04:21.120><c> at</c><00:04:21.359><c> the</c>

00:04:21.430 --> 00:04:21.440 align:start position:0%
Well, spoiler if you weren't here at the
 

00:04:21.440 --> 00:04:23.270 align:start position:0%
Well, spoiler if you weren't here at the
time.<00:04:21.919><c> Super</c><00:04:22.160><c> Maven</c><00:04:22.479><c> got</c><00:04:22.639><c> acquired</c><00:04:23.040><c> by</c>

00:04:23.270 --> 00:04:23.280 align:start position:0%
time. Super Maven got acquired by
 

00:04:23.280 --> 00:04:24.950 align:start position:0%
time. Super Maven got acquired by
Curser.<00:04:23.680><c> I</c><00:04:23.919><c> have</c><00:04:24.000><c> a</c><00:04:24.160><c> whole</c><00:04:24.320><c> video</c><00:04:24.560><c> about</c><00:04:24.720><c> that</c>

00:04:24.950 --> 00:04:24.960 align:start position:0%
Curser. I have a whole video about that
 

00:04:24.960 --> 00:04:26.310 align:start position:0%
Curser. I have a whole video about that
as<00:04:25.120><c> well</c><00:04:25.199><c> as</c><00:04:25.360><c> an</c><00:04:25.520><c> interview</c><00:04:25.759><c> I</c><00:04:25.919><c> did</c><00:04:26.000><c> with</c><00:04:26.160><c> both</c>

00:04:26.310 --> 00:04:26.320 align:start position:0%
as well as an interview I did with both
 

00:04:26.320 --> 00:04:28.230 align:start position:0%
as well as an interview I did with both
the<00:04:26.479><c> founders</c><00:04:26.720><c> of</c><00:04:26.880><c> Cursor</c><00:04:27.360><c> and</c><00:04:27.600><c> Super</c><00:04:27.840><c> Maven</c>

00:04:28.230 --> 00:04:28.240 align:start position:0%
the founders of Cursor and Super Maven
 

00:04:28.240 --> 00:04:30.070 align:start position:0%
the founders of Cursor and Super Maven
in<00:04:28.479><c> the</c><00:04:28.560><c> Cursor</c><00:04:29.040><c> office</c><00:04:29.360><c> back</c><00:04:29.520><c> when</c><00:04:29.680><c> it</c><00:04:29.840><c> was</c><00:04:29.919><c> a</c>

00:04:30.070 --> 00:04:30.080 align:start position:0%
in the Cursor office back when it was a
 

00:04:30.080 --> 00:04:32.710 align:start position:0%
in the Cursor office back when it was a
tiny<00:04:30.320><c> building</c><00:04:30.560><c> with</c><00:04:30.800><c> like</c><00:04:31.120><c> six</c><00:04:31.360><c> or</c><00:04:31.840><c> maybe</c><00:04:32.320><c> 10</c>

00:04:32.710 --> 00:04:32.720 align:start position:0%
tiny building with like six or maybe 10
 

00:04:32.720 --> 00:04:35.510 align:start position:0%
tiny building with like six or maybe 10
people<00:04:33.040><c> max</c><00:04:33.440><c> in</c><00:04:33.600><c> it.</c><00:04:34.080><c> Great</c><00:04:34.320><c> time.</c><00:04:34.960><c> Wild</c><00:04:35.360><c> how</c>

00:04:35.510 --> 00:04:35.520 align:start position:0%
people max in it. Great time. Wild how
 

00:04:35.520 --> 00:04:36.710 align:start position:0%
people max in it. Great time. Wild how
much<00:04:35.680><c> things</c><00:04:35.840><c> have</c><00:04:36.000><c> changed.</c><00:04:36.240><c> They</c><00:04:36.479><c> have</c><00:04:36.560><c> like</c>

00:04:36.710 --> 00:04:36.720 align:start position:0%
much things have changed. They have like
 

00:04:36.720 --> 00:04:39.030 align:start position:0%
much things have changed. They have like
five<00:04:37.040><c> buildings</c><00:04:37.360><c> now.</c><00:04:37.759><c> But</c><00:04:37.919><c> Super</c><00:04:38.240><c> Maven</c><00:04:38.880><c> was</c>

00:04:39.030 --> 00:04:39.040 align:start position:0%
five buildings now. But Super Maven was
 

00:04:39.040 --> 00:04:40.870 align:start position:0%
five buildings now. But Super Maven was
a<00:04:39.280><c> great</c><00:04:39.520><c> project</c><00:04:39.840><c> and</c><00:04:40.080><c> it</c><00:04:40.240><c> really</c><00:04:40.479><c> showed</c>

00:04:40.870 --> 00:04:40.880 align:start position:0%
a great project and it really showed
 

00:04:40.880 --> 00:04:42.950 align:start position:0%
a great project and it really showed
what<00:04:41.199><c> can</c><00:04:41.360><c> happen</c><00:04:41.759><c> if</c><00:04:42.080><c> you</c><00:04:42.320><c> try</c><00:04:42.479><c> to</c><00:04:42.720><c> do</c>

00:04:42.950 --> 00:04:42.960 align:start position:0%
what can happen if you try to do
 

00:04:42.960 --> 00:04:45.110 align:start position:0%
what can happen if you try to do
everything<00:04:43.360><c> from</c><00:04:43.680><c> the</c><00:04:43.840><c> user</c><00:04:44.160><c> experience</c><00:04:44.880><c> to</c>

00:04:45.110 --> 00:04:45.120 align:start position:0%
everything from the user experience to
 

00:04:45.120 --> 00:04:48.070 align:start position:0%
everything from the user experience to
the<00:04:45.440><c> model</c><00:04:45.759><c> itself</c><00:04:46.479><c> around</c><00:04:47.040><c> specific</c><00:04:47.600><c> focused</c>

00:04:48.070 --> 00:04:48.080 align:start position:0%
the model itself around specific focused
 

00:04:48.080 --> 00:04:50.469 align:start position:0%
the model itself around specific focused
coding<00:04:48.560><c> tasks.</c><00:04:49.280><c> And</c><00:04:49.440><c> it's</c><00:04:49.680><c> clear,</c><00:04:50.080><c> if</c><00:04:50.320><c> you</c>

00:04:50.469 --> 00:04:50.479 align:start position:0%
coding tasks. And it's clear, if you
 

00:04:50.479 --> 00:04:52.390 align:start position:0%
coding tasks. And it's clear, if you
couldn't<00:04:50.880><c> tell</c><00:04:51.040><c> by</c><00:04:51.280><c> now,</c><00:04:51.520><c> that</c><00:04:51.759><c> Jacob,</c><00:04:52.240><c> the</c>

00:04:52.390 --> 00:04:52.400 align:start position:0%
couldn't tell by now, that Jacob, the
 

00:04:52.400 --> 00:04:55.270 align:start position:0%
couldn't tell by now, that Jacob, the
founder<00:04:52.560><c> of</c><00:04:52.720><c> Super</c><00:04:52.960><c> Maven,</c><00:04:53.520><c> is</c><00:04:54.080><c> obsessed</c><00:04:54.960><c> with</c>

00:04:55.270 --> 00:04:55.280 align:start position:0%
founder of Super Maven, is obsessed with
 

00:04:55.280 --> 00:04:58.070 align:start position:0%
founder of Super Maven, is obsessed with
making<00:04:55.680><c> AI</c><00:04:56.240><c> really,</c><00:04:56.560><c> really</c><00:04:56.960><c> good</c><00:04:57.280><c> at</c><00:04:57.680><c> code</c>

00:04:58.070 --> 00:04:58.080 align:start position:0%
making AI really, really good at code
 

00:04:58.080 --> 00:05:00.070 align:start position:0%
making AI really, really good at code
and<00:04:58.479><c> nothing</c><00:04:58.800><c> else.</c><00:04:59.199><c> When</c><00:04:59.360><c> he</c><00:04:59.520><c> joined</c><00:04:59.680><c> Cursor,</c>

00:05:00.070 --> 00:05:00.080 align:start position:0%
and nothing else. When he joined Cursor,
 

00:05:00.080 --> 00:05:01.670 align:start position:0%
and nothing else. When he joined Cursor,
him<00:05:00.160><c> and</c><00:05:00.320><c> his</c><00:05:00.479><c> team</c><00:05:00.720><c> went</c><00:05:00.880><c> allin</c><00:05:01.360><c> on</c>

00:05:01.670 --> 00:05:01.680 align:start position:0%
him and his team went allin on
 

00:05:01.680 --> 00:05:03.270 align:start position:0%
him and his team went allin on
autocomplete,<00:05:02.320><c> which</c><00:05:02.479><c> is</c><00:05:02.560><c> why</c><00:05:02.720><c> to</c><00:05:02.960><c> this</c><00:05:03.040><c> day,</c>

00:05:03.270 --> 00:05:03.280 align:start position:0%
autocomplete, which is why to this day,
 

00:05:03.280 --> 00:05:04.950 align:start position:0%
autocomplete, which is why to this day,
Cursor's<00:05:03.680><c> autocomplete</c><00:05:04.240><c> is</c><00:05:04.400><c> just</c><00:05:04.560><c> so</c><00:05:04.800><c> much</c>

00:05:04.950 --> 00:05:04.960 align:start position:0%
Cursor's autocomplete is just so much
 

00:05:04.960 --> 00:05:06.390 align:start position:0%
Cursor's autocomplete is just so much
better<00:05:05.199><c> than</c><00:05:05.440><c> anything</c><00:05:05.759><c> else.</c><00:05:06.160><c> It's</c><00:05:06.240><c> the</c>

00:05:06.390 --> 00:05:06.400 align:start position:0%
better than anything else. It's the
 

00:05:06.400 --> 00:05:07.670 align:start position:0%
better than anything else. It's the
thing<00:05:06.479><c> that</c><00:05:06.639><c> keeps</c><00:05:06.800><c> me</c><00:05:06.960><c> going</c><00:05:07.120><c> back.</c><00:05:07.440><c> I've</c>

00:05:07.670 --> 00:05:07.680 align:start position:0%
thing that keeps me going back. I've
 

00:05:07.680 --> 00:05:09.430 align:start position:0%
thing that keeps me going back. I've
been<00:05:07.840><c> trying</c><00:05:07.919><c> to</c><00:05:08.080><c> move</c><00:05:08.240><c> to</c><00:05:08.400><c> VS</c><00:05:08.720><c> Code,</c><00:05:08.880><c> cuz</c><00:05:09.199><c> to</c>

00:05:09.430 --> 00:05:09.440 align:start position:0%
been trying to move to VS Code, cuz to
 

00:05:09.440 --> 00:05:11.670 align:start position:0%
been trying to move to VS Code, cuz to
be<00:05:09.680><c> frank,</c><00:05:10.080><c> it's</c><00:05:10.240><c> a</c><00:05:10.479><c> much</c><00:05:10.639><c> lighter</c><00:05:11.199><c> thing.</c>

00:05:11.670 --> 00:05:11.680 align:start position:0%
be frank, it's a much lighter thing.
 

00:05:11.680 --> 00:05:13.270 align:start position:0%
be frank, it's a much lighter thing.
It's<00:05:11.919><c> less</c><00:05:12.160><c> likely</c><00:05:12.400><c> to</c><00:05:12.560><c> cause</c><00:05:12.800><c> me</c><00:05:12.960><c> problems</c>

00:05:13.270 --> 00:05:13.280 align:start position:0%
It's less likely to cause me problems
 

00:05:13.280 --> 00:05:15.110 align:start position:0%
It's less likely to cause me problems
when<00:05:13.520><c> I</c><00:05:13.600><c> use</c><00:05:13.759><c> it.</c><00:05:14.080><c> I've</c><00:05:14.320><c> been</c><00:05:14.479><c> very</c><00:05:14.639><c> happy</c><00:05:14.880><c> with</c>

00:05:15.110 --> 00:05:15.120 align:start position:0%
when I use it. I've been very happy with
 

00:05:15.120 --> 00:05:17.110 align:start position:0%
when I use it. I've been very happy with
VS<00:05:15.520><c> Code</c><00:05:15.759><c> just</c><00:05:16.080><c> not</c><00:05:16.320><c> crashing</c><00:05:16.720><c> and</c><00:05:16.880><c> being</c>

00:05:17.110 --> 00:05:17.120 align:start position:0%
VS Code just not crashing and being
 

00:05:17.120 --> 00:05:18.629 align:start position:0%
VS Code just not crashing and being
fast,<00:05:17.520><c> but</c><00:05:17.680><c> as</c><00:05:17.840><c> soon</c><00:05:18.000><c> as</c><00:05:18.080><c> I</c><00:05:18.160><c> have</c><00:05:18.320><c> to</c><00:05:18.400><c> actually</c>

00:05:18.629 --> 00:05:18.639 align:start position:0%
fast, but as soon as I have to actually
 

00:05:18.639 --> 00:05:20.150 align:start position:0%
fast, but as soon as I have to actually
type<00:05:18.800><c> in</c><00:05:18.960><c> it,</c><00:05:19.199><c> I</c><00:05:19.360><c> find</c><00:05:19.520><c> myself</c><00:05:19.759><c> sitting</c><00:05:20.000><c> there</c>

00:05:20.150 --> 00:05:20.160 align:start position:0%
type in it, I find myself sitting there
 

00:05:20.160 --> 00:05:21.510 align:start position:0%
type in it, I find myself sitting there
waiting<00:05:20.400><c> for</c><00:05:20.479><c> the</c><00:05:20.639><c> autocomplete.</c><00:05:21.199><c> And</c><00:05:21.280><c> when</c>

00:05:21.510 --> 00:05:21.520 align:start position:0%
waiting for the autocomplete. And when
 

00:05:21.520 --> 00:05:23.350 align:start position:0%
waiting for the autocomplete. And when
eventually<00:05:22.000><c> Copilot</c><00:05:22.560><c> does</c><00:05:22.720><c> kick</c><00:05:22.960><c> in,</c><00:05:23.199><c> it</c>

00:05:23.350 --> 00:05:23.360 align:start position:0%
eventually Copilot does kick in, it
 

00:05:23.360 --> 00:05:25.110 align:start position:0%
eventually Copilot does kick in, it
gives<00:05:23.520><c> a</c><00:05:23.919><c> recommendation</c><00:05:24.479><c> and</c><00:05:24.720><c> I'm</c><00:05:24.880><c> just</c>

00:05:25.110 --> 00:05:25.120 align:start position:0%
gives a recommendation and I'm just
 

00:05:25.120 --> 00:05:27.430 align:start position:0%
gives a recommendation and I'm just
so<00:05:25.360><c> used</c><00:05:25.600><c> to</c><00:05:25.840><c> using</c><00:05:26.160><c> cursors</c><00:05:26.880><c> because</c><00:05:27.120><c> of</c><00:05:27.280><c> the</c>

00:05:27.430 --> 00:05:27.440 align:start position:0%
so used to using cursors because of the
 

00:05:27.440 --> 00:05:29.510 align:start position:0%
so used to using cursors because of the
the<00:05:27.759><c> Super</c><00:05:28.000><c> Maven</c><00:05:28.479><c> magic</c><00:05:28.800><c> that</c><00:05:29.120><c> Jacob</c>

00:05:29.510 --> 00:05:29.520 align:start position:0%
the Super Maven magic that Jacob
 

00:05:29.520 --> 00:05:31.430 align:start position:0%
the Super Maven magic that Jacob
injected<00:05:29.919><c> into</c><00:05:30.080><c> it.</c><00:05:30.320><c> But</c><00:05:30.479><c> Jacob</c><00:05:30.880><c> got</c><00:05:31.039><c> tired</c><00:05:31.280><c> of</c>

00:05:31.430 --> 00:05:31.440 align:start position:0%
injected into it. But Jacob got tired of
 

00:05:31.440 --> 00:05:33.110 align:start position:0%
injected into it. But Jacob got tired of
just<00:05:31.680><c> working</c><00:05:31.919><c> on</c><00:05:32.160><c> autocomplete.</c><00:05:32.880><c> Obviously,</c>

00:05:33.110 --> 00:05:33.120 align:start position:0%
just working on autocomplete. Obviously,
 

00:05:33.120 --> 00:05:34.390 align:start position:0%
just working on autocomplete. Obviously,
his<00:05:33.280><c> tag</c><00:05:33.520><c> complete</c><00:05:33.759><c> was</c><00:05:33.840><c> great</c><00:05:34.000><c> and</c><00:05:34.160><c> he</c><00:05:34.240><c> had</c><00:05:34.320><c> to</c>

00:05:34.390 --> 00:05:34.400 align:start position:0%
his tag complete was great and he had to
 

00:05:34.400 --> 00:05:35.590 align:start position:0%
his tag complete was great and he had to
build<00:05:34.560><c> custom</c><00:05:34.880><c> models</c><00:05:35.039><c> and</c><00:05:35.280><c> all</c><00:05:35.360><c> of</c><00:05:35.440><c> these</c>

00:05:35.590 --> 00:05:35.600 align:start position:0%
build custom models and all of these
 

00:05:35.600 --> 00:05:37.110 align:start position:0%
build custom models and all of these
things<00:05:35.680><c> for</c><00:05:35.919><c> it</c><00:05:36.080><c> internally,</c><00:05:36.639><c> but</c><00:05:36.800><c> he</c><00:05:36.960><c> wanted</c>

00:05:37.110 --> 00:05:37.120 align:start position:0%
things for it internally, but he wanted
 

00:05:37.120 --> 00:05:38.629 align:start position:0%
things for it internally, but he wanted
to<00:05:37.280><c> go</c><00:05:37.360><c> further.</c><00:05:37.840><c> That's</c><00:05:38.080><c> why</c><00:05:38.240><c> he</c><00:05:38.400><c> made</c>

00:05:38.629 --> 00:05:38.639 align:start position:0%
to go further. That's why he made
 

00:05:38.639 --> 00:05:40.950 align:start position:0%
to go further. That's why he made
composer.<00:05:39.520><c> Composer</c><00:05:40.000><c> one</c><00:05:40.240><c> was</c><00:05:40.400><c> Cursor's</c>

00:05:40.950 --> 00:05:40.960 align:start position:0%
composer. Composer one was Cursor's
 

00:05:40.960 --> 00:05:43.670 align:start position:0%
composer. Composer one was Cursor's
first<00:05:41.199><c> attempt</c><00:05:41.520><c> at</c><00:05:41.759><c> making</c><00:05:42.000><c> a</c><00:05:42.240><c> new</c><00:05:42.800><c> model</c><00:05:43.280><c> for</c>

00:05:43.670 --> 00:05:43.680 align:start position:0%
first attempt at making a new model for
 

00:05:43.680 --> 00:05:45.990 align:start position:0%
first attempt at making a new model for
full<00:05:44.080><c> code</c><00:05:44.400><c> generation</c><00:05:44.880><c> from</c><00:05:45.199><c> scratch.</c><00:05:45.680><c> And</c><00:05:45.840><c> I</c>

00:05:45.990 --> 00:05:46.000 align:start position:0%
full code generation from scratch. And I
 

00:05:46.000 --> 00:05:47.270 align:start position:0%
full code generation from scratch. And I
could<00:05:46.080><c> see</c><00:05:46.160><c> why</c><00:05:46.400><c> Jacob</c><00:05:46.720><c> would</c><00:05:46.960><c> want</c><00:05:47.120><c> to</c><00:05:47.199><c> do</c>

00:05:47.270 --> 00:05:47.280 align:start position:0%
could see why Jacob would want to do
 

00:05:47.280 --> 00:05:48.790 align:start position:0%
could see why Jacob would want to do
this.<00:05:47.680><c> When</c><00:05:47.840><c> you</c><00:05:48.000><c> look</c><00:05:48.080><c> at</c><00:05:48.160><c> his</c><00:05:48.400><c> history,</c>

00:05:48.790 --> 00:05:48.800 align:start position:0%
this. When you look at his history,
 

00:05:48.800 --> 00:05:50.230 align:start position:0%
this. When you look at his history,
building<00:05:49.120><c> models</c><00:05:49.360><c> for</c><00:05:49.520><c> all</c><00:05:49.680><c> sorts</c><00:05:49.919><c> of</c><00:05:50.000><c> code</c>

00:05:50.230 --> 00:05:50.240 align:start position:0%
building models for all sorts of code
 

00:05:50.240 --> 00:05:52.390 align:start position:0%
building models for all sorts of code
tasks,<00:05:50.880><c> as</c><00:05:51.039><c> well</c><00:05:51.199><c> as</c><00:05:51.360><c> the</c><00:05:51.680><c> amount</c><00:05:51.919><c> of</c><00:05:52.080><c> data</c>

00:05:52.390 --> 00:05:52.400 align:start position:0%
tasks, as well as the amount of data
 

00:05:52.400 --> 00:05:55.029 align:start position:0%
tasks, as well as the amount of data
that<00:05:52.720><c> cursor</c><00:05:53.199><c> has</c><00:05:53.520><c> on</c><00:05:53.919><c> chat</c><00:05:54.400><c> histories</c><00:05:54.800><c> and</c>

00:05:55.029 --> 00:05:55.039 align:start position:0%
that cursor has on chat histories and
 

00:05:55.039 --> 00:05:56.390 align:start position:0%
that cursor has on chat histories and
people<00:05:55.280><c> building</c><00:05:55.520><c> in</c><00:05:55.680><c> these</c><00:05:55.919><c> projects,</c>

00:05:56.390 --> 00:05:56.400 align:start position:0%
people building in these projects,
 

00:05:56.400 --> 00:05:57.670 align:start position:0%
people building in these projects,
you'll<00:05:56.639><c> realize</c><00:05:56.880><c> that</c><00:05:56.960><c> he's</c><00:05:57.280><c> kind</c><00:05:57.360><c> of</c><00:05:57.440><c> set</c><00:05:57.600><c> up</c>

00:05:57.670 --> 00:05:57.680 align:start position:0%
you'll realize that he's kind of set up
 

00:05:57.680 --> 00:05:59.110 align:start position:0%
you'll realize that he's kind of set up
for<00:05:57.919><c> success</c><00:05:58.160><c> here.</c><00:05:58.400><c> He</c><00:05:58.560><c> has</c><00:05:58.639><c> all</c><00:05:58.800><c> the</c><00:05:58.960><c> things</c>

00:05:59.110 --> 00:05:59.120 align:start position:0%
for success here. He has all the things
 

00:05:59.120 --> 00:06:01.189 align:start position:0%
for success here. He has all the things
he<00:05:59.280><c> needs</c><00:05:59.440><c> to</c><00:05:59.680><c> do</c><00:05:59.840><c> something</c><00:06:00.320><c> awesome.</c><00:06:00.960><c> But</c><00:06:01.039><c> it</c>

00:06:01.189 --> 00:06:01.199 align:start position:0%
he needs to do something awesome. But it
 

00:06:01.199 --> 00:06:03.189 align:start position:0%
he needs to do something awesome. But it
also<00:06:01.440><c> takes</c><00:06:01.680><c> a</c><00:06:01.840><c> ton</c><00:06:02.000><c> of</c><00:06:02.160><c> money</c><00:06:02.479><c> and</c><00:06:02.800><c> research</c>

00:06:03.189 --> 00:06:03.199 align:start position:0%
also takes a ton of money and research
 

00:06:03.199 --> 00:06:05.350 align:start position:0%
also takes a ton of money and research
and<00:06:03.440><c> people</c><00:06:03.759><c> and</c><00:06:04.000><c> GPUs</c><00:06:04.639><c> to</c><00:06:04.880><c> do</c><00:06:05.039><c> something</c>

00:06:05.350 --> 00:06:05.360 align:start position:0%
and people and GPUs to do something
 

00:06:05.360 --> 00:06:07.189 align:start position:0%
and people and GPUs to do something
crazy.<00:06:05.840><c> He</c><00:06:06.080><c> still</c><00:06:06.240><c> managed</c><00:06:06.479><c> to</c><00:06:06.639><c> with</c><00:06:06.800><c> Composer</c>

00:06:07.189 --> 00:06:07.199 align:start position:0%
crazy. He still managed to with Composer
 

00:06:07.199 --> 00:06:08.950 align:start position:0%
crazy. He still managed to with Composer
1,<00:06:07.440><c> though.</c><00:06:07.600><c> Like</c><00:06:07.759><c> that</c><00:06:07.919><c> model</c><00:06:08.240><c> blew</c><00:06:08.479><c> me</c><00:06:08.639><c> away.</c>

00:06:08.950 --> 00:06:08.960 align:start position:0%
1, though. Like that model blew me away.
 

00:06:08.960 --> 00:06:10.790 align:start position:0%
1, though. Like that model blew me away.
was<00:06:09.199><c> so</c><00:06:09.360><c> much</c><00:06:09.600><c> faster</c><00:06:09.840><c> than</c><00:06:10.080><c> everything</c><00:06:10.400><c> else</c>

00:06:10.790 --> 00:06:10.800 align:start position:0%
was so much faster than everything else
 

00:06:10.800 --> 00:06:13.270 align:start position:0%
was so much faster than everything else
and<00:06:11.120><c> just</c><00:06:11.440><c> it</c><00:06:11.680><c> was</c><00:06:11.919><c> good.</c><00:06:12.319><c> It</c><00:06:12.560><c> didn't</c><00:06:12.960><c> wasn't</c>

00:06:13.270 --> 00:06:13.280 align:start position:0%
and just it was good. It didn't wasn't
 

00:06:13.280 --> 00:06:14.870 align:start position:0%
and just it was good. It didn't wasn't
great.<00:06:13.600><c> It</c><00:06:13.840><c> didn't</c><00:06:14.000><c> have</c><00:06:14.240><c> the</c><00:06:14.400><c> like</c><00:06:14.560><c> deep</c>

00:06:14.870 --> 00:06:14.880 align:start position:0%
great. It didn't have the like deep
 

00:06:14.880 --> 00:06:15.909 align:start position:0%
great. It didn't have the like deep
intelligence<00:06:15.280><c> and</c><00:06:15.440><c> understanding</c><00:06:15.759><c> of</c><00:06:15.840><c> my</c>

00:06:15.909 --> 00:06:15.919 align:start position:0%
intelligence and understanding of my
 

00:06:15.919 --> 00:06:17.430 align:start position:0%
intelligence and understanding of my
code<00:06:16.080><c> bases</c><00:06:16.400><c> that</c><00:06:16.560><c> other</c><00:06:16.720><c> models</c><00:06:17.039><c> did</c><00:06:17.120><c> at</c><00:06:17.280><c> the</c>

00:06:17.430 --> 00:06:17.440 align:start position:0%
code bases that other models did at the
 

00:06:17.440 --> 00:06:19.270 align:start position:0%
code bases that other models did at the
time,<00:06:17.759><c> but</c><00:06:18.000><c> god</c><00:06:18.240><c> damn</c><00:06:18.479><c> was</c><00:06:18.639><c> it</c><00:06:18.800><c> capable</c><00:06:19.120><c> of</c>

00:06:19.270 --> 00:06:19.280 align:start position:0%
time, but god damn was it capable of
 

00:06:19.280 --> 00:06:20.550 align:start position:0%
time, but god damn was it capable of
doing<00:06:19.440><c> incredible</c><00:06:19.840><c> stuff.</c><00:06:20.080><c> And</c><00:06:20.240><c> that's</c><00:06:20.400><c> why</c>

00:06:20.550 --> 00:06:20.560 align:start position:0%
doing incredible stuff. And that's why
 

00:06:20.560 --> 00:06:21.990 align:start position:0%
doing incredible stuff. And that's why
they<00:06:20.720><c> kept</c><00:06:20.880><c> on</c><00:06:21.039><c> iterating.</c><00:06:21.520><c> That's</c><00:06:21.680><c> why</c><00:06:21.840><c> he</c>

00:06:21.990 --> 00:06:22.000 align:start position:0%
they kept on iterating. That's why he
 

00:06:22.000 --> 00:06:23.270 align:start position:0%
they kept on iterating. That's why he
got<00:06:22.080><c> to</c><00:06:22.240><c> hire</c><00:06:22.479><c> more.</c><00:06:22.639><c> That's</c><00:06:22.800><c> why</c><00:06:22.960><c> they</c><00:06:23.120><c> put</c>

00:06:23.270 --> 00:06:23.280 align:start position:0%
got to hire more. That's why they put
 

00:06:23.280 --> 00:06:24.950 align:start position:0%
got to hire more. That's why they put
more<00:06:23.440><c> money</c><00:06:23.600><c> into</c><00:06:23.840><c> GPUs,</c><00:06:24.400><c> more</c><00:06:24.560><c> effort</c><00:06:24.720><c> into</c>

00:06:24.950 --> 00:06:24.960 align:start position:0%
more money into GPUs, more effort into
 

00:06:24.960 --> 00:06:26.390 align:start position:0%
more money into GPUs, more effort into
curating<00:06:25.280><c> all</c><00:06:25.440><c> their</c><00:06:25.600><c> data,</c><00:06:25.840><c> and</c><00:06:26.000><c> just</c><00:06:26.240><c> did</c>

00:06:26.390 --> 00:06:26.400 align:start position:0%
curating all their data, and just did
 

00:06:26.400 --> 00:06:28.070 align:start position:0%
curating all their data, and just did
everything<00:06:26.720><c> they</c><00:06:27.039><c> had</c><00:06:27.120><c> to</c><00:06:27.280><c> to</c><00:06:27.520><c> set</c><00:06:27.680><c> themselves</c>

00:06:28.070 --> 00:06:28.080 align:start position:0%
everything they had to to set themselves
 

00:06:28.080 --> 00:06:29.909 align:start position:0%
everything they had to to set themselves
up<00:06:28.479><c> to</c><00:06:28.720><c> make</c><00:06:28.880><c> better</c><00:06:29.199><c> models.</c><00:06:29.600><c> But</c><00:06:29.759><c> now</c>

00:06:29.909 --> 00:06:29.919 align:start position:0%
up to make better models. But now
 

00:06:29.919 --> 00:06:31.990 align:start position:0%
up to make better models. But now
there's<00:06:30.160><c> the</c><00:06:30.400><c> question</c><00:06:30.560><c> of</c><00:06:31.120><c> why</c><00:06:31.680><c> making</c>

00:06:31.990 --> 00:06:32.000 align:start position:0%
there's the question of why making
 

00:06:32.000 --> 00:06:33.830 align:start position:0%
there's the question of why making
models<00:06:32.319><c> is</c><00:06:32.560><c> super</c><00:06:32.880><c> expensive</c><00:06:33.440><c> and</c><00:06:33.600><c> the</c>

00:06:33.830 --> 00:06:33.840 align:start position:0%
models is super expensive and the
 

00:06:33.840 --> 00:06:35.110 align:start position:0%
models is super expensive and the
chances<00:06:34.000><c> that</c><00:06:34.160><c> you</c><00:06:34.319><c> can</c><00:06:34.400><c> make</c><00:06:34.479><c> a</c><00:06:34.639><c> model</c><00:06:34.880><c> as</c>

00:06:35.110 --> 00:06:35.120 align:start position:0%
chances that you can make a model as
 

00:06:35.120 --> 00:06:37.510 align:start position:0%
chances that you can make a model as
good<00:06:35.280><c> as</c><00:06:35.520><c> Frontier</c><00:06:36.000><c> Labs</c><00:06:36.400><c> at</c><00:06:36.720><c> anything</c><00:06:37.280><c> is</c>

00:06:37.510 --> 00:06:37.520 align:start position:0%
good as Frontier Labs at anything is
 

00:06:37.520 --> 00:06:39.510 align:start position:0%
good as Frontier Labs at anything is
very<00:06:37.759><c> low</c><00:06:38.000><c> at</c><00:06:38.160><c> best.</c><00:06:38.560><c> Why</c><00:06:38.800><c> would</c><00:06:38.960><c> they</c><00:06:39.120><c> put</c><00:06:39.280><c> all</c>

00:06:39.510 --> 00:06:39.520 align:start position:0%
very low at best. Why would they put all
 

00:06:39.520 --> 00:06:41.270 align:start position:0%
very low at best. Why would they put all
of<00:06:39.600><c> this</c><00:06:39.840><c> time</c><00:06:40.160><c> into</c><00:06:40.479><c> building</c><00:06:40.800><c> something</c><00:06:41.039><c> of</c>

00:06:41.270 --> 00:06:41.280 align:start position:0%
of this time into building something of
 

00:06:41.280 --> 00:06:43.670 align:start position:0%
of this time into building something of
their<00:06:41.440><c> own</c><00:06:41.600><c> like</c><00:06:41.840><c> this?</c><00:06:42.560><c> Well,</c><00:06:43.280><c> they</c><00:06:43.520><c> have</c>

00:06:43.670 --> 00:06:43.680 align:start position:0%
their own like this? Well, they have
 

00:06:43.680 --> 00:06:46.469 align:start position:0%
their own like this? Well, they have
some<00:06:43.919><c> competition.</c><00:06:44.960><c> I</c><00:06:45.199><c> want</c><00:06:45.280><c> to</c><00:06:45.440><c> ask</c><00:06:45.759><c> y'all</c><00:06:46.160><c> a</c>

00:06:46.469 --> 00:06:46.479 align:start position:0%
some competition. I want to ask y'all a
 

00:06:46.479 --> 00:06:48.469 align:start position:0%
some competition. I want to ask y'all a
question,<00:06:46.880><c> chat.</c><00:06:47.280><c> And</c><00:06:47.440><c> do</c><00:06:47.680><c> not</c><00:06:47.919><c> answer</c><00:06:48.240><c> this</c>

00:06:48.469 --> 00:06:48.479 align:start position:0%
question, chat. And do not answer this
 

00:06:48.479 --> 00:06:50.629 align:start position:0%
question, chat. And do not answer this
question<00:06:48.800><c> if</c><00:06:49.039><c> you</c><00:06:49.280><c> already</c><00:06:49.600><c> know</c><00:06:49.919><c> the</c><00:06:50.240><c> answer.</c>

00:06:50.629 --> 00:06:50.639 align:start position:0%
question if you already know the answer.
 

00:06:50.639 --> 00:06:52.629 align:start position:0%
question if you already know the answer.
To<00:06:50.800><c> everybody</c><00:06:51.120><c> who</c><00:06:51.440><c> doesn't,</c><00:06:51.919><c> I</c><00:06:52.160><c> want</c><00:06:52.319><c> you</c><00:06:52.479><c> to</c>

00:06:52.629 --> 00:06:52.639 align:start position:0%
To everybody who doesn't, I want you to
 

00:06:52.639 --> 00:06:55.510 align:start position:0%
To everybody who doesn't, I want you to
guess.<00:06:53.520><c> How</c><00:06:53.759><c> much</c><00:06:54.080><c> inference</c><00:06:54.880><c> do</c><00:06:55.039><c> you</c><00:06:55.280><c> think</c>

00:06:55.510 --> 00:06:55.520 align:start position:0%
guess. How much inference do you think
 

00:06:55.520 --> 00:06:58.710 align:start position:0%
guess. How much inference do you think
you<00:06:55.759><c> can</c><00:06:55.919><c> do</c><00:06:56.160><c> per</c><00:06:56.479><c> month</c><00:06:56.800><c> on</c><00:06:57.039><c> the</c><00:06:57.360><c> $200</c><00:06:58.160><c> a</c><00:06:58.400><c> month</c>

00:06:58.710 --> 00:06:58.720 align:start position:0%
you can do per month on the $200 a month
 

00:06:58.720 --> 00:07:00.469 align:start position:0%
you can do per month on the $200 a month
Claude<00:06:59.120><c> Code</c><00:06:59.440><c> plan?</c><00:06:59.919><c> Like</c><00:07:00.080><c> if</c><00:07:00.240><c> you</c><00:07:00.400><c> were</c>

00:07:00.469 --> 00:07:00.479 align:start position:0%
Claude Code plan? Like if you were
 

00:07:00.479 --> 00:07:02.870 align:start position:0%
Claude Code plan? Like if you were
paying<00:07:00.800><c> full</c><00:07:01.120><c> API</c><00:07:01.599><c> rates</c><00:07:02.160><c> and</c><00:07:02.400><c> you</c><00:07:02.560><c> max</c><00:07:02.800><c> out</c>

00:07:02.870 --> 00:07:02.880 align:start position:0%
paying full API rates and you max out
 

00:07:02.880 --> 00:07:04.870 align:start position:0%
paying full API rates and you max out
your<00:07:03.120><c> $200</c><00:07:03.520><c> a</c><00:07:03.680><c> month</c><00:07:03.840><c> plan</c><00:07:04.000><c> on</c><00:07:04.160><c> Cloud</c><00:07:04.479><c> Code,</c>

00:07:04.870 --> 00:07:04.880 align:start position:0%
your $200 a month plan on Cloud Code,
 

00:07:04.880 --> 00:07:07.029 align:start position:0%
your $200 a month plan on Cloud Code,
how<00:07:05.039><c> much</c><00:07:05.199><c> money</c><00:07:05.599><c> of</c><00:07:05.840><c> API</c><00:07:06.319><c> usage</c><00:07:06.639><c> do</c><00:07:06.800><c> you</c><00:07:06.960><c> think</c>

00:07:07.029 --> 00:07:07.039 align:start position:0%
how much money of API usage do you think
 

00:07:07.039 --> 00:07:09.110 align:start position:0%
how much money of API usage do you think
you<00:07:07.280><c> can</c><00:07:07.360><c> do?</c><00:07:07.680><c> Just</c><00:07:07.919><c> drop</c><00:07:08.240><c> numbers</c><00:07:08.560><c> in</c><00:07:08.720><c> chat.</c>

00:07:09.110 --> 00:07:09.120 align:start position:0%
you can do? Just drop numbers in chat.
 

00:07:09.120 --> 00:07:10.469 align:start position:0%
you can do? Just drop numbers in chat.
You're<00:07:09.280><c> putting</c><00:07:09.440><c> in</c><00:07:09.599><c> 200</c><00:07:09.919><c> bucks.</c><00:07:10.240><c> What</c><00:07:10.319><c> do</c><00:07:10.400><c> you</c>

00:07:10.469 --> 00:07:10.479 align:start position:0%
You're putting in 200 bucks. What do you
 

00:07:10.479 --> 00:07:13.350 align:start position:0%
You're putting in 200 bucks. What do you
think<00:07:10.560><c> you</c><00:07:10.720><c> can</c><00:07:10.880><c> get</c><00:07:10.960><c> out?</c><00:07:11.280><c> Like</c><00:07:11.840><c> 200,</c><00:07:12.560><c> 500,</c>

00:07:13.350 --> 00:07:13.360 align:start position:0%
think you can get out? Like 200, 500,
 

00:07:13.360 --> 00:07:16.629 align:start position:0%
think you can get out? Like 200, 500,
2,000?<00:07:14.400><c> Okay,</c><00:07:14.639><c> we</c><00:07:14.800><c> see</c><00:07:14.960><c> numbers</c><00:07:15.360><c> like</c><00:07:15.919><c> 2,000,</c>

00:07:16.629 --> 00:07:16.639 align:start position:0%
2,000? Okay, we see numbers like 2,000,
 

00:07:16.639 --> 00:07:19.510 align:start position:0%
2,000? Okay, we see numbers like 2,000,
1,600,<00:07:17.599><c> 3,000,</c><00:07:18.240><c> 2K,</c><00:07:18.639><c> 1K.</c><00:07:19.199><c> Remember,</c><00:07:19.360><c> you're</c>

00:07:19.510 --> 00:07:19.520 align:start position:0%
1,600, 3,000, 2K, 1K. Remember, you're
 

00:07:19.520 --> 00:07:20.950 align:start position:0%
1,600, 3,000, 2K, 1K. Remember, you're
paying<00:07:19.759><c> 200</c><00:07:20.000><c> bucks.</c><00:07:20.319><c> So</c><00:07:20.479><c> getting</c><00:07:20.720><c> anything</c>

00:07:20.950 --> 00:07:20.960 align:start position:0%
paying 200 bucks. So getting anything
 

00:07:20.960 --> 00:07:23.029 align:start position:0%
paying 200 bucks. So getting anything
over<00:07:21.280><c> 200</c><00:07:21.840><c> is</c><00:07:22.080><c> a</c><00:07:22.240><c> deal.</c><00:07:22.800><c> you</c><00:07:22.960><c> could</c>

00:07:23.029 --> 00:07:23.039 align:start position:0%
over 200 is a deal. you could
 

00:07:23.039 --> 00:07:25.350 align:start position:0%
over 200 is a deal. you could
theoretically<00:07:23.520><c> get</c><00:07:23.599><c> way</c><00:07:23.840><c> more.</c><00:07:24.400><c> So,</c><00:07:25.199><c> here's</c>

00:07:25.350 --> 00:07:25.360 align:start position:0%
theoretically get way more. So, here's
 

00:07:25.360 --> 00:07:26.950 align:start position:0%
theoretically get way more. So, here's
where<00:07:25.520><c> things</c><00:07:25.759><c> get</c><00:07:25.919><c> interesting.</c><00:07:26.400><c> When</c><00:07:26.639><c> Cloud</c>

00:07:26.950 --> 00:07:26.960 align:start position:0%
where things get interesting. When Cloud
 

00:07:26.960 --> 00:07:29.110 align:start position:0%
where things get interesting. When Cloud
Code<00:07:27.280><c> first</c><00:07:27.599><c> introduced</c><00:07:28.080><c> the</c><00:07:28.319><c> $200</c><00:07:28.800><c> a</c><00:07:28.880><c> month</c>

00:07:29.110 --> 00:07:29.120 align:start position:0%
Code first introduced the $200 a month
 

00:07:29.120 --> 00:07:31.589 align:start position:0%
Code first introduced the $200 a month
sub,<00:07:29.599><c> the</c><00:07:29.840><c> answer</c><00:07:30.080><c> was</c><00:07:30.319><c> around</c><00:07:30.720><c> $1,500</c><00:07:31.440><c> to</c>

00:07:31.589 --> 00:07:31.599 align:start position:0%
sub, the answer was around $1,500 to
 

00:07:31.599 --> 00:07:33.990 align:start position:0%
sub, the answer was around $1,500 to
$2,000,<00:07:32.639><c> but</c><00:07:32.800><c> they</c><00:07:32.960><c> have</c><00:07:33.199><c> continued</c><00:07:33.599><c> ramping</c>

00:07:33.990 --> 00:07:34.000 align:start position:0%
$2,000, but they have continued ramping
 

00:07:34.000 --> 00:07:35.990 align:start position:0%
$2,000, but they have continued ramping
it<00:07:34.160><c> up</c><00:07:34.560><c> since.</c><00:07:35.199><c> According</c><00:07:35.440><c> to</c><00:07:35.520><c> Kurser's</c>

00:07:35.990 --> 00:07:36.000 align:start position:0%
it up since. According to Kurser's
 

00:07:36.000 --> 00:07:37.430 align:start position:0%
it up since. According to Kurser's
internal<00:07:36.319><c> analysis,</c><00:07:36.800><c> their</c><00:07:37.039><c> last</c><00:07:37.199><c> year</c>

00:07:37.430 --> 00:07:37.440 align:start position:0%
internal analysis, their last year
 

00:07:37.440 --> 00:07:38.950 align:start position:0%
internal analysis, their last year
estimate<00:07:37.680><c> was</c><00:07:37.840><c> that</c><00:07:38.080><c> $200</c><00:07:38.400><c> per</c><00:07:38.560><c> month</c><00:07:38.720><c> cloud</c>

00:07:38.950 --> 00:07:38.960 align:start position:0%
estimate was that $200 per month cloud
 

00:07:38.960 --> 00:07:41.029 align:start position:0%
estimate was that $200 per month cloud
code<00:07:39.120><c> sub</c><00:07:39.360><c> gave</c><00:07:39.440><c> you</c><00:07:39.680><c> $2,000</c><00:07:40.160><c> in</c><00:07:40.319><c> compute,</c><00:07:40.800><c> but</c>

00:07:41.029 --> 00:07:41.039 align:start position:0%
code sub gave you $2,000 in compute, but
 

00:07:41.039 --> 00:07:42.390 align:start position:0%
code sub gave you $2,000 in compute, but
now<00:07:41.199><c> the</c><00:07:41.360><c> subsidiation</c><00:07:41.919><c> appeared</c><00:07:42.160><c> more</c>

00:07:42.390 --> 00:07:42.400 align:start position:0%
now the subsidiation appeared more
 

00:07:42.400 --> 00:07:44.230 align:start position:0%
now the subsidiation appeared more
aggressive<00:07:42.800><c> with</c><00:07:43.120><c> $200</c><00:07:43.520><c> plans</c><00:07:43.840><c> able</c><00:07:44.080><c> to</c>

00:07:44.230 --> 00:07:44.240 align:start position:0%
aggressive with $200 plans able to
 

00:07:44.240 --> 00:07:47.029 align:start position:0%
aggressive with $200 plans able to
consume<00:07:44.560><c> about</c><00:07:45.120><c> $5,000</c><00:07:46.080><c> in</c><00:07:46.319><c> compute.</c><00:07:46.800><c> Do</c><00:07:46.960><c> you</c>

00:07:47.029 --> 00:07:47.039 align:start position:0%
consume about $5,000 in compute. Do you
 

00:07:47.039 --> 00:07:49.510 align:start position:0%
consume about $5,000 in compute. Do you
see<00:07:47.199><c> the</c><00:07:47.440><c> problem</c><00:07:47.680><c> here?</c><00:07:48.400><c> That</c><00:07:48.560><c> is</c><00:07:48.800><c> insane.</c>

00:07:49.510 --> 00:07:49.520 align:start position:0%
see the problem here? That is insane.
 

00:07:49.520 --> 00:07:52.070 align:start position:0%
see the problem here? That is insane.
This<00:07:49.759><c> level</c><00:07:50.000><c> of</c><00:07:50.240><c> subsidization</c><00:07:51.199><c> is</c><00:07:51.520><c> absurd.</c>

00:07:52.070 --> 00:07:52.080 align:start position:0%
This level of subsidization is absurd.
 

00:07:52.080 --> 00:07:53.909 align:start position:0%
This level of subsidization is absurd.
And<00:07:52.240><c> I</c><00:07:52.400><c> want</c><00:07:52.479><c> to</c><00:07:52.639><c> be</c><00:07:52.720><c> clear,</c><00:07:53.120><c> that's</c><00:07:53.440><c> not</c><00:07:53.680><c> going</c>

00:07:53.909 --> 00:07:53.919 align:start position:0%
And I want to be clear, that's not going
 

00:07:53.919 --> 00:07:55.589 align:start position:0%
And I want to be clear, that's not going
to<00:07:54.080><c> last.</c><00:07:54.560><c> Anthropic</c><00:07:55.120><c> is</c><00:07:55.199><c> not</c><00:07:55.360><c> going</c><00:07:55.440><c> to</c><00:07:55.520><c> be</c>

00:07:55.589 --> 00:07:55.599 align:start position:0%
to last. Anthropic is not going to be
 

00:07:55.599 --> 00:07:57.270 align:start position:0%
to last. Anthropic is not going to be
able<00:07:55.759><c> to</c><00:07:55.919><c> keep</c><00:07:56.160><c> giving</c><00:07:56.400><c> you</c><00:07:56.560><c> this</c><00:07:56.800><c> insane</c>

00:07:57.270 --> 00:07:57.280 align:start position:0%
able to keep giving you this insane
 

00:07:57.280 --> 00:07:58.950 align:start position:0%
able to keep giving you this insane
amount<00:07:57.440><c> of</c><00:07:57.599><c> inference</c><00:07:58.080><c> for</c><00:07:58.319><c> that</c><00:07:58.560><c> type</c><00:07:58.800><c> of</c>

00:07:58.950 --> 00:07:58.960 align:start position:0%
amount of inference for that type of
 

00:07:58.960 --> 00:08:01.270 align:start position:0%
amount of inference for that type of
price.<00:07:59.759><c> They</c><00:08:00.000><c> just</c><00:08:00.160><c> they</c><00:08:00.400><c> can't.</c><00:08:00.720><c> That's</c><00:08:01.039><c> not</c>

00:08:01.270 --> 00:08:01.280 align:start position:0%
price. They just they can't. That's not
 

00:08:01.280 --> 00:08:03.110 align:start position:0%
price. They just they can't. That's not
realistic.<00:08:01.919><c> They</c><00:08:02.080><c> just</c><00:08:02.240><c> want</c><00:08:02.319><c> to</c><00:08:02.560><c> price</c>

00:08:03.110 --> 00:08:03.120 align:start position:0%
realistic. They just want to price
 

00:08:03.120 --> 00:08:04.710 align:start position:0%
realistic. They just want to price
everyone<00:08:03.520><c> out.</c><00:08:04.000><c> That's</c><00:08:04.240><c> why</c><00:08:04.400><c> they're</c><00:08:04.560><c> doing</c>

00:08:04.710 --> 00:08:04.720 align:start position:0%
everyone out. That's why they're doing
 

00:08:04.720 --> 00:08:06.150 align:start position:0%
everyone out. That's why they're doing
this.<00:08:04.960><c> That's</c><00:08:05.120><c> why</c><00:08:05.280><c> they're</c><00:08:05.440><c> subsidizing</c><00:08:06.000><c> so</c>

00:08:06.150 --> 00:08:06.160 align:start position:0%
this. That's why they're subsidizing so
 

00:08:06.160 --> 00:08:07.830 align:start position:0%
this. That's why they're subsidizing so
hard.<00:08:06.479><c> And</c><00:08:06.639><c> for</c><00:08:06.800><c> what</c><00:08:06.960><c> it's</c><00:08:07.120><c> worth,</c><00:08:07.599><c> that's</c>

00:08:07.830 --> 00:08:07.840 align:start position:0%
hard. And for what it's worth, that's
 

00:08:07.840 --> 00:08:09.589 align:start position:0%
hard. And for what it's worth, that's
why<00:08:08.080><c> we</c><00:08:08.319><c> don't</c><00:08:08.479><c> sell</c><00:08:08.720><c> our</c><00:08:08.879><c> own</c><00:08:09.039><c> subscriptions</c>

00:08:09.589 --> 00:08:09.599 align:start position:0%
why we don't sell our own subscriptions
 

00:08:09.599 --> 00:08:12.390 align:start position:0%
why we don't sell our own subscriptions
in<00:08:09.840><c> T3</c><00:08:10.319><c> Code.</c><00:08:10.800><c> It</c><00:08:11.039><c> is</c><00:08:11.280><c> way</c><00:08:11.520><c> too</c><00:08:11.759><c> expensive</c><00:08:12.160><c> to</c>

00:08:12.390 --> 00:08:12.400 align:start position:0%
in T3 Code. It is way too expensive to
 

00:08:12.400 --> 00:08:14.550 align:start position:0%
in T3 Code. It is way too expensive to
hit<00:08:12.639><c> Cloud</c><00:08:12.960><c> models</c><00:08:13.280><c> over</c><00:08:13.599><c> API.</c><00:08:14.240><c> And</c><00:08:14.400><c> that's</c>

00:08:14.550 --> 00:08:14.560 align:start position:0%
hit Cloud models over API. And that's
 

00:08:14.560 --> 00:08:16.150 align:start position:0%
hit Cloud models over API. And that's
why<00:08:14.720><c> we</c><00:08:14.879><c> let</c><00:08:15.039><c> you</c><00:08:15.199><c> bring</c><00:08:15.360><c> your</c><00:08:15.520><c> own</c><00:08:15.680><c> sub.</c><00:08:16.000><c> So,</c>

00:08:16.150 --> 00:08:16.160 align:start position:0%
why we let you bring your own sub. So,
 

00:08:16.160 --> 00:08:17.830 align:start position:0%
why we let you bring your own sub. So,
if<00:08:16.319><c> you're</c><00:08:16.400><c> using</c><00:08:16.560><c> Codeex</c><00:08:17.039><c> with</c><00:08:17.120><c> the</c><00:08:17.280><c> OpenAI</c>

00:08:17.830 --> 00:08:17.840 align:start position:0%
if you're using Codeex with the OpenAI
 

00:08:17.840 --> 00:08:19.670 align:start position:0%
if you're using Codeex with the OpenAI
subscription<00:08:18.240><c> or</c><00:08:18.560><c> Cloud</c><00:08:18.879><c> with</c><00:08:18.960><c> an</c><00:08:19.199><c> anthropic</c>

00:08:19.670 --> 00:08:19.680 align:start position:0%
subscription or Cloud with an anthropic
 

00:08:19.680 --> 00:08:21.749 align:start position:0%
subscription or Cloud with an anthropic
subscription,<00:08:20.319><c> you</c><00:08:20.479><c> can</c><00:08:20.560><c> use</c><00:08:20.720><c> T3</c><00:08:21.199><c> Code</c><00:08:21.520><c> with</c>

00:08:21.749 --> 00:08:21.759 align:start position:0%
subscription, you can use T3 Code with
 

00:08:21.759 --> 00:08:23.270 align:start position:0%
subscription, you can use T3 Code with
either<00:08:22.080><c> of</c><00:08:22.240><c> those.</c><00:08:22.639><c> So,</c><00:08:22.720><c> if</c><00:08:22.879><c> you're</c><00:08:22.960><c> on</c><00:08:23.120><c> the</c>

00:08:23.270 --> 00:08:23.280 align:start position:0%
either of those. So, if you're on the
 

00:08:23.280 --> 00:08:25.029 align:start position:0%
either of those. So, if you're on the
$200<00:08:23.680><c> a</c><00:08:23.759><c> month</c><00:08:23.919><c> plan</c><00:08:24.080><c> for</c><00:08:24.160><c> Codex</c><00:08:24.479><c> and</c><00:08:24.560><c> the</c><00:08:24.720><c> $200</c>

00:08:25.029 --> 00:08:25.039 align:start position:0%
$200 a month plan for Codex and the $200
 

00:08:25.039 --> 00:08:26.469 align:start position:0%
$200 a month plan for Codex and the $200
month<00:08:25.199><c> plan</c><00:08:25.440><c> for</c><00:08:25.520><c> Claude,</c><00:08:25.919><c> that's</c><00:08:26.160><c> like</c>

00:08:26.469 --> 00:08:26.479 align:start position:0%
month plan for Claude, that's like
 

00:08:26.479 --> 00:08:28.309 align:start position:0%
month plan for Claude, that's like
$10,000<00:08:27.120><c> of</c><00:08:27.280><c> inference</c><00:08:27.680><c> in</c><00:08:27.840><c> a</c><00:08:28.000><c> really</c><00:08:28.160><c> good</c>

00:08:28.309 --> 00:08:28.319 align:start position:0%
$10,000 of inference in a really good
 

00:08:28.319 --> 00:08:30.070 align:start position:0%
$10,000 of inference in a really good
interface.<00:08:28.879><c> Just</c><00:08:29.120><c> saying.</c><00:08:29.520><c> We</c><00:08:29.680><c> don't</c><00:08:29.840><c> charge</c>

00:08:30.070 --> 00:08:30.080 align:start position:0%
interface. Just saying. We don't charge
 

00:08:30.080 --> 00:08:31.830 align:start position:0%
interface. Just saying. We don't charge
money.<00:08:30.400><c> It's</c><00:08:30.639><c> free,</c><00:08:30.960><c> open</c><00:08:31.199><c> source.</c><00:08:31.599><c> You</c><00:08:31.680><c> can</c>

00:08:31.830 --> 00:08:31.840 align:start position:0%
money. It's free, open source. You can
 

00:08:31.840 --> 00:08:33.190 align:start position:0%
money. It's free, open source. You can
change<00:08:31.919><c> it</c><00:08:32.080><c> and</c><00:08:32.320><c> edit</c><00:08:32.560><c> and</c><00:08:32.719><c> do</c><00:08:32.800><c> whatever</c><00:08:33.039><c> you</c>

00:08:33.190 --> 00:08:33.200 align:start position:0%
change it and edit and do whatever you
 

00:08:33.200 --> 00:08:34.709 align:start position:0%
change it and edit and do whatever you
want<00:08:33.279><c> with</c><00:08:33.519><c> it.</c><00:08:33.760><c> But</c><00:08:33.919><c> if</c><00:08:34.080><c> you</c><00:08:34.159><c> have</c><00:08:34.240><c> these</c><00:08:34.479><c> subs</c>

00:08:34.709 --> 00:08:34.719 align:start position:0%
want with it. But if you have these subs
 

00:08:34.719 --> 00:08:36.230 align:start position:0%
want with it. But if you have these subs
and<00:08:34.880><c> you</c><00:08:34.959><c> want</c><00:08:35.039><c> a</c><00:08:35.200><c> UI</c><00:08:35.440><c> that</c><00:08:35.599><c> doesn't</c><00:08:35.839><c> suck,</c>

00:08:36.230 --> 00:08:36.240 align:start position:0%
and you want a UI that doesn't suck,
 

00:08:36.240 --> 00:08:38.389 align:start position:0%
and you want a UI that doesn't suck,
consider<00:08:36.640><c> T3</c><00:08:37.039><c> Code.</c><00:08:37.360><c> Just</c><00:08:37.519><c> just</c><00:08:37.760><c> saying.</c><00:08:38.240><c> But</c>

00:08:38.389 --> 00:08:38.399 align:start position:0%
consider T3 Code. Just just saying. But
 

00:08:38.399 --> 00:08:40.790 align:start position:0%
consider T3 Code. Just just saying. But
Cursor<00:08:38.959><c> can't</c><00:08:39.440><c> do</c><00:08:39.599><c> that.</c><00:08:40.080><c> And</c><00:08:40.159><c> there's</c><00:08:40.560><c> a</c>

00:08:40.790 --> 00:08:40.800 align:start position:0%
Cursor can't do that. And there's a
 

00:08:40.800 --> 00:08:43.029 align:start position:0%
Cursor can't do that. And there's a
bunch<00:08:41.120><c> of</c><00:08:41.360><c> reasons</c><00:08:41.680><c> why.</c><00:08:42.080><c> The</c><00:08:42.320><c> biggest</c><00:08:42.560><c> one</c><00:08:42.800><c> by</c>

00:08:43.029 --> 00:08:43.039 align:start position:0%
bunch of reasons why. The biggest one by
 

00:08:43.039 --> 00:08:44.550 align:start position:0%
bunch of reasons why. The biggest one by
far<00:08:43.200><c> is</c><00:08:43.360><c> that</c><00:08:43.519><c> they</c><00:08:43.680><c> have</c><00:08:43.760><c> to</c><00:08:43.919><c> maintain</c><00:08:44.159><c> a</c><00:08:44.399><c> good</c>

00:08:44.550 --> 00:08:44.560 align:start position:0%
far is that they have to maintain a good
 

00:08:44.560 --> 00:08:46.310 align:start position:0%
far is that they have to maintain a good
working<00:08:44.880><c> relationship</c><00:08:45.440><c> with</c><00:08:45.760><c> both</c><00:08:46.000><c> of</c><00:08:46.160><c> the</c>

00:08:46.310 --> 00:08:46.320 align:start position:0%
working relationship with both of the
 

00:08:46.320 --> 00:08:48.630 align:start position:0%
working relationship with both of the
labs<00:08:47.040><c> because</c><00:08:47.600><c> they</c><00:08:47.839><c> rely</c><00:08:48.080><c> on</c><00:08:48.240><c> them</c><00:08:48.399><c> so</c>

00:08:48.630 --> 00:08:48.640 align:start position:0%
labs because they rely on them so
 

00:08:48.640 --> 00:08:50.710 align:start position:0%
labs because they rely on them so
heavily<00:08:48.959><c> in</c><00:08:49.279><c> their</c><00:08:49.600><c> application</c><00:08:50.240><c> and</c><00:08:50.480><c> a</c><00:08:50.640><c> lot</c>

00:08:50.710 --> 00:08:50.720 align:start position:0%
heavily in their application and a lot
 

00:08:50.720 --> 00:08:52.070 align:start position:0%
heavily in their application and a lot
of<00:08:50.800><c> cursor's</c><00:08:51.279><c> revenue</c><00:08:51.680><c> comes</c><00:08:51.920><c> from</c>

00:08:52.070 --> 00:08:52.080 align:start position:0%
of cursor's revenue comes from
 

00:08:52.080 --> 00:08:53.350 align:start position:0%
of cursor's revenue comes from
subscriptions<00:08:52.560><c> that</c><00:08:52.720><c> they're</c><00:08:52.959><c> selling</c><00:08:53.120><c> to</c>

00:08:53.350 --> 00:08:53.360 align:start position:0%
subscriptions that they're selling to
 

00:08:53.360 --> 00:08:55.269 align:start position:0%
subscriptions that they're selling to
giant<00:08:53.680><c> enterprises</c><00:08:54.399><c> that</c><00:08:54.640><c> are</c><00:08:54.800><c> paying</c><00:08:55.040><c> for</c>

00:08:55.269 --> 00:08:55.279 align:start position:0%
giant enterprises that are paying for
 

00:08:55.279 --> 00:08:56.949 align:start position:0%
giant enterprises that are paying for
this<00:08:55.440><c> inference</c><00:08:56.000><c> through</c><00:08:56.240><c> that</c><00:08:56.480><c> cursor</c>

00:08:56.949 --> 00:08:56.959 align:start position:0%
this inference through that cursor
 

00:08:56.959 --> 00:08:58.790 align:start position:0%
this inference through that cursor
subscription.<00:08:57.760><c> So</c><00:08:58.000><c> they</c><00:08:58.240><c> need</c><00:08:58.399><c> ways</c><00:08:58.640><c> to</c>

00:08:58.790 --> 00:08:58.800 align:start position:0%
subscription. So they need ways to
 

00:08:58.800 --> 00:09:01.190 align:start position:0%
subscription. So they need ways to
reduce<00:08:59.279><c> costs</c><00:08:59.839><c> because</c><00:09:00.080><c> if</c><00:09:00.320><c> Enthropic</c><00:09:00.959><c> can</c>

00:09:01.190 --> 00:09:01.200 align:start position:0%
reduce costs because if Enthropic can
 

00:09:01.200 --> 00:09:04.470 align:start position:0%
reduce costs because if Enthropic can
charge<00:09:01.920><c> Cursor</c><00:09:02.640><c> $200</c><00:09:03.200><c> for</c><00:09:03.519><c> $200</c><00:09:03.839><c> of</c><00:09:04.000><c> inference</c>

00:09:04.470 --> 00:09:04.480 align:start position:0%
charge Cursor $200 for $200 of inference
 

00:09:04.480 --> 00:09:05.750 align:start position:0%
charge Cursor $200 for $200 of inference
and<00:09:04.640><c> then</c><00:09:04.800><c> they</c><00:09:04.959><c> have</c><00:09:05.040><c> to</c><00:09:05.200><c> try</c><00:09:05.279><c> and</c><00:09:05.440><c> find</c><00:09:05.600><c> a</c><00:09:05.680><c> way</c>

00:09:05.750 --> 00:09:05.760 align:start position:0%
and then they have to try and find a way
 

00:09:05.760 --> 00:09:07.750 align:start position:0%
and then they have to try and find a way
to<00:09:05.920><c> justify</c><00:09:06.240><c> that</c><00:09:06.399><c> to</c><00:09:06.560><c> their</c><00:09:06.720><c> users,</c><00:09:07.360><c> but</c><00:09:07.519><c> they</c>

00:09:07.750 --> 00:09:07.760 align:start position:0%
to justify that to their users, but they
 

00:09:07.760 --> 00:09:10.470 align:start position:0%
to justify that to their users, but they
go<00:09:07.839><c> and</c><00:09:08.080><c> resell</c><00:09:08.480><c> the</c><00:09:08.640><c> same</c><00:09:08.800><c> inference</c><00:09:09.279><c> for</c><00:09:09.680><c> 25x</c>

00:09:10.470 --> 00:09:10.480 align:start position:0%
go and resell the same inference for 25x
 

00:09:10.480 --> 00:09:11.829 align:start position:0%
go and resell the same inference for 25x
discount<00:09:10.959><c> to</c><00:09:11.200><c> people</c><00:09:11.360><c> on</c><00:09:11.600><c> their</c>

00:09:11.829 --> 00:09:11.839 align:start position:0%
discount to people on their
 

00:09:11.839 --> 00:09:13.269 align:start position:0%
discount to people on their
subscription.<00:09:12.560><c> You're</c><00:09:12.800><c> kind</c><00:09:12.959><c> of</c><00:09:13.040><c> just</c>

00:09:13.269 --> 00:09:13.279 align:start position:0%
subscription. You're kind of just
 

00:09:13.279 --> 00:09:14.870 align:start position:0%
subscription. You're kind of just
screwed.<00:09:13.839><c> And</c><00:09:14.000><c> I</c><00:09:14.160><c> get</c><00:09:14.240><c> it.</c><00:09:14.399><c> Like</c><00:09:14.640><c> I</c><00:09:14.800><c> don't</c><00:09:14.800><c> know</c>

00:09:14.870 --> 00:09:14.880 align:start position:0%
screwed. And I get it. Like I don't know
 

00:09:14.880 --> 00:09:16.310 align:start position:0%
screwed. And I get it. Like I don't know
how<00:09:15.040><c> we're</c><00:09:15.200><c> going</c><00:09:15.279><c> to</c><00:09:15.360><c> make</c><00:09:15.519><c> money</c><00:09:15.600><c> on</c><00:09:15.839><c> T3</c>

00:09:16.310 --> 00:09:16.320 align:start position:0%
how we're going to make money on T3
 

00:09:16.320 --> 00:09:18.150 align:start position:0%
how we're going to make money on T3
code.<00:09:16.720><c> Like</c><00:09:16.959><c> we're</c><00:09:17.200><c> not</c><00:09:17.360><c> charging</c><00:09:17.760><c> subs.</c><00:09:18.000><c> It's</c>

00:09:18.150 --> 00:09:18.160 align:start position:0%
code. Like we're not charging subs. It's
 

00:09:18.160 --> 00:09:19.590 align:start position:0%
code. Like we're not charging subs. It's
kind<00:09:18.320><c> of</c><00:09:18.399><c> crazy</c><00:09:18.560><c> that</c><00:09:18.800><c> we</c><00:09:18.959><c> spent</c><00:09:19.120><c> all</c><00:09:19.279><c> of</c><00:09:19.360><c> this</c>

00:09:19.590 --> 00:09:19.600 align:start position:0%
kind of crazy that we spent all of this
 

00:09:19.600 --> 00:09:21.670 align:start position:0%
kind of crazy that we spent all of this
time<00:09:19.680><c> and</c><00:09:19.920><c> money</c><00:09:20.080><c> and</c><00:09:20.320><c> energy,</c><00:09:20.800><c> effort</c><00:09:21.200><c> and</c>

00:09:21.670 --> 00:09:21.680 align:start position:0%
time and money and energy, effort and
 

00:09:21.680 --> 00:09:24.070 align:start position:0%
time and money and energy, effort and
space<00:09:22.320><c> to</c><00:09:22.640><c> build</c><00:09:22.880><c> something</c><00:09:23.440><c> that</c><00:09:23.680><c> is</c><00:09:23.839><c> making</c>

00:09:24.070 --> 00:09:24.080 align:start position:0%
space to build something that is making
 

00:09:24.080 --> 00:09:26.310 align:start position:0%
space to build something that is making
it<00:09:24.240><c> so</c><00:09:24.399><c> OpenAI</c><00:09:25.040><c> and</c><00:09:25.279><c> Anthropic</c><00:09:25.920><c> sell</c><00:09:26.080><c> more</c>

00:09:26.310 --> 00:09:26.320 align:start position:0%
it so OpenAI and Anthropic sell more
 

00:09:26.320 --> 00:09:27.509 align:start position:0%
it so OpenAI and Anthropic sell more
subscriptions<00:09:26.720><c> and</c><00:09:26.880><c> we</c><00:09:26.959><c> don't</c><00:09:27.040><c> get</c><00:09:27.200><c> paid</c><00:09:27.360><c> a</c>

00:09:27.509 --> 00:09:27.519 align:start position:0%
subscriptions and we don't get paid a
 

00:09:27.519 --> 00:09:29.269 align:start position:0%
subscriptions and we don't get paid a
scent.<00:09:27.839><c> This</c><00:09:28.000><c> is</c><00:09:28.160><c> not</c><00:09:28.320><c> the</c><00:09:28.560><c> most</c><00:09:28.720><c> realistic</c>

00:09:29.269 --> 00:09:29.279 align:start position:0%
scent. This is not the most realistic
 

00:09:29.279 --> 00:09:31.430 align:start position:0%
scent. This is not the most realistic
path<00:09:29.680><c> as</c><00:09:29.920><c> a</c><00:09:30.080><c> business.</c><00:09:30.640><c> We</c><00:09:30.880><c> even</c><00:09:31.040><c> make</c><00:09:31.200><c> you</c>

00:09:31.430 --> 00:09:31.440 align:start position:0%
path as a business. We even make you
 

00:09:31.440 --> 00:09:33.990 align:start position:0%
path as a business. We even make you
install<00:09:31.839><c> the</c><00:09:32.080><c> official</c><00:09:32.480><c> cloud</c><00:09:32.720><c> and</c><00:09:32.959><c> Codex</c><00:09:33.440><c> CLI</c>

00:09:33.990 --> 00:09:34.000 align:start position:0%
install the official cloud and Codex CLI
 

00:09:34.000 --> 00:09:35.590 align:start position:0%
install the official cloud and Codex CLI
if<00:09:34.080><c> you</c><00:09:34.240><c> want</c><00:09:34.320><c> to</c><00:09:34.399><c> use</c><00:09:34.560><c> those.</c><00:09:34.800><c> Like</c><00:09:35.040><c> we</c><00:09:35.279><c> don't</c>

00:09:35.590 --> 00:09:35.600 align:start position:0%
if you want to use those. Like we don't
 

00:09:35.600 --> 00:09:37.829 align:start position:0%
if you want to use those. Like we don't
do<00:09:35.839><c> anything</c><00:09:36.160><c> over</c><00:09:36.480><c> API</c><00:09:37.120><c> or</c><00:09:37.279><c> with</c><00:09:37.519><c> our</c><00:09:37.680><c> own</c>

00:09:37.829 --> 00:09:37.839 align:start position:0%
do anything over API or with our own
 

00:09:37.839 --> 00:09:39.030 align:start position:0%
do anything over API or with our own
integration<00:09:38.240><c> or</c><00:09:38.399><c> anything</c><00:09:38.640><c> we</c><00:09:38.800><c> can</c><00:09:38.880><c> charge</c>

00:09:39.030 --> 00:09:39.040 align:start position:0%
integration or anything we can charge
 

00:09:39.040 --> 00:09:40.470 align:start position:0%
integration or anything we can charge
for<00:09:39.279><c> and</c><00:09:39.440><c> I</c><00:09:39.600><c> don't</c><00:09:39.680><c> even</c><00:09:39.839><c> know</c><00:09:39.920><c> how</c><00:09:40.160><c> we</c><00:09:40.320><c> would</c>

00:09:40.470 --> 00:09:40.480 align:start position:0%
for and I don't even know how we would
 

00:09:40.480 --> 00:09:42.070 align:start position:0%
for and I don't even know how we would
at<00:09:40.640><c> this</c><00:09:40.800><c> point.</c><00:09:41.040><c> We</c><00:09:41.279><c> have</c><00:09:41.440><c> things</c><00:09:41.680><c> we</c><00:09:41.839><c> want</c><00:09:41.920><c> to</c>

00:09:42.070 --> 00:09:42.080 align:start position:0%
at this point. We have things we want to
 

00:09:42.080 --> 00:09:43.269 align:start position:0%
at this point. We have things we want to
build<00:09:42.160><c> in</c><00:09:42.320><c> the</c><00:09:42.399><c> future</c><00:09:42.640><c> some</c><00:09:42.800><c> of</c><00:09:42.880><c> which</c><00:09:43.120><c> might</c>

00:09:43.269 --> 00:09:43.279 align:start position:0%
build in the future some of which might
 

00:09:43.279 --> 00:09:45.590 align:start position:0%
build in the future some of which might
have<00:09:43.440><c> to</c><00:09:43.600><c> cost</c><00:09:43.839><c> money</c><00:09:44.080><c> but</c><00:09:44.399><c> like</c><00:09:44.959><c> we</c><00:09:45.200><c> are</c><00:09:45.360><c> doing</c>

00:09:45.590 --> 00:09:45.600 align:start position:0%
have to cost money but like we are doing
 

00:09:45.600 --> 00:09:47.750 align:start position:0%
have to cost money but like we are doing
this<00:09:45.760><c> because</c><00:09:46.000><c> we</c><00:09:46.240><c> want</c><00:09:46.399><c> it.</c><00:09:46.959><c> cursor</c><00:09:47.440><c> needs</c><00:09:47.600><c> to</c>

00:09:47.750 --> 00:09:47.760 align:start position:0%
this because we want it. cursor needs to
 

00:09:47.760 --> 00:09:49.430 align:start position:0%
this because we want it. cursor needs to
make<00:09:48.000><c> billions</c><00:09:48.399><c> of</c><00:09:48.480><c> dollars</c><00:09:48.800><c> to</c><00:09:49.040><c> justify</c>

00:09:49.430 --> 00:09:49.440 align:start position:0%
make billions of dollars to justify
 

00:09:49.440 --> 00:09:51.590 align:start position:0%
make billions of dollars to justify
their<00:09:49.760><c> billions</c><00:09:50.160><c> of</c><00:09:50.320><c> dollar</c><00:09:50.640><c> valuation.</c><00:09:51.360><c> They</c>

00:09:51.590 --> 00:09:51.600 align:start position:0%
their billions of dollar valuation. They
 

00:09:51.600 --> 00:09:53.509 align:start position:0%
their billions of dollar valuation. They
need<00:09:51.760><c> to</c><00:09:51.920><c> be</c><00:09:52.000><c> able</c><00:09:52.160><c> to</c><00:09:52.320><c> make</c><00:09:52.480><c> a</c><00:09:52.720><c> profit</c><00:09:53.120><c> off</c><00:09:53.360><c> of</c>

00:09:53.509 --> 00:09:53.519 align:start position:0%
need to be able to make a profit off of
 

00:09:53.519 --> 00:09:55.590 align:start position:0%
need to be able to make a profit off of
the<00:09:53.680><c> inference</c><00:09:54.240><c> and</c><00:09:54.560><c> anthropic</c><00:09:55.040><c> is</c><00:09:55.200><c> making</c><00:09:55.360><c> it</c>

00:09:55.590 --> 00:09:55.600 align:start position:0%
the inference and anthropic is making it
 

00:09:55.600 --> 00:09:57.430 align:start position:0%
the inference and anthropic is making it
very<00:09:55.839><c> hard</c><00:09:56.000><c> for</c><00:09:56.160><c> them</c><00:09:56.320><c> to</c><00:09:56.480><c> do</c><00:09:56.640><c> that.</c><00:09:56.959><c> So</c><00:09:57.120><c> they</c>

00:09:57.430 --> 00:09:57.440 align:start position:0%
very hard for them to do that. So they
 

00:09:57.440 --> 00:09:59.509 align:start position:0%
very hard for them to do that. So they
need<00:09:57.600><c> a</c><00:09:57.760><c> wedge.</c><00:09:58.320><c> We</c><00:09:58.560><c> need</c><00:09:58.640><c> to</c><00:09:58.800><c> think</c><00:09:58.959><c> about</c>

00:09:59.509 --> 00:09:59.519 align:start position:0%
need a wedge. We need to think about
 

00:09:59.519 --> 00:10:01.350 align:start position:0%
need a wedge. We need to think about
leverage<00:10:00.000><c> for</c><00:10:00.240><c> a</c><00:10:00.480><c> second</c><00:10:00.640><c> here</c><00:10:01.040><c> because</c>

00:10:01.350 --> 00:10:01.360 align:start position:0%
leverage for a second here because
 

00:10:01.360 --> 00:10:03.269 align:start position:0%
leverage for a second here because
Anthropic<00:10:02.080><c> has</c><00:10:02.320><c> a</c><00:10:02.480><c> lot</c><00:10:02.560><c> of</c><00:10:02.720><c> leverage.</c><00:10:03.120><c> They</c>

00:10:03.269 --> 00:10:03.279 align:start position:0%
Anthropic has a lot of leverage. They
 

00:10:03.279 --> 00:10:05.030 align:start position:0%
Anthropic has a lot of leverage. They
have<00:10:03.360><c> the</c><00:10:03.519><c> model</c><00:10:03.839><c> everybody</c><00:10:04.240><c> wants</c><00:10:04.480><c> to</c><00:10:04.640><c> use.</c>

00:10:05.030 --> 00:10:05.040 align:start position:0%
have the model everybody wants to use.
 

00:10:05.040 --> 00:10:07.190 align:start position:0%
have the model everybody wants to use.
They<00:10:05.360><c> have</c><00:10:05.519><c> the</c><00:10:05.839><c> APIs</c><00:10:06.399><c> everybody</c><00:10:06.720><c> has</c><00:10:06.880><c> to</c><00:10:07.040><c> use</c>

00:10:07.190 --> 00:10:07.200 align:start position:0%
They have the APIs everybody has to use
 

00:10:07.200 --> 00:10:09.190 align:start position:0%
They have the APIs everybody has to use
to<00:10:07.440><c> use</c><00:10:07.600><c> them</c><00:10:07.839><c> and</c><00:10:08.080><c> as</c><00:10:08.320><c> such</c><00:10:08.640><c> everybody</c><00:10:08.880><c> has</c><00:10:09.120><c> to</c>

00:10:09.190 --> 00:10:09.200 align:start position:0%
to use them and as such everybody has to
 

00:10:09.200 --> 00:10:11.190 align:start position:0%
to use them and as such everybody has to
pay<00:10:09.440><c> them</c><00:10:09.760><c> to</c><00:10:10.160><c> get</c><00:10:10.320><c> the</c><00:10:10.480><c> thing</c><00:10:10.640><c> they</c><00:10:10.880><c> want</c>

00:10:11.190 --> 00:10:11.200 align:start position:0%
pay them to get the thing they want
 

00:10:11.200 --> 00:10:13.350 align:start position:0%
pay them to get the thing they want
which<00:10:11.360><c> is</c><00:10:11.519><c> inference.</c><00:10:12.320><c> So</c><00:10:12.480><c> what</c><00:10:12.720><c> does</c><00:10:12.880><c> cursor</c>

00:10:13.350 --> 00:10:13.360 align:start position:0%
which is inference. So what does cursor
 

00:10:13.360 --> 00:10:15.990 align:start position:0%
which is inference. So what does cursor
have?<00:10:13.680><c> Cursor</c><00:10:14.160><c> has</c><00:10:14.560><c> a</c><00:10:14.800><c> large</c><00:10:15.040><c> install</c><00:10:15.360><c> base</c>

00:10:15.990 --> 00:10:16.000 align:start position:0%
have? Cursor has a large install base
 

00:10:16.000 --> 00:10:17.670 align:start position:0%
have? Cursor has a large install base
which<00:10:16.240><c> helps</c><00:10:16.399><c> a</c><00:10:16.640><c> ton.</c><00:10:16.880><c> It</c><00:10:17.040><c> means</c><00:10:17.279><c> they</c><00:10:17.519><c> can</c>

00:10:17.670 --> 00:10:17.680 align:start position:0%
which helps a ton. It means they can
 

00:10:17.680 --> 00:10:19.269 align:start position:0%
which helps a ton. It means they can
charge<00:10:18.000><c> these</c><00:10:18.240><c> people</c><00:10:18.399><c> money</c><00:10:18.640><c> and</c><00:10:18.880><c> make</c><00:10:19.040><c> some</c>

00:10:19.269 --> 00:10:19.279 align:start position:0%
charge these people money and make some
 

00:10:19.279 --> 00:10:20.710 align:start position:0%
charge these people money and make some
money.<00:10:19.519><c> But</c><00:10:19.680><c> cursor</c><00:10:20.079><c> has</c><00:10:20.320><c> something</c><00:10:20.480><c> else</c>

00:10:20.710 --> 00:10:20.720 align:start position:0%
money. But cursor has something else
 

00:10:20.720 --> 00:10:22.790 align:start position:0%
money. But cursor has something else
that's<00:10:21.040><c> really</c><00:10:21.279><c> valuable.</c><00:10:21.760><c> Chat</c><00:10:22.160><c> histories.</c>

00:10:22.790 --> 00:10:22.800 align:start position:0%
that's really valuable. Chat histories.
 

00:10:22.800 --> 00:10:24.630 align:start position:0%
that's really valuable. Chat histories.
When<00:10:22.959><c> you</c><00:10:23.120><c> do</c><00:10:23.279><c> an</c><00:10:23.440><c> API</c><00:10:23.920><c> request</c><00:10:24.320><c> through</c>

00:10:24.630 --> 00:10:24.640 align:start position:0%
When you do an API request through
 

00:10:24.640 --> 00:10:26.710 align:start position:0%
When you do an API request through
something<00:10:24.959><c> like</c><00:10:25.360><c> cursor,</c><00:10:26.000><c> when</c><00:10:26.160><c> you</c><00:10:26.320><c> make</c><00:10:26.480><c> a</c>

00:10:26.710 --> 00:10:26.720 align:start position:0%
something like cursor, when you make a
 

00:10:26.720 --> 00:10:28.550 align:start position:0%
something like cursor, when you make a
prompt<00:10:26.959><c> in</c><00:10:27.120><c> a</c><00:10:27.279><c> thing</c><00:10:27.440><c> like</c><00:10:27.600><c> cursor</c><00:10:28.079><c> that</c><00:10:28.320><c> is</c><00:10:28.480><c> to</c>

00:10:28.550 --> 00:10:28.560 align:start position:0%
prompt in a thing like cursor that is to
 

00:10:28.560 --> 00:10:30.230 align:start position:0%
prompt in a thing like cursor that is to
go<00:10:28.720><c> through</c><00:10:28.880><c> their</c><00:10:29.120><c> servers</c><00:10:29.600><c> and</c><00:10:29.760><c> that</c><00:10:30.000><c> chat</c>

00:10:30.230 --> 00:10:30.240 align:start position:0%
go through their servers and that chat
 

00:10:30.240 --> 00:10:32.710 align:start position:0%
go through their servers and that chat
history<00:10:30.959><c> is</c><00:10:31.360><c> a</c><00:10:31.600><c> thing</c><00:10:31.760><c> that</c><00:10:32.000><c> exists.</c><00:10:32.480><c> If</c><00:10:32.640><c> you</c>

00:10:32.710 --> 00:10:32.720 align:start position:0%
history is a thing that exists. If you
 

00:10:32.720 --> 00:10:34.150 align:start position:0%
history is a thing that exists. If you
don't<00:10:32.800><c> click</c><00:10:32.959><c> the</c><00:10:33.120><c> switchite</c><00:10:33.600><c> of</c><00:10:33.680><c> cursor</c><00:10:34.000><c> that</c>

00:10:34.150 --> 00:10:34.160 align:start position:0%
don't click the switchite of cursor that
 

00:10:34.160 --> 00:10:36.150 align:start position:0%
don't click the switchite of cursor that
says<00:10:34.399><c> don't</c><00:10:34.640><c> train</c><00:10:34.800><c> on</c><00:10:34.959><c> my</c><00:10:35.120><c> data,</c><00:10:35.519><c> that</c><00:10:35.839><c> data</c>

00:10:36.150 --> 00:10:36.160 align:start position:0%
says don't train on my data, that data
 

00:10:36.160 --> 00:10:38.150 align:start position:0%
says don't train on my data, that data
all<00:10:36.480><c> goes</c><00:10:36.800><c> to</c><00:10:37.120><c> cursor.</c><00:10:37.680><c> So</c><00:10:37.839><c> I</c><00:10:38.000><c> would</c>

00:10:38.150 --> 00:10:38.160 align:start position:0%
all goes to cursor. So I would
 

00:10:38.160 --> 00:10:41.269 align:start position:0%
all goes to cursor. So I would
personally<00:10:38.640><c> estimate</c><00:10:39.360><c> that</c><00:10:40.000><c> maybe</c><00:10:40.800><c> half</c><00:10:41.040><c> or</c>

00:10:41.269 --> 00:10:41.279 align:start position:0%
personally estimate that maybe half or
 

00:10:41.279 --> 00:10:44.310 align:start position:0%
personally estimate that maybe half or
so<00:10:41.760><c> of</c><00:10:42.079><c> all</c><00:10:42.320><c> the</c><00:10:42.560><c> anthropic</c><00:10:43.120><c> prompts</c><00:10:43.760><c> that</c><00:10:44.079><c> go</c>

00:10:44.310 --> 00:10:44.320 align:start position:0%
so of all the anthropic prompts that go
 

00:10:44.320 --> 00:10:46.310 align:start position:0%
so of all the anthropic prompts that go
through<00:10:44.560><c> cursor</c><00:10:45.120><c> are</c><00:10:45.440><c> going</c><00:10:45.600><c> through</c><00:10:45.839><c> it</c><00:10:45.920><c> in</c><00:10:46.160><c> a</c>

00:10:46.310 --> 00:10:46.320 align:start position:0%
through cursor are going through it in a
 

00:10:46.320 --> 00:10:48.470 align:start position:0%
through cursor are going through it in a
way<00:10:46.399><c> where</c><00:10:46.640><c> they're</c><00:10:46.959><c> earmarked</c><00:10:47.600><c> as</c><00:10:48.000><c> usable</c>

00:10:48.470 --> 00:10:48.480 align:start position:0%
way where they're earmarked as usable
 

00:10:48.480 --> 00:10:49.829 align:start position:0%
way where they're earmarked as usable
for<00:10:48.720><c> training.</c><00:10:49.200><c> That</c><00:10:49.360><c> means</c><00:10:49.519><c> they</c><00:10:49.680><c> have</c><00:10:49.760><c> a</c>

00:10:49.829 --> 00:10:49.839 align:start position:0%
for training. That means they have a
 

00:10:49.839 --> 00:10:52.389 align:start position:0%
for training. That means they have a
shitload<00:10:50.320><c> of</c><00:10:50.720><c> history,</c><00:10:51.200><c> a</c><00:10:51.360><c> shitload</c><00:10:51.680><c> of</c><00:10:51.920><c> data</c>

00:10:52.389 --> 00:10:52.399 align:start position:0%
shitload of history, a shitload of data
 

00:10:52.399 --> 00:10:54.870 align:start position:0%
shitload of history, a shitload of data
of<00:10:52.720><c> existing</c><00:10:53.519><c> models</c><00:10:53.839><c> that</c><00:10:54.079><c> are</c><00:10:54.240><c> really</c><00:10:54.480><c> good</c>

00:10:54.870 --> 00:10:54.880 align:start position:0%
of existing models that are really good
 

00:10:54.880 --> 00:10:57.350 align:start position:0%
of existing models that are really good
working<00:10:55.200><c> in</c><00:10:55.360><c> these</c><00:10:55.680><c> realworld</c><00:10:56.399><c> code</c><00:10:56.720><c> bases</c>

00:10:57.350 --> 00:10:57.360 align:start position:0%
working in these realworld code bases
 

00:10:57.360 --> 00:11:00.230 align:start position:0%
working in these realworld code bases
that<00:10:57.600><c> a</c><00:10:57.920><c> lot</c><00:10:58.079><c> of</c><00:10:58.320><c> people</c><00:10:58.959><c> just</c><00:10:59.360><c> do</c><00:10:59.600><c> not</c><00:10:59.839><c> have.</c>

00:11:00.230 --> 00:11:00.240 align:start position:0%
that a lot of people just do not have.
 

00:11:00.240 --> 00:11:02.550 align:start position:0%
that a lot of people just do not have.
They<00:11:00.399><c> have</c><00:11:00.640><c> the</c><00:11:00.880><c> craziest</c><00:11:01.440><c> wide</c><00:11:01.760><c> variety</c><00:11:02.320><c> of</c>

00:11:02.550 --> 00:11:02.560 align:start position:0%
They have the craziest wide variety of
 

00:11:02.560 --> 00:11:04.870 align:start position:0%
They have the craziest wide variety of
data<00:11:02.959><c> and</c><00:11:03.360><c> chat</c><00:11:03.680><c> histories</c><00:11:04.079><c> they</c><00:11:04.320><c> can</c><00:11:04.480><c> use</c><00:11:04.640><c> to</c>

00:11:04.870 --> 00:11:04.880 align:start position:0%
data and chat histories they can use to
 

00:11:04.880 --> 00:11:06.389 align:start position:0%
data and chat histories they can use to
do<00:11:05.040><c> reinforcement</c><00:11:05.680><c> learning</c><00:11:05.920><c> and</c><00:11:06.079><c> training</c>

00:11:06.389 --> 00:11:06.399 align:start position:0%
do reinforcement learning and training
 

00:11:06.399 --> 00:11:08.150 align:start position:0%
do reinforcement learning and training
on<00:11:06.640><c> the</c><00:11:06.800><c> models.</c><00:11:07.360><c> You</c><00:11:07.519><c> guys</c><00:11:07.680><c> might</c><00:11:07.920><c> remember</c>

00:11:08.150 --> 00:11:08.160 align:start position:0%
on the models. You guys might remember
 

00:11:08.160 --> 00:11:10.310 align:start position:0%
on the models. You guys might remember
this<00:11:08.480><c> article</c><00:11:08.800><c> from</c><00:11:09.120><c> earlier</c><00:11:09.519><c> this</c><00:11:09.839><c> year</c><00:11:10.000><c> from</c>

00:11:10.310 --> 00:11:10.320 align:start position:0%
this article from earlier this year from
 

00:11:10.320 --> 00:11:11.990 align:start position:0%
this article from earlier this year from
Anthropic<00:11:10.959><c> where</c><00:11:11.200><c> they</c><00:11:11.360><c> talked</c><00:11:11.600><c> about</c>

00:11:11.990 --> 00:11:12.000 align:start position:0%
Anthropic where they talked about
 

00:11:12.000 --> 00:11:13.750 align:start position:0%
Anthropic where they talked about
detecting<00:11:12.480><c> and</c><00:11:12.720><c> preventing</c><00:11:13.120><c> distillation</c>

00:11:13.750 --> 00:11:13.760 align:start position:0%
detecting and preventing distillation
 

00:11:13.760 --> 00:11:15.990 align:start position:0%
detecting and preventing distillation
attacks<00:11:14.320><c> where</c><00:11:14.560><c> they</c><00:11:14.800><c> claimed</c><00:11:15.200><c> that</c><00:11:15.440><c> labs</c>

00:11:15.990 --> 00:11:16.000 align:start position:0%
attacks where they claimed that labs
 

00:11:16.000 --> 00:11:20.389 align:start position:0%
attacks where they claimed that labs
like<00:11:16.240><c> Deepseek</c><00:11:17.200><c> stole</c><00:11:18.160><c> 150,000</c><00:11:19.279><c> exchanges</c><00:11:20.240><c> as</c>

00:11:20.389 --> 00:11:20.399 align:start position:0%
like Deepseek stole 150,000 exchanges as
 

00:11:20.399 --> 00:11:22.230 align:start position:0%
like Deepseek stole 150,000 exchanges as
in<00:11:20.560><c> back</c><00:11:20.800><c> and</c><00:11:20.959><c> forths</c><00:11:21.279><c> with</c><00:11:21.440><c> the</c><00:11:21.600><c> model</c><00:11:22.000><c> in</c>

00:11:22.230 --> 00:11:22.240 align:start position:0%
in back and forths with the model in
 

00:11:22.240 --> 00:11:24.069 align:start position:0%
in back and forths with the model in
order<00:11:22.399><c> to</c><00:11:22.640><c> train</c><00:11:22.880><c> and</c><00:11:23.120><c> refine</c><00:11:23.519><c> their</c><00:11:23.839><c> own</c>

00:11:24.069 --> 00:11:24.079 align:start position:0%
order to train and refine their own
 

00:11:24.079 --> 00:11:26.150 align:start position:0%
order to train and refine their own
model.<00:11:24.640><c> I</c><00:11:24.880><c> can't</c><00:11:25.120><c> properly</c><00:11:25.519><c> put</c><00:11:25.680><c> into</c><00:11:25.920><c> words</c>

00:11:26.150 --> 00:11:26.160 align:start position:0%
model. I can't properly put into words
 

00:11:26.160 --> 00:11:28.230 align:start position:0%
model. I can't properly put into words
how<00:11:26.399><c> absurd</c><00:11:26.880><c> this</c><00:11:27.120><c> is,</c><00:11:27.440><c> particularly</c><00:11:28.000><c> this</c>

00:11:28.230 --> 00:11:28.240 align:start position:0%
how absurd this is, particularly this
 

00:11:28.240 --> 00:11:30.949 align:start position:0%
how absurd this is, particularly this
number.<00:11:28.800><c> 150,000</c><00:11:29.360><c> exchanges</c><00:11:30.079><c> is</c><00:11:30.480><c> nothing.</c>

00:11:30.949 --> 00:11:30.959 align:start position:0%
number. 150,000 exchanges is nothing.
 

00:11:30.959 --> 00:11:32.710 align:start position:0%
number. 150,000 exchanges is nothing.
Since<00:11:31.200><c> I</c><00:11:31.360><c> started</c><00:11:31.600><c> recording</c><00:11:31.920><c> this</c><00:11:32.160><c> video,</c>

00:11:32.710 --> 00:11:32.720 align:start position:0%
Since I started recording this video,
 

00:11:32.720 --> 00:11:35.430 align:start position:0%
Since I started recording this video,
cursor's<00:11:33.279><c> probably</c><00:11:33.519><c> done</c><00:11:34.000><c> 150,000</c><00:11:34.480><c> exchanges</c>

00:11:35.430 --> 00:11:35.440 align:start position:0%
cursor's probably done 150,000 exchanges
 

00:11:35.440 --> 00:11:38.150 align:start position:0%
cursor's probably done 150,000 exchanges
150,000<00:11:36.079><c> times.</c><00:11:36.720><c> This</c><00:11:36.880><c> is</c><00:11:37.040><c> not</c><00:11:37.200><c> much</c><00:11:37.519><c> data</c><00:11:37.920><c> at</c>

00:11:38.150 --> 00:11:38.160 align:start position:0%
150,000 times. This is not much data at
 

00:11:38.160 --> 00:11:40.150 align:start position:0%
150,000 times. This is not much data at
all.<00:11:38.480><c> T3</c><00:11:38.959><c> Chat</c><00:11:39.279><c> does</c><00:11:39.519><c> more</c><00:11:39.600><c> than</c><00:11:39.760><c> this</c><00:11:39.839><c> with</c>

00:11:40.150 --> 00:11:40.160 align:start position:0%
all. T3 Chat does more than this with
 

00:11:40.160 --> 00:11:42.710 align:start position:0%
all. T3 Chat does more than this with
anthropic<00:11:40.560><c> models</c><00:11:41.279><c> daily.</c><00:11:42.079><c> This</c><00:11:42.240><c> is</c><00:11:42.399><c> not</c><00:11:42.560><c> a</c>

00:11:42.710 --> 00:11:42.720 align:start position:0%
anthropic models daily. This is not a
 

00:11:42.720 --> 00:11:44.470 align:start position:0%
anthropic models daily. This is not a
number<00:11:42.959><c> that</c><00:11:43.200><c> matters.</c><00:11:43.839><c> I</c><00:11:44.079><c> do</c><00:11:44.240><c> want</c><00:11:44.320><c> to</c><00:11:44.399><c> be</c>

00:11:44.470 --> 00:11:44.480 align:start position:0%
number that matters. I do want to be
 

00:11:44.480 --> 00:11:46.150 align:start position:0%
number that matters. I do want to be
very<00:11:44.720><c> very</c><00:11:44.959><c> clear</c><00:11:45.120><c> cuz</c><00:11:45.279><c> I</c><00:11:45.440><c> see</c><00:11:45.600><c> people</c><00:11:45.839><c> already</c>

00:11:46.150 --> 00:11:46.160 align:start position:0%
very very clear cuz I see people already
 

00:11:46.160 --> 00:11:48.389 align:start position:0%
very very clear cuz I see people already
confused.<00:11:46.800><c> Cursor</c><00:11:47.279><c> is</c><00:11:47.519><c> not</c><00:11:47.680><c> using</c><00:11:47.920><c> your</c><00:11:48.160><c> data</c>

00:11:48.389 --> 00:11:48.399 align:start position:0%
confused. Cursor is not using your data
 

00:11:48.399 --> 00:11:50.310 align:start position:0%
confused. Cursor is not using your data
if<00:11:48.640><c> you</c><00:11:48.720><c> have</c><00:11:48.880><c> privacy</c><00:11:49.279><c> mode</c><00:11:49.519><c> on.</c><00:11:49.760><c> I</c><00:11:50.000><c> know</c><00:11:50.160><c> this</c>

00:11:50.310 --> 00:11:50.320 align:start position:0%
if you have privacy mode on. I know this
 

00:11:50.320 --> 00:11:52.069 align:start position:0%
if you have privacy mode on. I know this
for<00:11:50.480><c> a</c><00:11:50.720><c> fact</c><00:11:50.959><c> because</c><00:11:51.279><c> I</c><00:11:51.440><c> had</c><00:11:51.600><c> issues</c><00:11:51.920><c> with</c>

00:11:52.069 --> 00:11:52.079 align:start position:0%
for a fact because I had issues with
 

00:11:52.079 --> 00:11:53.990 align:start position:0%
for a fact because I had issues with
cursor<00:11:52.399><c> when</c><00:11:52.560><c> I</c><00:11:52.720><c> had</c><00:11:52.880><c> privacy</c><00:11:53.279><c> mode</c><00:11:53.440><c> on</c><00:11:53.760><c> and</c>

00:11:53.990 --> 00:11:54.000 align:start position:0%
cursor when I had privacy mode on and
 

00:11:54.000 --> 00:11:56.230 align:start position:0%
cursor when I had privacy mode on and
they<00:11:54.160><c> literally</c><00:11:54.720><c> could</c><00:11:55.040><c> not</c><00:11:55.279><c> debug</c><00:11:55.680><c> with</c><00:11:55.920><c> me</c>

00:11:56.230 --> 00:11:56.240 align:start position:0%
they literally could not debug with me
 

00:11:56.240 --> 00:11:58.230 align:start position:0%
they literally could not debug with me
because<00:11:56.480><c> they</c><00:11:56.720><c> had</c><00:11:56.880><c> no</c><00:11:57.040><c> way</c><00:11:57.279><c> to</c><00:11:57.440><c> access</c>

00:11:58.230 --> 00:11:58.240 align:start position:0%
because they had no way to access
 

00:11:58.240 --> 00:12:00.310 align:start position:0%
because they had no way to access
anything.<00:11:58.800><c> I</c><00:11:59.040><c> ended</c><00:11:59.200><c> up</c><00:11:59.360><c> turning</c><00:11:59.600><c> off</c><00:11:59.839><c> privacy</c>

00:12:00.310 --> 00:12:00.320 align:start position:0%
anything. I ended up turning off privacy
 

00:12:00.320 --> 00:12:02.150 align:start position:0%
anything. I ended up turning off privacy
mode<00:12:00.640><c> just</c><00:12:00.880><c> so</c><00:12:01.040><c> I</c><00:12:01.200><c> could</c><00:12:01.360><c> work</c><00:12:01.519><c> with</c><00:12:01.680><c> the</c><00:12:01.920><c> team</c>

00:12:02.150 --> 00:12:02.160 align:start position:0%
mode just so I could work with the team
 

00:12:02.160 --> 00:12:03.990 align:start position:0%
mode just so I could work with the team
more.<00:12:02.640><c> So,</c><00:12:02.720><c> our</c><00:12:02.880><c> friends</c><00:12:03.040><c> at</c><00:12:03.200><c> Anthropic</c><00:12:03.760><c> seem</c>

00:12:03.990 --> 00:12:04.000 align:start position:0%
more. So, our friends at Anthropic seem
 

00:12:04.000 --> 00:12:06.389 align:start position:0%
more. So, our friends at Anthropic seem
to<00:12:04.079><c> think</c><00:12:04.560><c> 150,000</c><00:12:05.200><c> exchanges</c><00:12:06.000><c> with</c><00:12:06.240><c> an</c>

00:12:06.389 --> 00:12:06.399 align:start position:0%
to think 150,000 exchanges with an
 

00:12:06.399 --> 00:12:08.949 align:start position:0%
to think 150,000 exchanges with an
anthropic<00:12:06.959><c> model</c><00:12:07.200><c> is</c><00:12:07.440><c> enough</c><00:12:07.600><c> for</c><00:12:07.839><c> DeepS</c><00:12:08.639><c> to</c>

00:12:08.949 --> 00:12:08.959 align:start position:0%
anthropic model is enough for DeepS to
 

00:12:08.959 --> 00:12:10.550 align:start position:0%
anthropic model is enough for DeepS to
steal<00:12:09.279><c> their</c><00:12:09.519><c> reasoning</c><00:12:10.000><c> capabilities</c>

00:12:10.550 --> 00:12:10.560 align:start position:0%
steal their reasoning capabilities
 

00:12:10.560 --> 00:12:12.550 align:start position:0%
steal their reasoning capabilities
across<00:12:10.880><c> diverse</c><00:12:11.279><c> tasks.</c><00:12:12.000><c> How</c><00:12:12.160><c> much</c><00:12:12.320><c> do</c><00:12:12.399><c> you</c>

00:12:12.550 --> 00:12:12.560 align:start position:0%
across diverse tasks. How much do you
 

00:12:12.560 --> 00:12:14.629 align:start position:0%
across diverse tasks. How much do you
think<00:12:12.639><c> you</c><00:12:12.800><c> can</c><00:12:12.959><c> do</c><00:12:13.519><c> with</c><00:12:14.079><c> hundreds</c><00:12:14.480><c> of</c>

00:12:14.629 --> 00:12:14.639 align:start position:0%
think you can do with hundreds of
 

00:12:14.639 --> 00:12:17.350 align:start position:0%
think you can do with hundreds of
thousands<00:12:15.120><c> of</c><00:12:15.360><c> times</c><00:12:15.920><c> more</c><00:12:16.320><c> data?</c><00:12:17.040><c> Because</c>

00:12:17.350 --> 00:12:17.360 align:start position:0%
thousands of times more data? Because
 

00:12:17.360 --> 00:12:19.990 align:start position:0%
thousands of times more data? Because
obviously<00:12:17.760><c> cursor</c><00:12:18.240><c> has</c><00:12:18.720><c> insane</c><00:12:19.200><c> amounts</c><00:12:19.839><c> as</c>

00:12:19.990 --> 00:12:20.000 align:start position:0%
obviously cursor has insane amounts as
 

00:12:20.000 --> 00:12:21.750 align:start position:0%
obviously cursor has insane amounts as
well<00:12:20.160><c> as</c><00:12:20.399><c> all</c><00:12:20.560><c> of</c><00:12:20.720><c> their</c><00:12:20.880><c> own</c><00:12:21.040><c> internal</c><00:12:21.440><c> work.</c>

00:12:21.750 --> 00:12:21.760 align:start position:0%
well as all of their own internal work.
 

00:12:21.760 --> 00:12:23.750 align:start position:0%
well as all of their own internal work.
I<00:12:21.920><c> would</c><00:12:22.000><c> bet</c><00:12:22.160><c> that</c><00:12:22.399><c> employees</c><00:12:22.800><c> at</c><00:12:22.959><c> Cursor</c>

00:12:23.750 --> 00:12:23.760 align:start position:0%
I would bet that employees at Cursor
 

00:12:23.760 --> 00:12:26.870 align:start position:0%
I would bet that employees at Cursor
using<00:12:24.079><c> Cursor</c><00:12:24.560><c> with</c><00:12:24.720><c> Opus</c><00:12:25.279><c> alone</c><00:12:26.000><c> is</c><00:12:26.320><c> way</c><00:12:26.639><c> over</c>

00:12:26.870 --> 00:12:26.880 align:start position:0%
using Cursor with Opus alone is way over
 

00:12:26.880 --> 00:12:28.710 align:start position:0%
using Cursor with Opus alone is way over
this<00:12:27.120><c> number.</c><00:12:27.600><c> They</c><00:12:27.839><c> have</c><00:12:28.000><c> a</c><00:12:28.160><c> lot</c><00:12:28.240><c> of</c><00:12:28.399><c> data.</c>

00:12:28.710 --> 00:12:28.720 align:start position:0%
this number. They have a lot of data.
 

00:12:28.720 --> 00:12:30.069 align:start position:0%
this number. They have a lot of data.
And<00:12:28.880><c> while</c><00:12:29.040><c> reinforcement</c><00:12:29.600><c> learning</c><00:12:29.839><c> is</c><00:12:30.000><c> far</c>

00:12:30.069 --> 00:12:30.079 align:start position:0%
And while reinforcement learning is far
 

00:12:30.079 --> 00:12:31.829 align:start position:0%
And while reinforcement learning is far
from<00:12:30.240><c> a</c><00:12:30.399><c> perfect</c><00:12:30.639><c> technique,</c><00:12:31.120><c> it</c><00:12:31.360><c> has</c><00:12:31.519><c> proven</c>

00:12:31.829 --> 00:12:31.839 align:start position:0%
from a perfect technique, it has proven
 

00:12:31.839 --> 00:12:33.990 align:start position:0%
from a perfect technique, it has proven
to<00:12:32.079><c> work</c><00:12:32.320><c> really</c><00:12:32.720><c> well</c><00:12:33.040><c> in</c><00:12:33.279><c> these</c><00:12:33.600><c> types</c><00:12:33.839><c> of</c>

00:12:33.990 --> 00:12:34.000 align:start position:0%
to work really well in these types of
 

00:12:34.000 --> 00:12:35.750 align:start position:0%
to work really well in these types of
scenarios.<00:12:34.560><c> When</c><00:12:34.720><c> you</c><00:12:34.880><c> have</c><00:12:34.959><c> a</c><00:12:35.120><c> ton</c><00:12:35.279><c> of</c><00:12:35.519><c> good</c>

00:12:35.750 --> 00:12:35.760 align:start position:0%
scenarios. When you have a ton of good
 

00:12:35.760 --> 00:12:38.230 align:start position:0%
scenarios. When you have a ton of good
or<00:12:36.079><c> good</c><00:12:36.240><c> enough</c><00:12:36.639><c> data</c><00:12:37.120><c> that</c><00:12:37.440><c> shows</c><00:12:37.680><c> what</c><00:12:37.920><c> a</c>

00:12:38.230 --> 00:12:38.240 align:start position:0%
or good enough data that shows what a
 

00:12:38.240 --> 00:12:40.550 align:start position:0%
or good enough data that shows what a
successful<00:12:38.880><c> run</c><00:12:39.200><c> looks</c><00:12:39.519><c> like,</c><00:12:40.160><c> especially</c><00:12:40.399><c> if</c>

00:12:40.550 --> 00:12:40.560 align:start position:0%
successful run looks like, especially if
 

00:12:40.560 --> 00:12:42.150 align:start position:0%
successful run looks like, especially if
you<00:12:40.720><c> can</c><00:12:40.800><c> verify</c><00:12:41.120><c> the</c><00:12:41.360><c> results</c><00:12:41.519><c> at</c><00:12:41.760><c> the</c><00:12:41.839><c> end</c><00:12:42.000><c> in</c>

00:12:42.150 --> 00:12:42.160 align:start position:0%
you can verify the results at the end in
 

00:12:42.160 --> 00:12:44.470 align:start position:0%
you can verify the results at the end in
some<00:12:42.399><c> way,</c><00:12:42.720><c> you</c><00:12:42.959><c> can</c><00:12:43.040><c> now</c><00:12:43.440><c> train</c><00:12:43.760><c> models</c><00:12:44.160><c> with</c>

00:12:44.470 --> 00:12:44.480 align:start position:0%
some way, you can now train models with
 

00:12:44.480 --> 00:12:46.870 align:start position:0%
some way, you can now train models with
that<00:12:45.040><c> after</c><00:12:45.440><c> they're</c><00:12:45.760><c> already</c><00:12:46.079><c> trained.</c><00:12:46.639><c> The</c>

00:12:46.870 --> 00:12:46.880 align:start position:0%
that after they're already trained. The
 

00:12:46.880 --> 00:12:48.389 align:start position:0%
that after they're already trained. The
pre-training<00:12:47.440><c> kind</c><00:12:47.600><c> of</c><00:12:47.760><c> gives</c><00:12:47.920><c> the</c><00:12:48.079><c> models</c>

00:12:48.389 --> 00:12:48.399 align:start position:0%
pre-training kind of gives the models
 

00:12:48.399 --> 00:12:50.550 align:start position:0%
pre-training kind of gives the models
their<00:12:48.639><c> intelligence</c><00:12:49.360><c> and</c><00:12:49.760><c> knowledge.</c><00:12:50.399><c> And</c>

00:12:50.550 --> 00:12:50.560 align:start position:0%
their intelligence and knowledge. And
 

00:12:50.560 --> 00:12:52.230 align:start position:0%
their intelligence and knowledge. And
this<00:12:50.800><c> type</c><00:12:50.959><c> of</c><00:12:51.120><c> reinforcement</c><00:12:51.760><c> learning</c><00:12:52.000><c> and</c>

00:12:52.230 --> 00:12:52.240 align:start position:0%
this type of reinforcement learning and
 

00:12:52.240 --> 00:12:53.990 align:start position:0%
this type of reinforcement learning and
post-training<00:12:52.959><c> gives</c><00:12:53.279><c> them</c><00:12:53.600><c> better</c>

00:12:53.990 --> 00:12:54.000 align:start position:0%
post-training gives them better
 

00:12:54.000 --> 00:12:56.949 align:start position:0%
post-training gives them better
behaviors<00:12:54.800><c> and</c><00:12:55.440><c> just</c><00:12:55.760><c> overall</c><00:12:56.399><c> more</c><00:12:56.720><c> likely</c>

00:12:56.949 --> 00:12:56.959 align:start position:0%
behaviors and just overall more likely
 

00:12:56.959 --> 00:12:58.470 align:start position:0%
behaviors and just overall more likely
to<00:12:57.200><c> comply</c><00:12:57.519><c> with</c><00:12:57.680><c> the</c><00:12:57.839><c> systems</c><00:12:58.079><c> that</c><00:12:58.320><c> they</c>

00:12:58.470 --> 00:12:58.480 align:start position:0%
to comply with the systems that they
 

00:12:58.480 --> 00:13:00.069 align:start position:0%
to comply with the systems that they
work<00:12:58.639><c> in.</c><00:12:59.040><c> And</c><00:12:59.200><c> that's</c><00:12:59.360><c> where</c><00:12:59.519><c> we</c><00:12:59.680><c> get</c><00:12:59.839><c> to</c>

00:13:00.069 --> 00:13:00.079 align:start position:0%
work in. And that's where we get to
 

00:13:00.079 --> 00:13:02.470 align:start position:0%
work in. And that's where we get to
today's<00:13:00.560><c> drama,</c><00:13:01.120><c> which</c><00:13:01.360><c> is</c><00:13:01.680><c> the</c><00:13:01.920><c> involvement</c>

00:13:02.470 --> 00:13:02.480 align:start position:0%
today's drama, which is the involvement
 

00:13:02.480 --> 00:13:04.949 align:start position:0%
today's drama, which is the involvement
with<00:13:02.959><c> Kimmy.</c><00:13:03.519><c> As</c><00:13:03.680><c> I</c><00:13:03.839><c> mentioned</c><00:13:04.160><c> in</c><00:13:04.399><c> the</c><00:13:04.560><c> intro,</c>

00:13:04.949 --> 00:13:04.959 align:start position:0%
with Kimmy. As I mentioned in the intro,
 

00:13:04.959 --> 00:13:07.269 align:start position:0%
with Kimmy. As I mentioned in the intro,
this<00:13:05.200><c> started</c><00:13:05.600><c> because</c><00:13:06.079><c> Finn</c><00:13:06.639><c> found</c><00:13:06.880><c> in</c><00:13:07.120><c> the</c>

00:13:07.269 --> 00:13:07.279 align:start position:0%
this started because Finn found in the
 

00:13:07.279 --> 00:13:10.870 align:start position:0%
this started because Finn found in the
APIs<00:13:08.160><c> that</c><00:13:08.399><c> the</c><00:13:08.560><c> model</c><00:13:08.800><c> was</c><00:13:09.040><c> named</c><00:13:09.440><c> Kimmy</c><00:13:09.920><c> K2.5</c>

00:13:10.870 --> 00:13:10.880 align:start position:0%
APIs that the model was named Kimmy K2.5
 

00:13:10.880 --> 00:13:14.550 align:start position:0%
APIs that the model was named Kimmy K2.5
reinforcement<00:13:11.519><c> learning</c><00:13:12.000><c> 0317</c><00:13:12.959><c> S515</c><00:13:14.000><c> fast.</c>

00:13:14.550 --> 00:13:14.560 align:start position:0%
reinforcement learning 0317 S515 fast.
 

00:13:14.560 --> 00:13:16.069 align:start position:0%
reinforcement learning 0317 S515 fast.
So<00:13:14.720><c> what</c><00:13:14.959><c> happened</c><00:13:15.120><c> here?</c><00:13:15.519><c> Well,</c><00:13:15.760><c> the</c><00:13:15.920><c> first</c>

00:13:16.069 --> 00:13:16.079 align:start position:0%
So what happened here? Well, the first
 

00:13:16.079 --> 00:13:18.069 align:start position:0%
So what happened here? Well, the first
thing<00:13:16.160><c> that</c><00:13:16.399><c> happened</c><00:13:16.720><c> was</c><00:13:17.040><c> an</c><00:13:17.360><c> employee</c><00:13:17.760><c> at</c>

00:13:18.069 --> 00:13:18.079 align:start position:0%
thing that happened was an employee at
 

00:13:18.079 --> 00:13:20.069 align:start position:0%
thing that happened was an employee at
Kimmy<00:13:18.480><c> and</c><00:13:18.720><c> Moonshot</c><00:13:19.279><c> being</c><00:13:19.519><c> very</c><00:13:19.760><c> confused</c>

00:13:20.069 --> 00:13:20.079 align:start position:0%
Kimmy and Moonshot being very confused
 

00:13:20.079 --> 00:13:20.949 align:start position:0%
Kimmy and Moonshot being very confused
because<00:13:20.240><c> they</c><00:13:20.320><c> had</c><00:13:20.480><c> not</c><00:13:20.560><c> heard</c><00:13:20.720><c> anything</c>

00:13:20.949 --> 00:13:20.959 align:start position:0%
because they had not heard anything
 

00:13:20.959 --> 00:13:22.710 align:start position:0%
because they had not heard anything
about<00:13:21.120><c> this.</c><00:13:21.600><c> This</c><00:13:21.760><c> is</c><00:13:21.839><c> an</c><00:13:22.000><c> important</c><00:13:22.320><c> detail</c>

00:13:22.710 --> 00:13:22.720 align:start position:0%
about this. This is an important detail
 

00:13:22.720 --> 00:13:24.550 align:start position:0%
about this. This is an important detail
because<00:13:22.880><c> it</c><00:13:23.120><c> means</c><00:13:23.440><c> that</c><00:13:23.680><c> the</c><00:13:23.920><c> knowledge</c><00:13:24.320><c> that</c>

00:13:24.550 --> 00:13:24.560 align:start position:0%
because it means that the knowledge that
 

00:13:24.560 --> 00:13:26.629 align:start position:0%
because it means that the knowledge that
this<00:13:24.800><c> model</c><00:13:25.040><c> was</c><00:13:25.279><c> being</c><00:13:25.440><c> used</c><00:13:25.680><c> by</c><00:13:25.839><c> cursor</c><00:13:26.399><c> was</c>

00:13:26.629 --> 00:13:26.639 align:start position:0%
this model was being used by cursor was
 

00:13:26.639 --> 00:13:29.269 align:start position:0%
this model was being used by cursor was
not<00:13:26.959><c> very</c><00:13:27.360><c> prolific</c><00:13:28.079><c> within</c><00:13:28.480><c> the</c><00:13:28.720><c> Moonshot</c>

00:13:29.269 --> 00:13:29.279 align:start position:0%
not very prolific within the Moonshot
 

00:13:29.279 --> 00:13:30.949 align:start position:0%
not very prolific within the Moonshot
team.<00:13:29.680><c> This</c><00:13:29.920><c> is</c><00:13:30.079><c> particularly</c><00:13:30.720><c> important</c>

00:13:30.949 --> 00:13:30.959 align:start position:0%
team. This is particularly important
 

00:13:30.959 --> 00:13:32.870 align:start position:0%
team. This is particularly important
because<00:13:31.200><c> of</c><00:13:31.360><c> the</c><00:13:31.519><c> modified</c><00:13:32.079><c> MIT</c><00:13:32.560><c> license</c>

00:13:32.870 --> 00:13:32.880 align:start position:0%
because of the modified MIT license
 

00:13:32.880 --> 00:13:35.190 align:start position:0%
because of the modified MIT license
they're<00:13:33.200><c> using.</c><00:13:33.839><c> Our</c><00:13:34.160><c> only</c><00:13:34.480><c> modification</c>

00:13:35.190 --> 00:13:35.200 align:start position:0%
they're using. Our only modification
 

00:13:35.200 --> 00:13:37.269 align:start position:0%
they're using. Our only modification
part<00:13:35.440><c> is</c><00:13:35.680><c> that</c><00:13:35.920><c> if</c><00:13:36.160><c> the</c><00:13:36.399><c> software</c><00:13:36.800><c> or</c><00:13:37.120><c> any</c>

00:13:37.269 --> 00:13:37.279 align:start position:0%
part is that if the software or any
 

00:13:37.279 --> 00:13:39.829 align:start position:0%
part is that if the software or any
derivative<00:13:37.760><c> works</c><00:13:38.079><c> thereof</c><00:13:38.639><c> is</c><00:13:38.880><c> used</c><00:13:39.279><c> for</c><00:13:39.600><c> any</c>

00:13:39.829 --> 00:13:39.839 align:start position:0%
derivative works thereof is used for any
 

00:13:39.839 --> 00:13:41.910 align:start position:0%
derivative works thereof is used for any
of<00:13:40.000><c> your</c><00:13:40.240><c> commercial</c><00:13:40.720><c> products</c><00:13:41.120><c> or</c><00:13:41.440><c> services</c>

00:13:41.910 --> 00:13:41.920 align:start position:0%
of your commercial products or services
 

00:13:41.920 --> 00:13:43.750 align:start position:0%
of your commercial products or services
that<00:13:42.160><c> have</c><00:13:42.320><c> more</c><00:13:42.560><c> than</c><00:13:42.800><c> 100</c><00:13:43.040><c> million</c><00:13:43.360><c> monthly</c>

00:13:43.750 --> 00:13:43.760 align:start position:0%
that have more than 100 million monthly
 

00:13:43.760 --> 00:13:46.870 align:start position:0%
that have more than 100 million monthly
users<00:13:44.320><c> or</c><00:13:44.800><c> more</c><00:13:45.120><c> than</c><00:13:45.440><c> 2</c><00:13:45.600><c> million</c><00:13:46.000><c> US</c><00:13:46.639><c> or</c>

00:13:46.870 --> 00:13:46.880 align:start position:0%
users or more than 2 million US or
 

00:13:46.880 --> 00:13:48.790 align:start position:0%
users or more than 2 million US or
equivalent<00:13:47.279><c> in</c><00:13:47.440><c> monthly</c><00:13:47.760><c> revenue,</c><00:13:48.240><c> you</c><00:13:48.480><c> shall</c>

00:13:48.790 --> 00:13:48.800 align:start position:0%
equivalent in monthly revenue, you shall
 

00:13:48.800 --> 00:13:51.430 align:start position:0%
equivalent in monthly revenue, you shall
prominently<00:13:49.360><c> display</c><00:13:49.680><c> Kimk</c><00:13:50.320><c> 2.5</c><00:13:50.800><c> on</c><00:13:51.040><c> the</c><00:13:51.200><c> user</c>

00:13:51.430 --> 00:13:51.440 align:start position:0%
prominently display Kimk 2.5 on the user
 

00:13:51.440 --> 00:13:53.990 align:start position:0%
prominently display Kimk 2.5 on the user
interface<00:13:52.000><c> of</c><00:13:52.240><c> such</c><00:13:52.560><c> product</c><00:13:53.040><c> or</c><00:13:53.440><c> service.</c>

00:13:53.990 --> 00:13:54.000 align:start position:0%
interface of such product or service.
 

00:13:54.000 --> 00:13:56.790 align:start position:0%
interface of such product or service.
So,<00:13:54.320><c> as</c><00:13:54.560><c> far</c><00:13:54.800><c> as</c><00:13:55.040><c> we</c><00:13:55.360><c> understand</c><00:13:56.320><c> and</c><00:13:56.560><c> as</c><00:13:56.720><c> far</c>

00:13:56.790 --> 00:13:56.800 align:start position:0%
So, as far as we understand and as far
 

00:13:56.800 --> 00:13:59.189 align:start position:0%
So, as far as we understand and as far
as<00:13:56.959><c> I</c><00:13:57.199><c> would</c><00:13:57.360><c> ever</c><00:13:57.600><c> guess,</c><00:13:58.240><c> this</c><00:13:58.560><c> would</c><00:13:58.800><c> be</c><00:13:58.959><c> in</c>

00:13:59.189 --> 00:13:59.199 align:start position:0%
as I would ever guess, this would be in
 

00:13:59.199 --> 00:14:01.509 align:start position:0%
as I would ever guess, this would be in
violation<00:13:59.760><c> of</c><00:14:00.000><c> this</c><00:14:00.240><c> license.</c><00:14:00.959><c> But</c><00:14:01.120><c> nobody's</c>

00:14:01.509 --> 00:14:01.519 align:start position:0%
violation of this license. But nobody's
 

00:14:01.519 --> 00:14:03.110 align:start position:0%
violation of this license. But nobody's
really<00:14:01.760><c> tested</c><00:14:02.079><c> this</c><00:14:02.320><c> yet.</c><00:14:02.560><c> And</c><00:14:02.720><c> I</c><00:14:02.880><c> said</c><00:14:02.959><c> this</c>

00:14:03.110 --> 00:14:03.120 align:start position:0%
really tested this yet. And I said this
 

00:14:03.120 --> 00:14:04.629 align:start position:0%
really tested this yet. And I said this
the<00:14:03.360><c> last</c><00:14:03.519><c> time</c><00:14:03.600><c> I</c><00:14:03.839><c> covered</c><00:14:04.160><c> this</c><00:14:04.320><c> type</c><00:14:04.480><c> of</c>

00:14:04.629 --> 00:14:04.639 align:start position:0%
the last time I covered this type of
 

00:14:04.639 --> 00:14:06.310 align:start position:0%
the last time I covered this type of
license<00:14:04.959><c> in</c><00:14:05.120><c> a</c><00:14:05.279><c> video</c><00:14:05.440><c> and</c><00:14:05.680><c> almost</c><00:14:05.920><c> every</c><00:14:06.160><c> time</c>

00:14:06.310 --> 00:14:06.320 align:start position:0%
license in a video and almost every time
 

00:14:06.320 --> 00:14:08.470 align:start position:0%
license in a video and almost every time
before<00:14:06.560><c> it,</c><00:14:06.800><c> too.</c><00:14:07.040><c> This</c><00:14:07.279><c> modification</c><00:14:08.079><c> isn't</c>

00:14:08.470 --> 00:14:08.480 align:start position:0%
before it, too. This modification isn't
 

00:14:08.480 --> 00:14:09.590 align:start position:0%
before it, too. This modification isn't
something<00:14:08.639><c> that's</c><00:14:08.880><c> been</c><00:14:09.040><c> tested</c><00:14:09.279><c> in</c><00:14:09.440><c> the</c>

00:14:09.590 --> 00:14:09.600 align:start position:0%
something that's been tested in the
 

00:14:09.600 --> 00:14:12.470 align:start position:0%
something that's been tested in the
courts<00:14:09.839><c> yet.</c><00:14:10.160><c> We</c><00:14:10.399><c> don't</c><00:14:10.560><c> know</c><00:14:11.519><c> what</c><00:14:12.000><c> this</c>

00:14:12.470 --> 00:14:12.480 align:start position:0%
courts yet. We don't know what this
 

00:14:12.480 --> 00:14:15.189 align:start position:0%
courts yet. We don't know what this
actually<00:14:13.440><c> works</c><00:14:13.760><c> for.</c><00:14:14.320><c> And</c><00:14:14.480><c> we</c><00:14:14.720><c> also</c><00:14:14.959><c> don't</c>

00:14:15.189 --> 00:14:15.199 align:start position:0%
actually works for. And we also don't
 

00:14:15.199 --> 00:14:17.350 align:start position:0%
actually works for. And we also don't
know<00:14:15.440><c> how</c><00:14:15.600><c> much</c><00:14:15.760><c> you</c><00:14:15.920><c> can</c><00:14:16.160><c> obuscate.</c><00:14:16.959><c> If</c><00:14:17.199><c> you</c>

00:14:17.350 --> 00:14:17.360 align:start position:0%
know how much you can obuscate. If you
 

00:14:17.360 --> 00:14:19.750 align:start position:0%
know how much you can obuscate. If you
had<00:14:17.519><c> a</c><00:14:17.760><c> middleman,</c><00:14:18.399><c> for</c><00:14:18.560><c> example,</c><00:14:19.279><c> you</c><00:14:19.519><c> made</c>

00:14:19.750 --> 00:14:19.760 align:start position:0%
had a middleman, for example, you made
 

00:14:19.760 --> 00:14:22.790 align:start position:0%
had a middleman, for example, you made
your<00:14:20.000><c> own</c><00:14:20.399><c> new</c><00:14:20.639><c> corporation</c><00:14:21.680><c> that</c><00:14:22.000><c> thing</c><00:14:22.320><c> was</c>

00:14:22.790 --> 00:14:22.800 align:start position:0%
your own new corporation that thing was
 

00:14:22.800 --> 00:14:26.150 align:start position:0%
your own new corporation that thing was
reselling<00:14:23.360><c> Chem</c><00:14:23.760><c> K2.5</c><00:14:24.959><c> and</c><00:14:25.199><c> you</c><00:14:25.440><c> sold</c><00:14:25.760><c> that</c>

00:14:26.150 --> 00:14:26.160 align:start position:0%
reselling Chem K2.5 and you sold that
 

00:14:26.160 --> 00:14:28.870 align:start position:0%
reselling Chem K2.5 and you sold that
back<00:14:26.480><c> to</c><00:14:26.639><c> your</c><00:14:26.880><c> own</c><00:14:27.040><c> business</c><00:14:27.920><c> for</c><00:14:28.399><c> the</c><00:14:28.639><c> 100</c>

00:14:28.870 --> 00:14:28.880 align:start position:0%
back to your own business for the 100
 

00:14:28.880 --> 00:14:30.790 align:start position:0%
back to your own business for the 100
million<00:14:29.199><c> monthly</c><00:14:29.519><c> users</c><00:14:29.760><c> or</c><00:14:30.000><c> the</c><00:14:30.320><c> 20</c><00:14:30.480><c> million</c>

00:14:30.790 --> 00:14:30.800 align:start position:0%
million monthly users or the 20 million
 

00:14:30.800 --> 00:14:32.949 align:start position:0%
million monthly users or the 20 million
US<00:14:31.279><c> in</c><00:14:31.519><c> revenue.</c><00:14:31.920><c> That</c><00:14:32.160><c> shell</c><00:14:32.480><c> company</c><00:14:32.720><c> you</c>

00:14:32.949 --> 00:14:32.959 align:start position:0%
US in revenue. That shell company you
 

00:14:32.959 --> 00:14:34.949 align:start position:0%
US in revenue. That shell company you
put<00:14:33.120><c> between</c><00:14:33.360><c> the</c><00:14:33.519><c> two</c><00:14:33.839><c> could</c><00:14:34.399><c> be</c><00:14:34.560><c> the</c><00:14:34.800><c> thing</c>

00:14:34.949 --> 00:14:34.959 align:start position:0%
put between the two could be the thing
 

00:14:34.959 --> 00:14:37.350 align:start position:0%
put between the two could be the thing
that<00:14:35.199><c> displays</c><00:14:35.680><c> Kimmy</c><00:14:36.079><c> K2.5</c><00:14:36.880><c> and</c><00:14:37.040><c> then</c><00:14:37.199><c> it</c>

00:14:37.350 --> 00:14:37.360 align:start position:0%
that displays Kimmy K2.5 and then it
 

00:14:37.360 --> 00:14:39.829 align:start position:0%
that displays Kimmy K2.5 and then it
sells<00:14:37.680><c> a</c><00:14:37.839><c> service</c><00:14:38.320><c> to</c><00:14:38.560><c> another</c><00:14:38.880><c> company</c><00:14:39.440><c> that</c>

00:14:39.829 --> 00:14:39.839 align:start position:0%
sells a service to another company that
 

00:14:39.839 --> 00:14:41.829 align:start position:0%
sells a service to another company that
doesn't<00:14:40.160><c> enforce</c><00:14:40.639><c> that,</c><00:14:41.040><c> that</c><00:14:41.440><c> isn't</c>

00:14:41.829 --> 00:14:41.839 align:start position:0%
doesn't enforce that, that isn't
 

00:14:41.839 --> 00:14:43.509 align:start position:0%
doesn't enforce that, that isn't
affected<00:14:42.399><c> because</c><00:14:42.639><c> they're</c><00:14:42.959><c> not</c><00:14:43.040><c> agreeing</c><00:14:43.360><c> to</c>

00:14:43.509 --> 00:14:43.519 align:start position:0%
affected because they're not agreeing to
 

00:14:43.519 --> 00:14:45.269 align:start position:0%
affected because they're not agreeing to
this<00:14:43.680><c> license.</c><00:14:44.320><c> The</c><00:14:44.560><c> company</c><00:14:44.800><c> between</c><00:14:45.120><c> the</c>

00:14:45.269 --> 00:14:45.279 align:start position:0%
this license. The company between the
 

00:14:45.279 --> 00:14:47.030 align:start position:0%
this license. The company between the
two<00:14:45.440><c> agree</c><00:14:45.680><c> to</c><00:14:45.839><c> the</c><00:14:45.920><c> license.</c><00:14:46.480><c> This</c><00:14:46.720><c> company's</c>

00:14:47.030 --> 00:14:47.040 align:start position:0%
two agree to the license. This company's
 

00:14:47.040 --> 00:14:48.629 align:start position:0%
two agree to the license. This company's
just<00:14:47.199><c> buying</c><00:14:47.440><c> a</c><00:14:47.600><c> service.</c><00:14:48.160><c> This</c><00:14:48.320><c> is</c><00:14:48.480><c> an</c>

00:14:48.629 --> 00:14:48.639 align:start position:0%
just buying a service. This is an
 

00:14:48.639 --> 00:14:50.069 align:start position:0%
just buying a service. This is an
important<00:14:48.880><c> distinction</c><00:14:49.360><c> for</c><00:14:49.600><c> reasons</c><00:14:49.839><c> that</c>

00:14:50.069 --> 00:14:50.079 align:start position:0%
important distinction for reasons that
 

00:14:50.079 --> 00:14:51.990 align:start position:0%
important distinction for reasons that
you<00:14:50.240><c> will</c><00:14:50.560><c> learn</c><00:14:50.880><c> momentarily.</c><00:14:51.760><c> As</c>

00:14:51.990 --> 00:14:52.000 align:start position:0%
you will learn momentarily. As
 

00:14:52.000 --> 00:14:54.550 align:start position:0%
you will learn momentarily. As
speculation<00:14:52.560><c> caught</c><00:14:52.959><c> fire</c><00:14:53.440><c> on</c><00:14:53.680><c> Twitter,</c><00:14:54.240><c> Lee</c>

00:14:54.550 --> 00:14:54.560 align:start position:0%
speculation caught fire on Twitter, Lee
 

00:14:54.560 --> 00:14:56.790 align:start position:0%
speculation caught fire on Twitter, Lee
Rob,<00:14:55.120><c> everyone's</c><00:14:55.600><c> favorite,</c><00:14:56.079><c> came</c><00:14:56.320><c> in</c><00:14:56.480><c> out</c><00:14:56.639><c> of</c>

00:14:56.790 --> 00:14:56.800 align:start position:0%
Rob, everyone's favorite, came in out of
 

00:14:56.800 --> 00:14:57.990 align:start position:0%
Rob, everyone's favorite, came in out of
nowhere<00:14:57.120><c> and</c><00:14:57.279><c> actually</c><00:14:57.440><c> has</c><00:14:57.680><c> some</c><00:14:57.839><c> really</c>

00:14:57.990 --> 00:14:58.000 align:start position:0%
nowhere and actually has some really
 

00:14:58.000 --> 00:14:59.829 align:start position:0%
nowhere and actually has some really
good<00:14:58.160><c> things</c><00:14:58.240><c> to</c><00:14:58.480><c> say.</c><00:14:58.880><c> Composer</c><00:14:59.360><c> 2</c><00:14:59.600><c> started</c>

00:14:59.829 --> 00:14:59.839 align:start position:0%
good things to say. Composer 2 started
 

00:14:59.839 --> 00:15:01.910 align:start position:0%
good things to say. Composer 2 started
from<00:15:00.000><c> an</c><00:15:00.240><c> open-</c><00:15:00.560><c> source</c><00:15:00.880><c> base.</c><00:15:01.360><c> We</c><00:15:01.600><c> will</c><00:15:01.760><c> do</c>

00:15:01.910 --> 00:15:01.920 align:start position:0%
from an open- source base. We will do
 

00:15:01.920 --> 00:15:04.069 align:start position:0%
from an open- source base. We will do
full<00:15:02.240><c> pre-training</c><00:15:02.880><c> in</c><00:15:03.120><c> the</c><00:15:03.279><c> future.</c><00:15:03.839><c> As</c><00:15:04.000><c> I</c>

00:15:04.069 --> 00:15:04.079 align:start position:0%
full pre-training in the future. As I
 

00:15:04.079 --> 00:15:05.750 align:start position:0%
full pre-training in the future. As I
mentioned<00:15:04.399><c> before,</c><00:15:04.639><c> the</c><00:15:04.800><c> pre-training</c><00:15:05.440><c> is</c>

00:15:05.750 --> 00:15:05.760 align:start position:0%
mentioned before, the pre-training is
 

00:15:05.760 --> 00:15:07.350 align:start position:0%
mentioned before, the pre-training is
how<00:15:05.920><c> you</c><00:15:06.079><c> get</c><00:15:06.240><c> a</c><00:15:06.399><c> lot</c><00:15:06.480><c> of</c><00:15:06.560><c> the</c><00:15:06.720><c> knowledge</c><00:15:07.040><c> into</c>

00:15:07.350 --> 00:15:07.360 align:start position:0%
how you get a lot of the knowledge into
 

00:15:07.360 --> 00:15:08.710 align:start position:0%
how you get a lot of the knowledge into
the<00:15:07.519><c> model.</c><00:15:07.760><c> It's</c><00:15:08.000><c> the</c><00:15:08.240><c> process</c><00:15:08.399><c> where</c><00:15:08.560><c> you</c>

00:15:08.710 --> 00:15:08.720 align:start position:0%
the model. It's the process where you
 

00:15:08.720 --> 00:15:11.509 align:start position:0%
the model. It's the process where you
take<00:15:08.959><c> a</c><00:15:09.199><c> shitload</c><00:15:09.600><c> of</c><00:15:09.760><c> data</c><00:15:10.320><c> and</c><00:15:10.720><c> do</c><00:15:10.959><c> a</c><00:15:11.279><c> bunch</c>

00:15:11.509 --> 00:15:11.519 align:start position:0%
take a shitload of data and do a bunch
 

00:15:11.519 --> 00:15:13.350 align:start position:0%
take a shitload of data and do a bunch
of<00:15:11.839><c> transformations</c><00:15:12.399><c> on</c><00:15:12.639><c> it</c><00:15:12.720><c> to</c><00:15:12.880><c> try</c><00:15:13.040><c> and</c><00:15:13.199><c> make</c>

00:15:13.350 --> 00:15:13.360 align:start position:0%
of transformations on it to try and make
 

00:15:13.360 --> 00:15:16.069 align:start position:0%
of transformations on it to try and make
the<00:15:13.519><c> set</c><00:15:13.680><c> of</c><00:15:14.000><c> parameters</c><00:15:14.639><c> that</c><00:15:14.959><c> represent</c><00:15:15.839><c> the</c>

00:15:16.069 --> 00:15:16.079 align:start position:0%
the set of parameters that represent the
 

00:15:16.079 --> 00:15:18.230 align:start position:0%
the set of parameters that represent the
knowledge<00:15:16.399><c> that</c><00:15:16.639><c> it</c><00:15:16.800><c> is</c><00:15:16.959><c> capable</c><00:15:17.279><c> of.</c><00:15:17.680><c> RL</c><00:15:18.079><c> is</c>

00:15:18.230 --> 00:15:18.240 align:start position:0%
knowledge that it is capable of. RL is
 

00:15:18.240 --> 00:15:20.710 align:start position:0%
knowledge that it is capable of. RL is
mostly<00:15:18.560><c> a</c><00:15:19.040><c> post-training</c><00:15:19.920><c> process,</c><00:15:20.480><c> but</c>

00:15:20.710 --> 00:15:20.720 align:start position:0%
mostly a post-training process, but
 

00:15:20.720 --> 00:15:22.629 align:start position:0%
mostly a post-training process, but
what's<00:15:21.040><c> really</c><00:15:21.279><c> interesting</c><00:15:21.680><c> here</c><00:15:22.000><c> is</c><00:15:22.320><c> the</c>

00:15:22.629 --> 00:15:22.639 align:start position:0%
what's really interesting here is the
 

00:15:22.639 --> 00:15:24.790 align:start position:0%
what's really interesting here is the
compute<00:15:23.040><c> split.</c><00:15:23.360><c> Kimmy</c><00:15:23.680><c> K2.5</c><00:15:24.320><c> is</c><00:15:24.480><c> a</c><00:15:24.639><c> great</c>

00:15:24.790 --> 00:15:24.800 align:start position:0%
compute split. Kimmy K2.5 is a great
 

00:15:24.800 --> 00:15:26.389 align:start position:0%
compute split. Kimmy K2.5 is a great
model.<00:15:25.120><c> As</c><00:15:25.360><c> someone</c><00:15:25.519><c> who's</c><00:15:25.839><c> been</c><00:15:25.920><c> a</c><00:15:26.079><c> fan</c><00:15:26.240><c> of</c>

00:15:26.389 --> 00:15:26.399 align:start position:0%
model. As someone who's been a fan of
 

00:15:26.399 --> 00:15:28.069 align:start position:0%
model. As someone who's been a fan of
Moonshot<00:15:26.800><c> and</c><00:15:26.959><c> Kimmy</c><00:15:27.279><c> for</c><00:15:27.360><c> a</c><00:15:27.519><c> while,</c><00:15:27.760><c> this</c><00:15:28.000><c> was</c>

00:15:28.069 --> 00:15:28.079 align:start position:0%
Moonshot and Kimmy for a while, this was
 

00:15:28.079 --> 00:15:30.470 align:start position:0%
Moonshot and Kimmy for a while, this was
a<00:15:28.399><c> very</c><00:15:28.720><c> fun</c><00:15:29.040><c> week</c><00:15:29.279><c> for</c><00:15:29.440><c> me</c><00:15:29.839><c> because</c><00:15:30.079><c> I've</c><00:15:30.320><c> been</c>

00:15:30.470 --> 00:15:30.480 align:start position:0%
a very fun week for me because I've been
 

00:15:30.480 --> 00:15:31.829 align:start position:0%
a very fun week for me because I've been
saying<00:15:30.639><c> for</c><00:15:30.720><c> a</c><00:15:30.880><c> bit</c><00:15:30.959><c> that</c><00:15:31.120><c> the</c><00:15:31.279><c> Kimmy</c><00:15:31.600><c> models</c>

00:15:31.829 --> 00:15:31.839 align:start position:0%
saying for a bit that the Kimmy models
 

00:15:31.839 --> 00:15:33.590 align:start position:0%
saying for a bit that the Kimmy models
are<00:15:32.000><c> underrated</c><00:15:32.480><c> and</c><00:15:32.720><c> really</c><00:15:32.959><c> good.</c><00:15:33.279><c> To</c><00:15:33.440><c> this</c>

00:15:33.590 --> 00:15:33.600 align:start position:0%
are underrated and really good. To this
 

00:15:33.600 --> 00:15:35.910 align:start position:0%
are underrated and really good. To this
day,<00:15:33.839><c> Kimmy</c><00:15:34.160><c> K2</c><00:15:34.639><c> is</c><00:15:34.720><c> the</c><00:15:34.880><c> default</c><00:15:35.120><c> model</c><00:15:35.360><c> in</c><00:15:35.519><c> T3</c>

00:15:35.910 --> 00:15:35.920 align:start position:0%
day, Kimmy K2 is the default model in T3
 

00:15:35.920 --> 00:15:37.189 align:start position:0%
day, Kimmy K2 is the default model in T3
checks.<00:15:36.160><c> I</c><00:15:36.240><c> think</c><00:15:36.399><c> it's</c><00:15:36.560><c> one</c><00:15:36.639><c> of</c><00:15:36.720><c> the</c><00:15:36.880><c> best</c>

00:15:37.189 --> 00:15:37.199 align:start position:0%
checks. I think it's one of the best
 

00:15:37.199 --> 00:15:39.750 align:start position:0%
checks. I think it's one of the best
options<00:15:37.839><c> for</c><00:15:38.240><c> just</c><00:15:38.560><c> talking</c><00:15:38.880><c> to</c><00:15:39.120><c> a</c><00:15:39.279><c> model.</c><00:15:39.519><c> Its</c>

00:15:39.750 --> 00:15:39.760 align:start position:0%
options for just talking to a model. Its
 

00:15:39.760 --> 00:15:41.430 align:start position:0%
options for just talking to a model. Its
pros<00:15:40.079><c> is</c><00:15:40.320><c> great.</c><00:15:40.560><c> Its</c><00:15:40.800><c> knowledge</c><00:15:41.120><c> is</c><00:15:41.279><c> more</c>

00:15:41.430 --> 00:15:41.440 align:start position:0%
pros is great. Its knowledge is more
 

00:15:41.440 --> 00:15:43.269 align:start position:0%
pros is great. Its knowledge is more
than<00:15:41.600><c> good</c><00:15:41.760><c> enough.</c><00:15:42.160><c> It's</c><00:15:42.480><c> fast.</c><00:15:42.880><c> It's</c><00:15:43.040><c> nice.</c>

00:15:43.269 --> 00:15:43.279 align:start position:0%
than good enough. It's fast. It's nice.
 

00:15:43.279 --> 00:15:45.189 align:start position:0%
than good enough. It's fast. It's nice.
It's<00:15:43.519><c> just</c><00:15:43.600><c> a</c><00:15:43.839><c> good</c><00:15:44.079><c> model.</c><00:15:44.560><c> I</c><00:15:44.800><c> genuinely</c>

00:15:45.189 --> 00:15:45.199 align:start position:0%
It's just a good model. I genuinely
 

00:15:45.199 --> 00:15:47.829 align:start position:0%
It's just a good model. I genuinely
enjoy<00:15:45.519><c> using</c><00:15:45.760><c> it</c><00:15:45.920><c> a</c><00:15:46.079><c> lot.</c><00:15:46.399><c> And</c><00:15:46.560><c> 2.5</c><00:15:47.199><c> was</c><00:15:47.519><c> much</c>

00:15:47.829 --> 00:15:47.839 align:start position:0%
enjoy using it a lot. And 2.5 was much
 

00:15:47.839 --> 00:15:49.590 align:start position:0%
enjoy using it a lot. And 2.5 was much
smarter<00:15:48.160><c> and</c><00:15:48.320><c> more</c><00:15:48.560><c> capable.</c><00:15:49.040><c> Slightly</c><00:15:49.360><c> worse</c>

00:15:49.590 --> 00:15:49.600 align:start position:0%
smarter and more capable. Slightly worse
 

00:15:49.600 --> 00:15:51.189 align:start position:0%
smarter and more capable. Slightly worse
at<00:15:49.759><c> writing,</c><00:15:50.079><c> but</c><00:15:50.480><c> still</c><00:15:50.720><c> really</c><00:15:50.959><c> good</c>

00:15:51.189 --> 00:15:51.199 align:start position:0%
at writing, but still really good
 

00:15:51.199 --> 00:15:53.430 align:start position:0%
at writing, but still really good
overall.<00:15:51.759><c> Turns</c><00:15:52.000><c> out</c><00:15:52.240><c> Cursor</c><00:15:52.800><c> agreed</c><00:15:53.120><c> and</c>

00:15:53.430 --> 00:15:53.440 align:start position:0%
overall. Turns out Cursor agreed and
 

00:15:53.440 --> 00:15:55.829 align:start position:0%
overall. Turns out Cursor agreed and
chose<00:15:53.680><c> Kimmy</c><00:15:54.079><c> Kate</c><00:15:54.320><c> 2.5</c><00:15:54.800><c> as</c><00:15:55.040><c> the</c><00:15:55.279><c> base</c><00:15:55.519><c> model</c>

00:15:55.829 --> 00:15:55.839 align:start position:0%
chose Kimmy Kate 2.5 as the base model
 

00:15:55.839 --> 00:15:57.590 align:start position:0%
chose Kimmy Kate 2.5 as the base model
that<00:15:56.079><c> they</c><00:15:56.240><c> would</c><00:15:56.399><c> do</c><00:15:56.480><c> all</c><00:15:56.720><c> of</c><00:15:56.800><c> their</c><00:15:56.959><c> RL</c><00:15:57.360><c> on</c>

00:15:57.590 --> 00:15:57.600 align:start position:0%
that they would do all of their RL on
 

00:15:57.600 --> 00:15:59.350 align:start position:0%
that they would do all of their RL on
using<00:15:57.839><c> their</c><00:15:58.160><c> insane</c><00:15:58.560><c> amount</c><00:15:58.720><c> of</c><00:15:58.880><c> data,</c><00:15:59.199><c> all</c>

00:15:59.350 --> 00:15:59.360 align:start position:0%
using their insane amount of data, all
 

00:15:59.360 --> 00:16:00.550 align:start position:0%
using their insane amount of data, all
of<00:15:59.440><c> their</c><00:15:59.519><c> harnesses,</c><00:16:00.079><c> all</c><00:16:00.160><c> of</c><00:16:00.240><c> the</c><00:16:00.399><c> other</c>

00:16:00.550 --> 00:16:00.560 align:start position:0%
of their harnesses, all of the other
 

00:16:00.560 --> 00:16:02.069 align:start position:0%
of their harnesses, all of the other
stuff<00:16:00.720><c> they've</c><00:16:01.040><c> built</c><00:16:01.360><c> with</c><00:16:01.519><c> their</c><00:16:01.839><c> small</c>

00:16:02.069 --> 00:16:02.079 align:start position:0%
stuff they've built with their small
 

00:16:02.079 --> 00:16:04.230 align:start position:0%
stuff they've built with their small
team<00:16:02.320><c> of</c><00:16:02.480><c> researchers</c><00:16:03.199><c> to</c><00:16:03.519><c> try</c><00:16:03.680><c> and</c><00:16:03.920><c> make</c>

00:16:04.230 --> 00:16:04.240 align:start position:0%
team of researchers to try and make
 

00:16:04.240 --> 00:16:06.949 align:start position:0%
team of researchers to try and make
Kimmy<00:16:04.800><c> the</c><00:16:05.040><c> best</c><00:16:05.360><c> coding</c><00:16:05.839><c> model</c><00:16:06.240><c> per</c><00:16:06.560><c> price.</c>

00:16:06.949 --> 00:16:06.959 align:start position:0%
Kimmy the best coding model per price.
 

00:16:06.959 --> 00:16:08.069 align:start position:0%
Kimmy the best coding model per price.
And<00:16:07.040><c> that's</c><00:16:07.199><c> why</c><00:16:07.360><c> they</c><00:16:07.519><c> chose</c><00:16:07.600><c> to</c><00:16:07.680><c> use</c><00:16:07.839><c> Kimmy</c>

00:16:08.069 --> 00:16:08.079 align:start position:0%
And that's why they chose to use Kimmy
 

00:16:08.079 --> 00:16:09.990 align:start position:0%
And that's why they chose to use Kimmy
K2.5<00:16:08.720><c> as</c><00:16:08.880><c> the</c><00:16:09.040><c> starting</c><00:16:09.360><c> point</c><00:16:09.519><c> for</c><00:16:09.759><c> this</c>

00:16:09.990 --> 00:16:10.000 align:start position:0%
K2.5 as the starting point for this
 

00:16:10.000 --> 00:16:12.790 align:start position:0%
K2.5 as the starting point for this
crazy<00:16:10.720><c> pile</c><00:16:11.120><c> of</c><00:16:11.360><c> post-</c><00:16:11.680><c> training</c><00:16:11.920><c> in</c><00:16:12.079><c> RL</c><00:16:12.399><c> on</c><00:16:12.560><c> an</c>

00:16:12.790 --> 00:16:12.800 align:start position:0%
crazy pile of post- training in RL on an
 

00:16:12.800 --> 00:16:14.310 align:start position:0%
crazy pile of post- training in RL on an
existing<00:16:13.040><c> model</c><00:16:13.519><c> so</c><00:16:13.680><c> they</c><00:16:13.839><c> could</c><00:16:14.000><c> try</c><00:16:14.160><c> and</c>

00:16:14.310 --> 00:16:14.320 align:start position:0%
existing model so they could try and
 

00:16:14.320 --> 00:16:16.150 align:start position:0%
existing model so they could try and
make<00:16:14.480><c> it</c><00:16:14.639><c> the</c><00:16:14.880><c> best</c><00:16:15.120><c> coding</c><00:16:15.519><c> model</c><00:16:15.759><c> for</c><00:16:16.000><c> the</c>

00:16:16.150 --> 00:16:16.160 align:start position:0%
make it the best coding model for the
 

00:16:16.160 --> 00:16:18.069 align:start position:0%
make it the best coding model for the
price<00:16:16.720><c> ever.</c><00:16:17.279><c> They</c><00:16:17.440><c> wanted</c><00:16:17.600><c> a</c><00:16:17.759><c> really</c><00:16:17.920><c> good</c>

00:16:18.069 --> 00:16:18.079 align:start position:0%
price ever. They wanted a really good
 

00:16:18.079 --> 00:16:19.509 align:start position:0%
price ever. They wanted a really good
coding<00:16:18.399><c> model</c><00:16:18.560><c> that</c><00:16:18.720><c> worked</c><00:16:18.959><c> great</c><00:16:19.120><c> in</c><00:16:19.360><c> their</c>

00:16:19.509 --> 00:16:19.519 align:start position:0%
coding model that worked great in their
 

00:16:19.519 --> 00:16:21.430 align:start position:0%
coding model that worked great in their
harness<00:16:20.000><c> that</c><00:16:20.240><c> they</c><00:16:20.480><c> could</c><00:16:20.639><c> serve</c><00:16:20.880><c> for</c><00:16:21.120><c> cheap</c>

00:16:21.430 --> 00:16:21.440 align:start position:0%
harness that they could serve for cheap
 

00:16:21.440 --> 00:16:23.749 align:start position:0%
harness that they could serve for cheap
and<00:16:21.680><c> really</c><00:16:21.920><c> fast.</c><00:16:22.399><c> And</c><00:16:22.560><c> they</c><00:16:22.800><c> went</c><00:16:23.120><c> well</c><00:16:23.440><c> past</c>

00:16:23.749 --> 00:16:23.759 align:start position:0%
and really fast. And they went well past
 

00:16:23.759 --> 00:16:25.189 align:start position:0%
and really fast. And they went well past
what<00:16:24.000><c> I</c><00:16:24.160><c> would</c><00:16:24.320><c> imagine</c><00:16:24.639><c> even</c><00:16:24.880><c> they</c><00:16:25.120><c> thought</c>

00:16:25.189 --> 00:16:25.199 align:start position:0%
what I would imagine even they thought
 

00:16:25.199 --> 00:16:26.870 align:start position:0%
what I would imagine even they thought
they'd<00:16:25.440><c> be</c><00:16:25.519><c> able</c><00:16:25.680><c> to</c><00:16:25.759><c> do</c><00:16:25.920><c> with</c><00:16:26.079><c> this</c><00:16:26.240><c> strategy.</c>

00:16:26.870 --> 00:16:26.880 align:start position:0%
they'd be able to do with this strategy.
 

00:16:26.880 --> 00:16:28.470 align:start position:0%
they'd be able to do with this strategy.
Taking<00:16:27.120><c> this</c><00:16:27.360><c> model</c><00:16:27.600><c> that</c><00:16:27.839><c> was</c><00:16:28.000><c> pretty</c><00:16:28.320><c> good</c>

00:16:28.470 --> 00:16:28.480 align:start position:0%
Taking this model that was pretty good
 

00:16:28.480 --> 00:16:31.670 align:start position:0%
Taking this model that was pretty good
before<00:16:29.120><c> and</c><00:16:29.279><c> bumping</c><00:16:29.680><c> it</c><00:16:29.839><c> to</c><00:16:30.079><c> be</c><00:16:30.240><c> in</c><00:16:30.480><c> the</c><00:16:30.639><c> GPT5</c>

00:16:31.670 --> 00:16:31.680 align:start position:0%
before and bumping it to be in the GPT5
 

00:16:31.680 --> 00:16:33.430 align:start position:0%
before and bumping it to be in the GPT5
tier<00:16:32.079><c> of</c><00:16:32.240><c> capability</c><00:16:32.880><c> according</c><00:16:33.199><c> to</c><00:16:33.279><c> their</c>

00:16:33.430 --> 00:16:33.440 align:start position:0%
tier of capability according to their
 

00:16:33.440 --> 00:16:35.829 align:start position:0%
tier of capability according to their
own<00:16:33.600><c> benchmarks</c><00:16:34.320><c> is</c><00:16:34.639><c> nuts.</c><00:16:35.199><c> They</c><00:16:35.360><c> did</c><00:16:35.519><c> run</c><00:16:35.680><c> it</c>

00:16:35.829 --> 00:16:35.839 align:start position:0%
own benchmarks is nuts. They did run it
 

00:16:35.839 --> 00:16:37.910 align:start position:0%
own benchmarks is nuts. They did run it
on<00:16:36.079><c> other</c><00:16:36.399><c> external</c><00:16:37.120><c> code</c><00:16:37.360><c> benches</c><00:16:37.759><c> like</c>

00:16:37.910 --> 00:16:37.920 align:start position:0%
on other external code benches like
 

00:16:37.920 --> 00:16:39.590 align:start position:0%
on other external code benches like
terminal<00:16:38.320><c> bench</c><00:16:38.639><c> 2</c><00:16:38.880><c> where</c><00:16:39.120><c> it</c><00:16:39.360><c> still</c>

00:16:39.590 --> 00:16:39.600 align:start position:0%
terminal bench 2 where it still
 

00:16:39.600 --> 00:16:42.710 align:start position:0%
terminal bench 2 where it still
outscored<00:16:40.160><c> Opus</c><00:16:40.639><c> 45</c><00:16:40.959><c> and</c><00:16:41.199><c> 46.</c><00:16:42.160><c> Seems</c><00:16:42.399><c> to</c><00:16:42.560><c> be</c><00:16:42.639><c> a</c>

00:16:42.710 --> 00:16:42.720 align:start position:0%
outscored Opus 45 and 46. Seems to be a
 

00:16:42.720 --> 00:16:44.069 align:start position:0%
outscored Opus 45 and 46. Seems to be a
good<00:16:42.880><c> code</c><00:16:43.040><c> model</c><00:16:43.279><c> and</c><00:16:43.440><c> having</c><00:16:43.680><c> used</c><00:16:43.839><c> it</c><00:16:43.920><c> a</c>

00:16:44.069 --> 00:16:44.079 align:start position:0%
good code model and having used it a
 

00:16:44.079 --> 00:16:45.910 align:start position:0%
good code model and having used it a
bunch<00:16:44.320><c> myself,</c><00:16:44.720><c> it's</c><00:16:45.040><c> a</c><00:16:45.279><c> pretty</c><00:16:45.519><c> dang</c><00:16:45.759><c> good</c>

00:16:45.910 --> 00:16:45.920 align:start position:0%
bunch myself, it's a pretty dang good
 

00:16:45.920 --> 00:16:47.509 align:start position:0%
bunch myself, it's a pretty dang good
model.<00:16:46.320><c> It</c><00:16:46.560><c> makes</c><00:16:46.720><c> dumb</c><00:16:46.959><c> mistakes</c><00:16:47.199><c> here</c><00:16:47.360><c> and</c>

00:16:47.509 --> 00:16:47.519 align:start position:0%
model. It makes dumb mistakes here and
 

00:16:47.519 --> 00:16:48.550 align:start position:0%
model. It makes dumb mistakes here and
there.<00:16:47.680><c> You</c><00:16:47.759><c> have</c><00:16:47.839><c> to</c><00:16:47.920><c> steer</c><00:16:48.160><c> it</c><00:16:48.240><c> every</c><00:16:48.399><c> once</c>

00:16:48.550 --> 00:16:48.560 align:start position:0%
there. You have to steer it every once
 

00:16:48.560 --> 00:16:50.550 align:start position:0%
there. You have to steer it every once
in<00:16:48.720><c> a</c><00:16:48.800><c> while,</c><00:16:49.279><c> but</c><00:16:49.440><c> it's</c><00:16:49.680><c> so</c><00:16:49.920><c> cheap</c><00:16:50.160><c> and</c><00:16:50.399><c> so</c>

00:16:50.550 --> 00:16:50.560 align:start position:0%
in a while, but it's so cheap and so
 

00:16:50.560 --> 00:16:52.870 align:start position:0%
in a while, but it's so cheap and so
fast<00:16:51.040><c> that</c><00:16:51.279><c> I</c><00:16:51.440><c> find</c><00:16:51.600><c> it</c><00:16:51.759><c> really</c><00:16:52.000><c> nice</c><00:16:52.160><c> to</c><00:16:52.399><c> use.</c>

00:16:52.870 --> 00:16:52.880 align:start position:0%
fast that I find it really nice to use.
 

00:16:52.880 --> 00:16:54.389 align:start position:0%
fast that I find it really nice to use.
It's<00:16:53.120><c> also</c><00:16:53.279><c> pretty</c><00:16:53.519><c> good</c><00:16:53.600><c> at</c><00:16:53.839><c> design.</c><00:16:54.160><c> Shout</c>

00:16:54.389 --> 00:16:54.399 align:start position:0%
It's also pretty good at design. Shout
 

00:16:54.399 --> 00:16:56.629 align:start position:0%
It's also pretty good at design. Shout
out<00:16:54.480><c> to</c><00:16:54.639><c> D,</c><00:16:55.199><c> by</c><00:16:55.279><c> the</c><00:16:55.440><c> way,</c><00:16:55.519><c> for</c><00:16:55.839><c> making</c><00:16:56.079><c> this</c>

00:16:56.629 --> 00:16:56.639 align:start position:0%
out to D, by the way, for making this
 

00:16:56.639 --> 00:16:59.030 align:start position:0%
out to D, by the way, for making this
very<00:16:57.040><c> useful</c><00:16:57.440><c> website</c><00:16:57.920><c> where</c><00:16:58.079><c> I</c><00:16:58.320><c> can</c><00:16:58.480><c> compare</c>

00:16:59.030 --> 00:16:59.040 align:start position:0%
very useful website where I can compare
 

00:16:59.040 --> 00:17:01.110 align:start position:0%
very useful website where I can compare
runs<00:16:59.360><c> on</c><00:16:59.600><c> a</c><00:16:59.759><c> specific</c><00:17:00.160><c> prompt</c><00:17:00.639><c> with</c><00:17:00.880><c> and</c>

00:17:01.110 --> 00:17:01.120 align:start position:0%
runs on a specific prompt with and
 

00:17:01.120 --> 00:17:02.870 align:start position:0%
runs on a specific prompt with and
without<00:17:01.440><c> the</c><00:17:01.759><c> anthropic</c><00:17:02.240><c> design</c><00:17:02.480><c> skill</c>

00:17:02.870 --> 00:17:02.880 align:start position:0%
without the anthropic design skill
 

00:17:02.880 --> 00:17:04.949 align:start position:0%
without the anthropic design skill
across<00:17:03.360><c> various</c><00:17:03.759><c> models.</c><00:17:04.319><c> I</c><00:17:04.559><c> think</c><00:17:04.640><c> this</c><00:17:04.799><c> will</c>

00:17:04.949 --> 00:17:04.959 align:start position:0%
across various models. I think this will
 

00:17:04.959 --> 00:17:06.789 align:start position:0%
across various models. I think this will
be<00:17:05.039><c> fun.</c><00:17:05.360><c> Here's</c><00:17:05.679><c> an</c><00:17:05.760><c> example</c><00:17:06.079><c> of</c><00:17:06.240><c> a</c><00:17:06.400><c> design</c>

00:17:06.789 --> 00:17:06.799 align:start position:0%
be fun. Here's an example of a design
 

00:17:06.799 --> 00:17:09.909 align:start position:0%
be fun. Here's an example of a design
that<00:17:07.039><c> was</c><00:17:07.199><c> made</c><00:17:07.439><c> with</c><00:17:07.679><c> Composer</c><00:17:08.319><c> 2.0</c><00:17:09.120><c> for</c><00:17:09.439><c> this</c>

00:17:09.909 --> 00:17:09.919 align:start position:0%
that was made with Composer 2.0 for this
 

00:17:09.919 --> 00:17:11.590 align:start position:0%
that was made with Composer 2.0 for this
example<00:17:10.400><c> site.</c><00:17:10.720><c> I</c><00:17:10.959><c> think</c><00:17:11.039><c> this</c><00:17:11.199><c> looks</c><00:17:11.439><c> quite</c>

00:17:11.590 --> 00:17:11.600 align:start position:0%
example site. I think this looks quite
 

00:17:11.600 --> 00:17:13.510 align:start position:0%
example site. I think this looks quite
good.<00:17:11.919><c> And</c><00:17:12.000><c> we</c><00:17:12.160><c> look</c><00:17:12.319><c> through</c><00:17:12.480><c> these.</c><00:17:12.880><c> Yeah,</c><00:17:13.280><c> I</c>

00:17:13.510 --> 00:17:13.520 align:start position:0%
good. And we look through these. Yeah, I
 

00:17:13.520 --> 00:17:17.270 align:start position:0%
good. And we look through these. Yeah, I
hate<00:17:13.760><c> these</c><00:17:14.240><c> retro</c><00:17:15.360><c> blue</c><00:17:15.760><c> pink</c><00:17:16.400><c> glowy</c><00:17:16.799><c> styles,</c>

00:17:17.270 --> 00:17:17.280 align:start position:0%
hate these retro blue pink glowy styles,
 

00:17:17.280 --> 00:17:18.949 align:start position:0%
hate these retro blue pink glowy styles,
but<00:17:17.439><c> the</c><00:17:17.679><c> other</c><00:17:17.760><c> ones</c><00:17:18.000><c> all</c><00:17:18.240><c> look</c><00:17:18.640><c> really</c>

00:17:18.949 --> 00:17:18.959 align:start position:0%
but the other ones all look really
 

00:17:18.959 --> 00:17:20.549 align:start position:0%
but the other ones all look really
solid.<00:17:19.439><c> These</c><00:17:19.679><c> aren't</c><00:17:19.919><c> bad.</c><00:17:20.079><c> And</c><00:17:20.240><c> if</c><00:17:20.400><c> we</c>

00:17:20.549 --> 00:17:20.559 align:start position:0%
solid. These aren't bad. And if we
 

00:17:20.559 --> 00:17:22.630 align:start position:0%
solid. These aren't bad. And if we
compare<00:17:20.880><c> to</c><00:17:21.120><c> Kimmy</c><00:17:21.439><c> K2.5,</c><00:17:22.400><c> there's</c>

00:17:22.630 --> 00:17:22.640 align:start position:0%
compare to Kimmy K2.5, there's
 

00:17:22.640 --> 00:17:24.309 align:start position:0%
compare to Kimmy K2.5, there's
definitely<00:17:23.120><c> overlap</c><00:17:23.520><c> in</c><00:17:23.760><c> some</c><00:17:23.919><c> of</c><00:17:24.000><c> these</c>

00:17:24.309 --> 00:17:24.319 align:start position:0%
definitely overlap in some of these
 

00:17:24.319 --> 00:17:27.189 align:start position:0%
definitely overlap in some of these
designs,<00:17:25.039><c> but</c><00:17:25.280><c> overall</c><00:17:26.240><c> the</c><00:17:26.400><c> composer</c><00:17:26.880><c> ones</c>

00:17:27.189 --> 00:17:27.199 align:start position:0%
designs, but overall the composer ones
 

00:17:27.199 --> 00:17:29.110 align:start position:0%
designs, but overall the composer ones
are<00:17:27.439><c> slightly</c><00:17:27.839><c> better.</c><00:17:28.319><c> Not</c><00:17:28.480><c> a</c><00:17:28.720><c> lot</c><00:17:28.799><c> better,</c>

00:17:29.110 --> 00:17:29.120 align:start position:0%
are slightly better. Not a lot better,
 

00:17:29.120 --> 00:17:30.710 align:start position:0%
are slightly better. Not a lot better,
but<00:17:29.360><c> enough</c><00:17:29.679><c> better</c><00:17:29.840><c> that</c><00:17:30.080><c> it's</c><00:17:30.240><c> pretty</c><00:17:30.480><c> cool.</c>

00:17:30.710 --> 00:17:30.720 align:start position:0%
but enough better that it's pretty cool.
 

00:17:30.720 --> 00:17:32.470 align:start position:0%
but enough better that it's pretty cool.
I<00:17:30.960><c> still</c><00:17:31.039><c> think</c><00:17:31.280><c> Opus</c><00:17:31.600><c> 4.6</c><00:17:32.080><c> with</c><00:17:32.160><c> the</c><00:17:32.320><c> front</c>

00:17:32.470 --> 00:17:32.480 align:start position:0%
I still think Opus 4.6 with the front
 

00:17:32.480 --> 00:17:34.470 align:start position:0%
I still think Opus 4.6 with the front
end<00:17:32.640><c> design</c><00:17:32.880><c> skill</c><00:17:33.200><c> is</c><00:17:33.440><c> the</c><00:17:33.600><c> most</c><00:17:33.919><c> reliable</c>

00:17:34.470 --> 00:17:34.480 align:start position:0%
end design skill is the most reliable
 

00:17:34.480 --> 00:17:36.789 align:start position:0%
end design skill is the most reliable
for<00:17:34.720><c> good</c><00:17:34.960><c> designs</c><00:17:35.440><c> overall.</c><00:17:36.160><c> But</c><00:17:36.320><c> it's</c>

00:17:36.789 --> 00:17:36.799 align:start position:0%
for good designs overall. But it's
 

00:17:36.799 --> 00:17:38.150 align:start position:0%
for good designs overall. But it's
actually<00:17:37.039><c> the</c><00:17:37.200><c> gap's</c><00:17:37.520><c> not</c><00:17:37.600><c> that</c><00:17:37.760><c> big</c><00:17:37.919><c> here.</c><00:17:38.080><c> I</c>

00:17:38.150 --> 00:17:38.160 align:start position:0%
actually the gap's not that big here. I
 

00:17:38.160 --> 00:17:40.710 align:start position:0%
actually the gap's not that big here. I
think<00:17:38.320><c> Compose</c><00:17:38.640><c> are</c><00:17:38.799><c> kind</c><00:17:38.960><c> of</c><00:17:39.039><c> cooked.</c><00:17:39.919><c> Yeah,</c>

00:17:40.710 --> 00:17:40.720 align:start position:0%
think Compose are kind of cooked. Yeah,
 

00:17:40.720 --> 00:17:42.870 align:start position:0%
think Compose are kind of cooked. Yeah,
good<00:17:41.760><c> Yeah,</c><00:17:42.000><c> I'm</c><00:17:42.160><c> impressed.</c><00:17:42.480><c> Composer</c>

00:17:42.870 --> 00:17:42.880 align:start position:0%
good Yeah, I'm impressed. Composer
 

00:17:42.880 --> 00:17:44.549 align:start position:0%
good Yeah, I'm impressed. Composer
did<00:17:43.039><c> very</c><00:17:43.200><c> well</c><00:17:43.360><c> here.</c><00:17:43.679><c> It's</c><00:17:43.840><c> a</c><00:17:44.000><c> good</c><00:17:44.160><c> model.</c>

00:17:44.549 --> 00:17:44.559 align:start position:0%
did very well here. It's a good model.
 

00:17:44.559 --> 00:17:47.750 align:start position:0%
did very well here. It's a good model.
It's<00:17:44.880><c> very</c><00:17:45.280><c> solid.</c><00:17:46.080><c> And</c><00:17:46.240><c> the</c><00:17:46.559><c> speed</c><00:17:46.880><c> in</c><00:17:47.200><c> price</c>

00:17:47.750 --> 00:17:47.760 align:start position:0%
It's very solid. And the speed in price
 

00:17:47.760 --> 00:17:50.470 align:start position:0%
It's very solid. And the speed in price
is<00:17:48.080><c> insane.</c><00:17:48.640><c> Their</c><00:17:48.960><c> default</c><00:17:49.360><c> version</c><00:17:49.760><c> does</c><00:17:50.320><c> 80</c>

00:17:50.470 --> 00:17:50.480 align:start position:0%
is insane. Their default version does 80
 

00:17:50.480 --> 00:17:53.430 align:start position:0%
is insane. Their default version does 80
to<00:17:50.720><c> 100</c><00:17:51.039><c> TPS</c><00:17:51.679><c> and</c><00:17:51.919><c> it</c><00:17:52.160><c> costs</c><00:17:52.799><c> basically</c>

00:17:53.430 --> 00:17:53.440 align:start position:0%
to 100 TPS and it costs basically
 

00:17:53.440 --> 00:17:55.909 align:start position:0%
to 100 TPS and it costs basically
nothing.<00:17:54.160><c> Yeah,</c><00:17:54.640><c> 50</c><00:17:54.799><c> cents</c><00:17:55.039><c> per</c><00:17:55.280><c> million</c><00:17:55.600><c> in</c>

00:17:55.909 --> 00:17:55.919 align:start position:0%
nothing. Yeah, 50 cents per million in
 

00:17:55.919 --> 00:17:58.870 align:start position:0%
nothing. Yeah, 50 cents per million in
and<00:17:56.320><c> 250</c><00:17:56.720><c> per</c><00:17:56.960><c> million</c><00:17:57.280><c> out.</c><00:17:57.760><c> For</c><00:17:58.000><c> comparison,</c>

00:17:58.870 --> 00:17:58.880 align:start position:0%
and 250 per million out. For comparison,
 

00:17:58.880 --> 00:18:02.390 align:start position:0%
and 250 per million out. For comparison,
Opus<00:17:59.360><c> is</c><00:17:59.840><c> $5</c><00:18:00.320><c> per</c><00:18:00.480><c> mill</c><00:18:00.720><c> in</c><00:18:00.880><c> and</c><00:18:01.200><c> $25</c><00:18:01.919><c> per</c><00:18:02.160><c> mill</c>

00:18:02.390 --> 00:18:02.400 align:start position:0%
Opus is $5 per mill in and $25 per mill
 

00:18:02.400 --> 00:18:05.590 align:start position:0%
Opus is $5 per mill in and $25 per mill
out.<00:18:03.039><c> Yes,</c><00:18:03.440><c> that</c><00:18:03.679><c> means</c><00:18:03.840><c> it's</c><00:18:04.160><c> exactly</c><00:18:05.039><c> 10x</c>

00:18:05.590 --> 00:18:05.600 align:start position:0%
out. Yes, that means it's exactly 10x
 

00:18:05.600 --> 00:18:07.909 align:start position:0%
out. Yes, that means it's exactly 10x
cheaper<00:18:06.000><c> than</c><00:18:06.160><c> Opus</c><00:18:06.640><c> 46.</c><00:18:07.200><c> That</c><00:18:07.360><c> is</c><00:18:07.520><c> insane,</c>

00:18:07.909 --> 00:18:07.919 align:start position:0%
cheaper than Opus 46. That is insane,
 

00:18:07.919 --> 00:18:09.270 align:start position:0%
cheaper than Opus 46. That is insane,
but<00:18:08.080><c> that</c><00:18:08.240><c> doesn't</c><00:18:08.480><c> mean</c><00:18:08.559><c> they</c><00:18:08.799><c> can</c><00:18:08.880><c> just</c><00:18:09.120><c> get</c>

00:18:09.270 --> 00:18:09.280 align:start position:0%
but that doesn't mean they can just get
 

00:18:09.280 --> 00:18:12.070 align:start position:0%
but that doesn't mean they can just get
away<00:18:09.520><c> with</c><00:18:09.679><c> this.</c><00:18:09.919><c> So</c><00:18:10.160><c> back</c><00:18:10.480><c> to</c><00:18:11.280><c> these</c><00:18:11.520><c> post</c>

00:18:12.070 --> 00:18:12.080 align:start position:0%
away with this. So back to these post
 

00:18:12.080 --> 00:18:13.830 align:start position:0%
away with this. So back to these post
turns<00:18:12.320><c> out</c><00:18:12.480><c> that</c><00:18:12.720><c> post</c><00:18:12.960><c> training</c><00:18:13.360><c> is</c><00:18:13.600><c> very</c>

00:18:13.830 --> 00:18:13.840 align:start position:0%
turns out that post training is very
 

00:18:13.840 --> 00:18:15.669 align:start position:0%
turns out that post training is very
valuable<00:18:14.160><c> because</c><00:18:14.400><c> Kimmy</c><00:18:14.799><c> K25</c><00:18:15.280><c> didn't</c><00:18:15.520><c> get</c>

00:18:15.669 --> 00:18:15.679 align:start position:0%
valuable because Kimmy K25 didn't get
 

00:18:15.679 --> 00:18:17.350 align:start position:0%
valuable because Kimmy K25 didn't get
close<00:18:15.840><c> to</c><00:18:16.000><c> any</c><00:18:16.160><c> of</c><00:18:16.240><c> these</c><00:18:16.480><c> numbers</c><00:18:16.960><c> and</c><00:18:17.120><c> that's</c>

00:18:17.350 --> 00:18:17.360 align:start position:0%
close to any of these numbers and that's
 

00:18:17.360 --> 00:18:19.350 align:start position:0%
close to any of these numbers and that's
because<00:18:17.600><c> Kimmy</c><00:18:18.000><c> K25</c><00:18:18.720><c> was</c><00:18:19.039><c> only</c>

00:18:19.350 --> 00:18:19.360 align:start position:0%
because Kimmy K25 was only
 

00:18:19.360 --> 00:18:20.710 align:start position:0%
because Kimmy K25 was only
representative<00:18:19.840><c> of</c><00:18:19.919><c> a</c><00:18:20.160><c> fourth</c><00:18:20.400><c> of</c><00:18:20.559><c> the</c>

00:18:20.710 --> 00:18:20.720 align:start position:0%
representative of a fourth of the
 

00:18:20.720 --> 00:18:22.470 align:start position:0%
representative of a fourth of the
compute<00:18:21.120><c> they</c><00:18:21.360><c> used</c><00:18:21.600><c> for</c><00:18:21.760><c> the</c><00:18:21.919><c> training</c><00:18:22.160><c> here.</c>

00:18:22.470 --> 00:18:22.480 align:start position:0%
compute they used for the training here.
 

00:18:22.480 --> 00:18:25.029 align:start position:0%
compute they used for the training here.
K25<00:18:23.280><c> is</c><00:18:23.520><c> the</c><00:18:23.760><c> model</c><00:18:24.000><c> we</c><00:18:24.240><c> all</c><00:18:24.480><c> have</c><00:18:24.640><c> access</c><00:18:24.880><c> to</c>

00:18:25.029 --> 00:18:25.039 align:start position:0%
K25 is the model we all have access to
 

00:18:25.039 --> 00:18:26.789 align:start position:0%
K25 is the model we all have access to
to<00:18:25.280><c> download</c><00:18:25.520><c> and</c><00:18:25.679><c> use</c><00:18:25.919><c> however</c><00:18:26.160><c> we</c><00:18:26.320><c> want.</c><00:18:26.640><c> Can</c>

00:18:26.789 --> 00:18:26.799 align:start position:0%
to download and use however we want. Can
 

00:18:26.799 --> 00:18:28.310 align:start position:0%
to download and use however we want. Can
use<00:18:26.880><c> it</c><00:18:27.039><c> through</c><00:18:27.200><c> open</c><00:18:27.440><c> router</c><00:18:27.760><c> whenever</c><00:18:28.080><c> they</c>

00:18:28.310 --> 00:18:28.320 align:start position:0%
use it through open router whenever they
 

00:18:28.320 --> 00:18:31.510 align:start position:0%
use it through open router whenever they
put<00:18:28.799><c> 3x</c><00:18:29.440><c> additional</c><00:18:30.160><c> compute</c><00:18:30.640><c> into</c><00:18:30.960><c> the</c><00:18:31.200><c> post</c>

00:18:31.510 --> 00:18:31.520 align:start position:0%
put 3x additional compute into the post
 

00:18:31.520 --> 00:18:33.029 align:start position:0%
put 3x additional compute into the post
training<00:18:32.000><c> based</c><00:18:32.160><c> on</c><00:18:32.320><c> their</c><00:18:32.480><c> estimates.</c><00:18:32.799><c> I</c>

00:18:33.029 --> 00:18:33.039 align:start position:0%
training based on their estimates. I
 

00:18:33.039 --> 00:18:33.830 align:start position:0%
training based on their estimates. I
don't<00:18:33.120><c> know</c><00:18:33.120><c> if</c><00:18:33.280><c> they</c><00:18:33.440><c> actually</c><00:18:33.600><c> know</c><00:18:33.760><c> how</c>

00:18:33.830 --> 00:18:33.840 align:start position:0%
don't know if they actually know how
 

00:18:33.840 --> 00:18:35.029 align:start position:0%
don't know if they actually know how
much<00:18:34.000><c> compute</c><00:18:34.240><c> went</c><00:18:34.400><c> into</c><00:18:34.640><c> the</c><00:18:34.799><c> original</c>

00:18:35.029 --> 00:18:35.039 align:start position:0%
much compute went into the original
 

00:18:35.039 --> 00:18:36.230 align:start position:0%
much compute went into the original
model<00:18:35.280><c> or</c><00:18:35.440><c> not,</c><00:18:35.600><c> but</c><00:18:35.840><c> with</c><00:18:36.080><c> their</c>

00:18:36.230 --> 00:18:36.240 align:start position:0%
model or not, but with their
 

00:18:36.240 --> 00:18:39.510 align:start position:0%
model or not, but with their
assumptions,<00:18:37.039><c> they</c><00:18:37.200><c> did</c><00:18:37.440><c> 3x</c><00:18:38.080><c> more</c><00:18:38.400><c> on</c><00:18:38.640><c> top</c><00:18:39.280><c> in</c>

00:18:39.510 --> 00:18:39.520 align:start position:0%
assumptions, they did 3x more on top in
 

00:18:39.520 --> 00:18:41.510 align:start position:0%
assumptions, they did 3x more on top in
order<00:18:39.679><c> to</c><00:18:40.320><c> make</c><00:18:40.480><c> this</c><00:18:40.720><c> model</c><00:18:41.039><c> so</c><00:18:41.200><c> much</c><00:18:41.360><c> better</c>

00:18:41.510 --> 00:18:41.520 align:start position:0%
order to make this model so much better
 

00:18:41.520 --> 00:18:43.350 align:start position:0%
order to make this model so much better
at<00:18:41.760><c> code</c><00:18:42.000><c> and</c><00:18:42.240><c> also</c><00:18:42.559><c> worse</c><00:18:42.799><c> at</c><00:18:42.960><c> other</c><00:18:43.120><c> things.</c>

00:18:43.350 --> 00:18:43.360 align:start position:0%
at code and also worse at other things.
 

00:18:43.360 --> 00:18:44.470 align:start position:0%
at code and also worse at other things.
That's<00:18:43.520><c> why</c><00:18:43.679><c> their</c><00:18:43.760><c> evals</c><00:18:44.160><c> are</c><00:18:44.320><c> very</c>

00:18:44.470 --> 00:18:44.480 align:start position:0%
That's why their evals are very
 

00:18:44.480 --> 00:18:45.990 align:start position:0%
That's why their evals are very
different<00:18:44.640><c> cuz</c><00:18:44.799><c> the</c><00:18:44.960><c> model's</c><00:18:45.360><c> effectively</c><00:18:45.760><c> a</c>

00:18:45.990 --> 00:18:46.000 align:start position:0%
different cuz the model's effectively a
 

00:18:46.000 --> 00:18:47.350 align:start position:0%
different cuz the model's effectively a
whole<00:18:46.240><c> different</c><00:18:46.480><c> model.</c><00:18:46.880><c> I</c><00:18:47.039><c> really</c><00:18:47.200><c> want</c><00:18:47.280><c> to</c>

00:18:47.350 --> 00:18:47.360 align:start position:0%
whole different model. I really want to
 

00:18:47.360 --> 00:18:48.870 align:start position:0%
whole different model. I really want to
emphasize<00:18:47.679><c> how</c><00:18:47.840><c> big</c><00:18:47.919><c> of</c><00:18:48.000><c> a</c><00:18:48.160><c> deal</c><00:18:48.240><c> this</c><00:18:48.480><c> is.</c>

00:18:48.870 --> 00:18:48.880 align:start position:0%
emphasize how big of a deal this is.
 

00:18:48.880 --> 00:18:50.549 align:start position:0%
emphasize how big of a deal this is.
Most<00:18:49.120><c> of</c><00:18:49.280><c> the</c><00:18:49.440><c> major</c><00:18:49.760><c> model</c><00:18:50.080><c> releases</c><00:18:50.400><c> from</c>

00:18:50.549 --> 00:18:50.559 align:start position:0%
Most of the major model releases from
 

00:18:50.559 --> 00:18:52.470 align:start position:0%
Most of the major model releases from
the<00:18:50.720><c> major</c><00:18:50.960><c> labs</c><00:18:51.440><c> are</c><00:18:51.760><c> not</c><00:18:51.919><c> a</c><00:18:52.160><c> new</c>

00:18:52.470 --> 00:18:52.480 align:start position:0%
the major labs are not a new
 

00:18:52.480 --> 00:18:54.630 align:start position:0%
the major labs are not a new
pre-training<00:18:53.280><c> base.</c><00:18:53.840><c> The</c><00:18:54.080><c> pre-training</c><00:18:54.480><c> is</c>

00:18:54.630 --> 00:18:54.640 align:start position:0%
pre-training base. The pre-training is
 

00:18:54.640 --> 00:18:55.830 align:start position:0%
pre-training base. The pre-training is
the<00:18:54.799><c> first</c><00:18:54.880><c> step.</c><00:18:55.120><c> It's</c><00:18:55.360><c> almost</c><00:18:55.520><c> like</c><00:18:55.679><c> a</c>

00:18:55.830 --> 00:18:55.840 align:start position:0%
the first step. It's almost like a
 

00:18:55.840 --> 00:18:57.590 align:start position:0%
the first step. It's almost like a
template<00:18:56.320><c> in</c><00:18:56.559><c> a</c><00:18:56.720><c> way</c><00:18:56.799><c> and</c><00:18:57.039><c> then</c><00:18:57.120><c> they</c><00:18:57.360><c> do</c><00:18:57.440><c> a</c>

00:18:57.590 --> 00:18:57.600 align:start position:0%
template in a way and then they do a
 

00:18:57.600 --> 00:19:00.150 align:start position:0%
template in a way and then they do a
bunch<00:18:57.760><c> of</c><00:18:58.000><c> refinement</c><00:18:58.720><c> after</c><00:18:59.440><c> to</c><00:18:59.760><c> turn</c><00:18:59.919><c> that</c>

00:19:00.150 --> 00:19:00.160 align:start position:0%
bunch of refinement after to turn that
 

00:19:00.160 --> 00:19:02.310 align:start position:0%
bunch of refinement after to turn that
into<00:19:00.320><c> the</c><00:19:00.480><c> models</c><00:19:00.799><c> we</c><00:19:01.039><c> actually</c><00:19:01.360><c> like</c><00:19:01.600><c> to</c><00:19:01.840><c> use.</c>

00:19:02.310 --> 00:19:02.320 align:start position:0%
into the models we actually like to use.
 

00:19:02.320 --> 00:19:03.830 align:start position:0%
into the models we actually like to use.
Most<00:19:02.640><c> models</c><00:19:02.960><c> start</c><00:19:03.200><c> as</c><00:19:03.440><c> like</c><00:19:03.600><c> an</c>

00:19:03.830 --> 00:19:03.840 align:start position:0%
Most models start as like an
 

00:19:03.840 --> 00:19:05.110 align:start position:0%
Most models start as like an
autocomplete<00:19:04.400><c> model</c><00:19:04.559><c> with</c><00:19:04.720><c> a</c><00:19:04.880><c> bunch</c><00:19:04.960><c> of</c>

00:19:05.110 --> 00:19:05.120 align:start position:0%
autocomplete model with a bunch of
 

00:19:05.120 --> 00:19:06.390 align:start position:0%
autocomplete model with a bunch of
information<00:19:05.360><c> in</c><00:19:05.600><c> them,</c><00:19:05.840><c> but</c><00:19:06.000><c> they're</c><00:19:06.240><c> not</c>

00:19:06.390 --> 00:19:06.400 align:start position:0%
information in them, but they're not
 

00:19:06.400 --> 00:19:07.909 align:start position:0%
information in them, but they're not
good<00:19:06.480><c> at</c><00:19:06.640><c> talking</c><00:19:06.960><c> or</c><00:19:07.120><c> tool</c><00:19:07.440><c> calling</c><00:19:07.679><c> or</c><00:19:07.840><c> all</c>

00:19:07.909 --> 00:19:07.919 align:start position:0%
good at talking or tool calling or all
 

00:19:07.919 --> 00:19:08.950 align:start position:0%
good at talking or tool calling or all
these<00:19:08.160><c> other</c><00:19:08.240><c> things,</c><00:19:08.640><c> and</c><00:19:08.799><c> then</c>

00:19:08.950 --> 00:19:08.960 align:start position:0%
these other things, and then
 

00:19:08.960 --> 00:19:10.630 align:start position:0%
these other things, and then
post-training<00:19:09.679><c> brings</c><00:19:09.919><c> those</c><00:19:10.160><c> behaviors</c>

00:19:10.630 --> 00:19:10.640 align:start position:0%
post-training brings those behaviors
 

00:19:10.640 --> 00:19:13.190 align:start position:0%
post-training brings those behaviors
out.<00:19:11.039><c> Models</c><00:19:11.360><c> like</c><00:19:11.440><c> GBT</c><00:19:12.000><c> 5</c><00:19:12.080><c> and</c><00:19:12.320><c> 5.1</c><00:19:12.960><c> were</c>

00:19:13.190 --> 00:19:13.200 align:start position:0%
out. Models like GBT 5 and 5.1 were
 

00:19:13.200 --> 00:19:15.190 align:start position:0%
out. Models like GBT 5 and 5.1 were
based<00:19:13.440><c> on</c><00:19:13.520><c> the</c><00:19:13.679><c> same</c><00:19:13.840><c> pre-training.</c><00:19:14.559><c> 52</c>

00:19:15.190 --> 00:19:15.200 align:start position:0%
based on the same pre-training. 52
 

00:19:15.200 --> 00:19:17.110 align:start position:0%
based on the same pre-training. 52
onwards<00:19:15.760><c> also</c><00:19:16.080><c> seem</c><00:19:16.240><c> to</c><00:19:16.400><c> all</c><00:19:16.559><c> be</c><00:19:16.720><c> the</c><00:19:16.960><c> same</c>

00:19:17.110 --> 00:19:17.120 align:start position:0%
onwards also seem to all be the same
 

00:19:17.120 --> 00:19:19.430 align:start position:0%
onwards also seem to all be the same
pre-training.<00:19:17.760><c> Gemini</c><00:19:18.160><c> 3</c><00:19:18.400><c> to</c><00:19:18.559><c> 3.1</c><00:19:19.120><c> was</c><00:19:19.280><c> a</c>

00:19:19.430 --> 00:19:19.440 align:start position:0%
pre-training. Gemini 3 to 3.1 was a
 

00:19:19.440 --> 00:19:20.870 align:start position:0%
pre-training. Gemini 3 to 3.1 was a
post-training<00:19:19.919><c> change.</c><00:19:20.240><c> The</c><00:19:20.400><c> pre-training</c>

00:19:20.870 --> 00:19:20.880 align:start position:0%
post-training change. The pre-training
 

00:19:20.880 --> 00:19:22.870 align:start position:0%
post-training change. The pre-training
was<00:19:20.960><c> the</c><00:19:21.120><c> same.</c><00:19:21.360><c> It</c><00:19:21.520><c> is</c><00:19:21.679><c> very</c><00:19:22.000><c> common</c><00:19:22.320><c> for</c><00:19:22.559><c> labs</c>

00:19:22.870 --> 00:19:22.880 align:start position:0%
was the same. It is very common for labs
 

00:19:22.880 --> 00:19:25.110 align:start position:0%
was the same. It is very common for labs
to<00:19:23.039><c> take</c><00:19:23.280><c> existing</c><00:19:23.840><c> models</c><00:19:24.400><c> and</c><00:19:24.720><c> use</c>

00:19:25.110 --> 00:19:25.120 align:start position:0%
to take existing models and use
 

00:19:25.120 --> 00:19:26.789 align:start position:0%
to take existing models and use
post-training<00:19:25.760><c> to</c><00:19:26.000><c> make</c><00:19:26.160><c> them</c><00:19:26.320><c> behave</c>

00:19:26.789 --> 00:19:26.799 align:start position:0%
post-training to make them behave
 

00:19:26.799 --> 00:19:28.789 align:start position:0%
post-training to make them behave
entirely<00:19:27.440><c> differently</c><00:19:27.840><c> in</c><00:19:28.080><c> ways</c><00:19:28.320><c> that</c><00:19:28.480><c> are</c>

00:19:28.789 --> 00:19:28.799 align:start position:0%
entirely differently in ways that are
 

00:19:28.799 --> 00:19:31.270 align:start position:0%
entirely differently in ways that are
often<00:19:29.520><c> massive</c><00:19:29.919><c> wins.</c><00:19:30.400><c> What</c><00:19:30.640><c> we</c><00:19:30.799><c> haven't</c><00:19:31.039><c> seen</c>

00:19:31.270 --> 00:19:31.280 align:start position:0%
often massive wins. What we haven't seen
 

00:19:31.280 --> 00:19:33.110 align:start position:0%
often massive wins. What we haven't seen
before<00:19:31.600><c> though</c><00:19:31.840><c> is</c><00:19:32.000><c> a</c><00:19:32.160><c> lab</c><00:19:32.400><c> using</c><00:19:32.720><c> post</c>

00:19:33.110 --> 00:19:33.120 align:start position:0%
before though is a lab using post
 

00:19:33.120 --> 00:19:34.950 align:start position:0%
before though is a lab using post
training<00:19:33.520><c> to</c><00:19:33.760><c> put</c><00:19:33.919><c> out</c><00:19:34.160><c> something</c><00:19:34.400><c> that</c><00:19:34.640><c> gets</c>

00:19:34.950 --> 00:19:34.960 align:start position:0%
training to put out something that gets
 

00:19:34.960 --> 00:19:37.029 align:start position:0%
training to put out something that gets
frontier<00:19:35.440><c> level</c><00:19:35.679><c> numbers</c><00:19:36.400><c> by</c><00:19:36.640><c> doing</c><00:19:36.799><c> this</c>

00:19:37.029 --> 00:19:37.039 align:start position:0%
frontier level numbers by doing this
 

00:19:37.039 --> 00:19:39.190 align:start position:0%
frontier level numbers by doing this
post-<00:19:37.360><c> training</c><00:19:37.600><c> on</c><00:19:37.919><c> someone</c><00:19:38.240><c> else's</c><00:19:38.720><c> model.</c>

00:19:39.190 --> 00:19:39.200 align:start position:0%
post- training on someone else's model.
 

00:19:39.200 --> 00:19:40.870 align:start position:0%
post- training on someone else's model.
But<00:19:39.360><c> to</c><00:19:39.520><c> go</c><00:19:39.679><c> back</c><00:19:39.840><c> to</c><00:19:40.000><c> a</c><00:19:40.240><c> thing</c><00:19:40.320><c> I</c><00:19:40.559><c> mentioned</c>

00:19:40.870 --> 00:19:40.880 align:start position:0%
But to go back to a thing I mentioned
 

00:19:40.880 --> 00:19:43.270 align:start position:0%
But to go back to a thing I mentioned
earlier<00:19:41.520><c> about</c><00:19:42.000><c> this</c><00:19:42.400><c> license</c><00:19:42.880><c> and</c><00:19:43.120><c> in</c>

00:19:43.270 --> 00:19:43.280 align:start position:0%
earlier about this license and in
 

00:19:43.280 --> 00:19:45.830 align:start position:0%
earlier about this license and in
particular<00:19:43.840><c> the</c><00:19:44.160><c> ability</c><00:19:44.480><c> to</c><00:19:44.799><c> obuscate</c><00:19:45.520><c> who's</c>

00:19:45.830 --> 00:19:45.840 align:start position:0%
particular the ability to obuscate who's
 

00:19:45.840 --> 00:19:48.070 align:start position:0%
particular the ability to obuscate who's
responsible<00:19:46.400><c> by</c><00:19:46.640><c> having</c><00:19:46.799><c> a</c><00:19:46.960><c> middleman.</c><00:19:47.520><c> Lero</c>

00:19:48.070 --> 00:19:48.080 align:start position:0%
responsible by having a middleman. Lero
 

00:19:48.080 --> 00:19:50.070 align:start position:0%
responsible by having a middleman. Lero
says<00:19:48.240><c> here</c><00:19:48.640><c> we</c><00:19:48.799><c> are</c><00:19:48.960><c> following</c><00:19:49.280><c> the</c><00:19:49.440><c> license</c>

00:19:50.070 --> 00:19:50.080 align:start position:0%
says here we are following the license
 

00:19:50.080 --> 00:19:52.950 align:start position:0%
says here we are following the license
through<00:19:50.480><c> our</c><00:19:50.880><c> inference</c><00:19:51.520><c> partner</c><00:19:52.240><c> terms.</c>

00:19:52.950 --> 00:19:52.960 align:start position:0%
through our inference partner terms.
 

00:19:52.960 --> 00:19:54.310 align:start position:0%
through our inference partner terms.
Sometimes<00:19:53.360><c> being</c><00:19:53.520><c> asserted</c><00:19:53.840><c> into</c><00:19:54.000><c> the</c><00:19:54.160><c> middle</c>

00:19:54.310 --> 00:19:54.320 align:start position:0%
Sometimes being asserted into the middle
 

00:19:54.320 --> 00:19:55.669 align:start position:0%
Sometimes being asserted into the middle
of<00:19:54.480><c> something</c><00:19:54.720><c> like</c><00:19:54.880><c> this</c><00:19:55.039><c> is</c><00:19:55.280><c> good.</c><00:19:55.520><c> Just</c>

00:19:55.669 --> 00:19:55.679 align:start position:0%
of something like this is good. Just
 

00:19:55.679 --> 00:19:56.950 align:start position:0%
of something like this is good. Just
like<00:19:55.760><c> we're</c><00:19:55.919><c> about</c><00:19:56.080><c> to</c><00:19:56.160><c> insert</c><00:19:56.400><c> an</c><00:19:56.559><c> ad</c><00:19:56.720><c> in</c><00:19:56.880><c> the</c>

00:19:56.950 --> 00:19:56.960 align:start position:0%
like we're about to insert an ad in the
 

00:19:56.960 --> 00:19:58.390 align:start position:0%
like we're about to insert an ad in the
middle<00:19:57.039><c> of</c><00:19:57.120><c> this</c><00:19:57.280><c> video.</c><00:19:57.520><c> Engineers</c><00:19:58.080><c> hate</c>

00:19:58.390 --> 00:19:58.400 align:start position:0%
middle of this video. Engineers hate
 

00:19:58.400 --> 00:19:59.909 align:start position:0%
middle of this video. Engineers hate
meetings,<00:19:58.799><c> but</c><00:19:58.960><c> there's</c><00:19:59.200><c> one</c><00:19:59.360><c> thing</c><00:19:59.520><c> I</c><00:19:59.760><c> know</c>

00:19:59.909 --> 00:19:59.919 align:start position:0%
meetings, but there's one thing I know
 

00:19:59.919 --> 00:20:02.310 align:start position:0%
meetings, but there's one thing I know
they<00:20:00.160><c> hate</c><00:20:00.400><c> way,</c><00:20:00.720><c> way</c><00:20:01.039><c> more.</c><00:20:01.600><c> Interviews.</c>

00:20:02.310 --> 00:20:02.320 align:start position:0%
they hate way, way more. Interviews.
 

00:20:02.320 --> 00:20:04.070 align:start position:0%
they hate way, way more. Interviews.
Especially<00:20:02.720><c> with</c><00:20:02.960><c> bad</c><00:20:03.200><c> candidates.</c><00:20:03.760><c> And</c><00:20:03.919><c> I'll</c>

00:20:04.070 --> 00:20:04.080 align:start position:0%
Especially with bad candidates. And I'll
 

00:20:04.080 --> 00:20:05.590 align:start position:0%
Especially with bad candidates. And I'll
be<00:20:04.160><c> real,</c><00:20:04.480><c> it's</c><00:20:04.640><c> hard</c><00:20:04.799><c> to</c><00:20:04.960><c> find</c><00:20:05.120><c> the</c><00:20:05.280><c> good</c><00:20:05.440><c> ones</c>

00:20:05.590 --> 00:20:05.600 align:start position:0%
be real, it's hard to find the good ones
 

00:20:05.600 --> 00:20:07.510 align:start position:0%
be real, it's hard to find the good ones
now.<00:20:05.840><c> With</c><00:20:06.000><c> all</c><00:20:06.080><c> the</c><00:20:06.240><c> AI</c><00:20:06.559><c> slop</c><00:20:06.960><c> clogging</c><00:20:07.360><c> up</c>

00:20:07.510 --> 00:20:07.520 align:start position:0%
now. With all the AI slop clogging up
 

00:20:07.520 --> 00:20:09.430 align:start position:0%
now. With all the AI slop clogging up
our<00:20:07.679><c> inbound</c><00:20:08.080><c> forms,</c><00:20:08.480><c> it's</c><00:20:08.720><c> just</c><00:20:08.960><c> impossible</c>

00:20:09.430 --> 00:20:09.440 align:start position:0%
our inbound forms, it's just impossible
 

00:20:09.440 --> 00:20:11.029 align:start position:0%
our inbound forms, it's just impossible
to<00:20:09.600><c> get</c><00:20:09.760><c> the</c><00:20:09.919><c> good</c><00:20:10.160><c> people</c><00:20:10.400><c> out.</c><00:20:10.799><c> Unless</c>

00:20:11.029 --> 00:20:11.039 align:start position:0%
to get the good people out. Unless
 

00:20:11.039 --> 00:20:13.270 align:start position:0%
to get the good people out. Unless
you're<00:20:11.200><c> using</c><00:20:11.440><c> today's</c><00:20:11.760><c> sponsor,</c><00:20:12.160><c> G2I.</c><00:20:12.960><c> These</c>

00:20:13.270 --> 00:20:13.280 align:start position:0%
you're using today's sponsor, G2I. These
 

00:20:13.280 --> 00:20:14.950 align:start position:0%
you're using today's sponsor, G2I. These
guys<00:20:13.600><c> get</c><00:20:13.919><c> hiring.</c><00:20:14.400><c> They</c><00:20:14.480><c> have</c><00:20:14.559><c> an</c><00:20:14.720><c> incredible</c>

00:20:14.950 --> 00:20:14.960 align:start position:0%
guys get hiring. They have an incredible
 

00:20:14.960 --> 00:20:16.470 align:start position:0%
guys get hiring. They have an incredible
network<00:20:15.200><c> of</c><00:20:15.360><c> engineers</c><00:20:15.760><c> ready</c><00:20:15.919><c> to</c><00:20:16.000><c> go</c><00:20:16.160><c> and</c><00:20:16.320><c> one</c>

00:20:16.470 --> 00:20:16.480 align:start position:0%
network of engineers ready to go and one
 

00:20:16.480 --> 00:20:18.150 align:start position:0%
network of engineers ready to go and one
of<00:20:16.559><c> the</c><00:20:16.720><c> best</c><00:20:16.880><c> possible</c><00:20:17.360><c> platforms</c><00:20:17.840><c> to</c><00:20:18.000><c> find</c>

00:20:18.150 --> 00:20:18.160 align:start position:0%
of the best possible platforms to find
 

00:20:18.160 --> 00:20:19.669 align:start position:0%
of the best possible platforms to find
who's<00:20:18.400><c> the</c><00:20:18.559><c> right</c><00:20:18.720><c> fit.</c><00:20:19.120><c> You</c><00:20:19.280><c> talk</c><00:20:19.360><c> with</c><00:20:19.520><c> them</c>

00:20:19.669 --> 00:20:19.679 align:start position:0%
who's the right fit. You talk with them
 

00:20:19.679 --> 00:20:20.789 align:start position:0%
who's the right fit. You talk with them
about<00:20:19.760><c> what</c><00:20:19.919><c> you're</c><00:20:20.080><c> looking</c><00:20:20.240><c> for.</c><00:20:20.559><c> You</c><00:20:20.640><c> send</c>

00:20:20.789 --> 00:20:20.799 align:start position:0%
about what you're looking for. You send
 

00:20:20.799 --> 00:20:21.909 align:start position:0%
about what you're looking for. You send
them<00:20:20.960><c> some</c><00:20:21.120><c> questions</c><00:20:21.360><c> to</c><00:20:21.600><c> ask</c><00:20:21.760><c> the</c>

00:20:21.909 --> 00:20:21.919 align:start position:0%
them some questions to ask the
 

00:20:21.919 --> 00:20:23.750 align:start position:0%
them some questions to ask the
candidates<00:20:22.320><c> and</c><00:20:22.480><c> then</c><00:20:22.640><c> they</c><00:20:22.799><c> send</c><00:20:22.960><c> you</c><00:20:23.360><c> videos</c>

00:20:23.750 --> 00:20:23.760 align:start position:0%
candidates and then they send you videos
 

00:20:23.760 --> 00:20:25.750 align:start position:0%
candidates and then they send you videos
of<00:20:24.000><c> the</c><00:20:24.240><c> candidates</c><00:20:24.640><c> responding</c><00:20:25.120><c> to</c><00:20:25.360><c> try</c><00:20:25.600><c> and</c>

00:20:25.750 --> 00:20:25.760 align:start position:0%
of the candidates responding to try and
 

00:20:25.760 --> 00:20:27.430 align:start position:0%
of the candidates responding to try and
find<00:20:25.919><c> the</c><00:20:26.160><c> right</c><00:20:26.320><c> vibes.</c><00:20:26.720><c> I</c><00:20:26.960><c> know</c><00:20:27.039><c> a</c><00:20:27.200><c> ton</c><00:20:27.280><c> of</c>

00:20:27.430 --> 00:20:27.440 align:start position:0%
find the right vibes. I know a ton of
 

00:20:27.440 --> 00:20:28.870 align:start position:0%
find the right vibes. I know a ton of
candidates<00:20:27.760><c> and</c><00:20:28.000><c> companies</c><00:20:28.320><c> that</c><00:20:28.480><c> have</c><00:20:28.640><c> had</c><00:20:28.720><c> a</c>

00:20:28.870 --> 00:20:28.880 align:start position:0%
candidates and companies that have had a
 

00:20:28.880 --> 00:20:30.470 align:start position:0%
candidates and companies that have had a
great<00:20:29.039><c> time</c><00:20:29.120><c> with</c><00:20:29.280><c> G2I</c><00:20:29.840><c> and</c><00:20:30.000><c> that's</c><00:20:30.159><c> why</c><00:20:30.240><c> big</c>

00:20:30.470 --> 00:20:30.480 align:start position:0%
great time with G2I and that's why big
 

00:20:30.480 --> 00:20:32.070 align:start position:0%
great time with G2I and that's why big
companies<00:20:30.720><c> like</c><00:20:30.960><c> Web</c><00:20:31.120><c> Flow,</c><00:20:31.440><c> One</c><00:20:31.679><c> Password</c>

00:20:32.070 --> 00:20:32.080 align:start position:0%
companies like Web Flow, One Password
 

00:20:32.080 --> 00:20:33.990 align:start position:0%
companies like Web Flow, One Password
Automatic,<00:20:32.559><c> and</c><00:20:32.799><c> Meta</c><00:20:33.280><c> are</c><00:20:33.440><c> all</c><00:20:33.600><c> working</c><00:20:33.840><c> with</c>

00:20:33.990 --> 00:20:34.000 align:start position:0%
Automatic, and Meta are all working with
 

00:20:34.000 --> 00:20:35.669 align:start position:0%
Automatic, and Meta are all working with
them<00:20:34.159><c> to</c><00:20:34.400><c> hire</c><00:20:34.640><c> the</c><00:20:34.880><c> best</c><00:20:35.039><c> engineers.</c><00:20:35.520><c> I</c>

00:20:35.669 --> 00:20:35.679 align:start position:0%
them to hire the best engineers. I
 

00:20:35.679 --> 00:20:36.870 align:start position:0%
them to hire the best engineers. I
wouldn't<00:20:35.840><c> believe</c><00:20:36.080><c> this</c><00:20:36.240><c> either,</c><00:20:36.480><c> but</c><00:20:36.640><c> I've</c>

00:20:36.870 --> 00:20:36.880 align:start position:0%
wouldn't believe this either, but I've
 

00:20:36.880 --> 00:20:38.710 align:start position:0%
wouldn't believe this either, but I've
hung<00:20:37.039><c> out</c><00:20:37.120><c> with</c><00:20:37.280><c> these</c><00:20:37.440><c> guys</c><00:20:37.679><c> a</c><00:20:37.919><c> ton.</c><00:20:38.320><c> They</c><00:20:38.559><c> do</c>

00:20:38.710 --> 00:20:38.720 align:start position:0%
hung out with these guys a ton. They do
 

00:20:38.720 --> 00:20:40.549 align:start position:0%
hung out with these guys a ton. They do
really<00:20:38.960><c> get</c><00:20:39.120><c> it.</c><00:20:39.360><c> React</c><00:20:39.760><c> Miami</c><00:20:40.080><c> is</c><00:20:40.320><c> my</c>

00:20:40.549 --> 00:20:40.559 align:start position:0%
really get it. React Miami is my
 

00:20:40.559 --> 00:20:42.630 align:start position:0%
really get it. React Miami is my
favorite<00:20:40.799><c> developer</c><00:20:41.280><c> conference</c><00:20:41.760><c> by</c><00:20:42.159><c> far,</c>

00:20:42.630 --> 00:20:42.640 align:start position:0%
favorite developer conference by far,
 

00:20:42.640 --> 00:20:44.070 align:start position:0%
favorite developer conference by far,
but<00:20:42.799><c> they</c><00:20:42.960><c> might</c><00:20:43.200><c> want</c><00:20:43.360><c> up</c><00:20:43.520><c> it</c><00:20:43.679><c> this</c><00:20:43.840><c> year</c>

00:20:44.070 --> 00:20:44.080 align:start position:0%
but they might want up it this year
 

00:20:44.080 --> 00:20:45.669 align:start position:0%
but they might want up it this year
because<00:20:44.320><c> they</c><00:20:44.559><c> just</c><00:20:44.720><c> announced</c><00:20:45.039><c> the</c><00:20:45.280><c> AI</c>

00:20:45.669 --> 00:20:45.679 align:start position:0%
because they just announced the AI
 

00:20:45.679 --> 00:20:48.070 align:start position:0%
because they just announced the AI
engineer<00:20:46.320><c> Miami</c><00:20:46.880><c> conference.</c><00:20:47.520><c> Yes,</c><00:20:47.840><c> they're</c>

00:20:48.070 --> 00:20:48.080 align:start position:0%
engineer Miami conference. Yes, they're
 

00:20:48.080 --> 00:20:49.909 align:start position:0%
engineer Miami conference. Yes, they're
bringing<00:20:48.400><c> AI</c><00:20:48.720><c> to</c><00:20:48.880><c> Miami.</c><00:20:49.440><c> Sure,</c><00:20:49.600><c> a</c><00:20:49.760><c> lot</c><00:20:49.840><c> of</c>

00:20:49.909 --> 00:20:49.919 align:start position:0%
bringing AI to Miami. Sure, a lot of
 

00:20:49.919 --> 00:20:51.430 align:start position:0%
bringing AI to Miami. Sure, a lot of
people<00:20:50.080><c> will</c><00:20:50.240><c> hate</c><00:20:50.400><c> it,</c><00:20:50.559><c> but</c><00:20:50.799><c> us</c><00:20:50.960><c> developers</c>

00:20:51.430 --> 00:20:51.440 align:start position:0%
people will hate it, but us developers
 

00:20:51.440 --> 00:20:52.789 align:start position:0%
people will hate it, but us developers
are<00:20:51.679><c> going</c><00:20:51.760><c> to</c><00:20:51.840><c> love</c><00:20:52.000><c> the</c><00:20:52.240><c> excuse</c><00:20:52.480><c> to</c><00:20:52.640><c> be</c>

00:20:52.789 --> 00:20:52.799 align:start position:0%
are going to love the excuse to be
 

00:20:52.799 --> 00:20:54.390 align:start position:0%
are going to love the excuse to be
there.<00:20:53.039><c> So,</c><00:20:53.200><c> if</c><00:20:53.360><c> you're</c><00:20:53.520><c> in</c><00:20:53.679><c> Florida</c><00:20:54.000><c> or</c><00:20:54.240><c> you</c>

00:20:54.390 --> 00:20:54.400 align:start position:0%
there. So, if you're in Florida or you
 

00:20:54.400 --> 00:20:56.390 align:start position:0%
there. So, if you're in Florida or you
can<00:20:54.559><c> be</c><00:20:54.720><c> for</c><00:20:54.960><c> April</c><00:20:55.200><c> 20th</c><00:20:55.440><c> and</c><00:20:55.679><c> 21st,</c><00:20:56.159><c> I</c><00:20:56.320><c> would</c>

00:20:56.390 --> 00:20:56.400 align:start position:0%
can be for April 20th and 21st, I would
 

00:20:56.400 --> 00:20:57.750 align:start position:0%
can be for April 20th and 21st, I would
highly<00:20:56.640><c> recommend</c><00:20:56.960><c> being</c><00:20:57.200><c> there.</c><00:20:57.520><c> You</c><00:20:57.679><c> can</c>

00:20:57.750 --> 00:20:57.760 align:start position:0%
highly recommend being there. You can
 

00:20:57.760 --> 00:20:58.710 align:start position:0%
highly recommend being there. You can
bet<00:20:57.919><c> your</c><00:20:58.000><c> ass</c><00:20:58.240><c> you're</c><00:20:58.400><c> going</c><00:20:58.400><c> to</c><00:20:58.480><c> see</c><00:20:58.640><c> me</c>

00:20:58.710 --> 00:20:58.720 align:start position:0%
bet your ass you're going to see me
 

00:20:58.720 --> 00:21:00.070 align:start position:0%
bet your ass you're going to see me
there,<00:20:58.960><c> too.</c><00:20:59.200><c> Hire</c><00:20:59.440><c> some</c><00:20:59.600><c> great</c><00:20:59.760><c> engineers</c>

00:21:00.070 --> 00:21:00.080 align:start position:0%
there, too. Hire some great engineers
 

00:21:00.080 --> 00:21:02.789 align:start position:0%
there, too. Hire some great engineers
and<00:21:00.240><c> maybe</c><00:21:00.559><c> come</c><00:21:00.720><c> party</c><00:21:00.960><c> at</c><00:21:01.120><c> soyv.link/g2i.</c>

00:21:02.789 --> 00:21:02.799 align:start position:0%
and maybe come party at soyv.link/g2i.
 

00:21:02.799 --> 00:21:04.549 align:start position:0%
and maybe come party at soyv.link/g2i.
Sorry<00:21:02.960><c> about</c><00:21:03.120><c> that.</c><00:21:03.360><c> As</c><00:21:03.600><c> I</c><00:21:03.760><c> was</c><00:21:03.919><c> saying,</c><00:21:04.400><c> the</c>

00:21:04.549 --> 00:21:04.559 align:start position:0%
Sorry about that. As I was saying, the
 

00:21:04.559 --> 00:21:06.630 align:start position:0%
Sorry about that. As I was saying, the
model<00:21:05.039><c> has</c><00:21:05.200><c> an</c><00:21:05.520><c> inference</c><00:21:05.919><c> partner</c><00:21:06.400><c> that</c>

00:21:06.630 --> 00:21:06.640 align:start position:0%
model has an inference partner that
 

00:21:06.640 --> 00:21:08.870 align:start position:0%
model has an inference partner that
allowed<00:21:07.039><c> cursor</c><00:21:07.600><c> to</c><00:21:07.760><c> not</c><00:21:08.000><c> have</c><00:21:08.159><c> to</c><00:21:08.320><c> disclose</c>

00:21:08.870 --> 00:21:08.880 align:start position:0%
allowed cursor to not have to disclose
 

00:21:08.880 --> 00:21:11.750 align:start position:0%
allowed cursor to not have to disclose
by<00:21:09.200><c> saying</c><00:21:09.440><c> Kimmy</c><00:21:09.840><c> K2.5</c><00:21:10.559><c> in</c><00:21:10.720><c> the</c><00:21:10.880><c> UI.</c><00:21:11.280><c> Lero</c>

00:21:11.750 --> 00:21:11.760 align:start position:0%
by saying Kimmy K2.5 in the UI. Lero
 

00:21:11.760 --> 00:21:13.430 align:start position:0%
by saying Kimmy K2.5 in the UI. Lero
replied<00:21:12.080><c> here</c><00:21:12.320><c> since</c><00:21:12.640><c> people</c><00:21:12.880><c> really</c><00:21:13.120><c> want</c><00:21:13.360><c> me</c>

00:21:13.430 --> 00:21:13.440 align:start position:0%
replied here since people really want me
 

00:21:13.440 --> 00:21:16.470 align:start position:0%
replied here since people really want me
to<00:21:13.600><c> say</c><00:21:13.760><c> this.</c><00:21:14.080><c> Kimmy</c><00:21:14.559><c> K2.5.</c><00:21:15.760><c> Yes,</c><00:21:16.159><c> that</c><00:21:16.400><c> is</c>

00:21:16.470 --> 00:21:16.480 align:start position:0%
to say this. Kimmy K2.5. Yes, that is
 

00:21:16.480 --> 00:21:18.149 align:start position:0%
to say this. Kimmy K2.5. Yes, that is
the<00:21:16.640><c> base</c><00:21:16.880><c> we</c><00:21:17.120><c> started</c><00:21:17.360><c> from</c><00:21:17.600><c> and</c><00:21:17.840><c> we</c><00:21:18.000><c> are</c>

00:21:18.149 --> 00:21:18.159 align:start position:0%
the base we started from and we are
 

00:21:18.159 --> 00:21:19.830 align:start position:0%
the base we started from and we are
following<00:21:18.400><c> the</c><00:21:18.559><c> license</c><00:21:19.039><c> through</c><00:21:19.360><c> inference</c>

00:21:19.830 --> 00:21:19.840 align:start position:0%
following the license through inference
 

00:21:19.840 --> 00:21:21.990 align:start position:0%
following the license through inference
partner<00:21:20.159><c> terms.</c><00:21:20.640><c> In</c><00:21:20.799><c> this</c><00:21:20.960><c> case,</c><00:21:21.280><c> fireworks.</c>

00:21:21.990 --> 00:21:22.000 align:start position:0%
partner terms. In this case, fireworks.
 

00:21:22.000 --> 00:21:23.350 align:start position:0%
partner terms. In this case, fireworks.
If<00:21:22.159><c> you're</c><00:21:22.240><c> not</c><00:21:22.400><c> familiar</c><00:21:22.559><c> with</c><00:21:22.720><c> Fireworks,</c>

00:21:23.350 --> 00:21:23.360 align:start position:0%
If you're not familiar with Fireworks,
 

00:21:23.360 --> 00:21:25.510 align:start position:0%
If you're not familiar with Fireworks,
they're<00:21:23.600><c> a</c><00:21:23.840><c> compute</c><00:21:24.240><c> platform</c><00:21:24.880><c> for</c><00:21:25.120><c> hosting</c>

00:21:25.510 --> 00:21:25.520 align:start position:0%
they're a compute platform for hosting
 

00:21:25.520 --> 00:21:27.750 align:start position:0%
they're a compute platform for hosting
openweight<00:21:26.159><c> models</c><00:21:26.559><c> and</c><00:21:26.880><c> using</c><00:21:27.120><c> them</c><00:21:27.360><c> to</c><00:21:27.520><c> do</c>

00:21:27.750 --> 00:21:27.760 align:start position:0%
openweight models and using them to do
 

00:21:27.760 --> 00:21:29.510 align:start position:0%
openweight models and using them to do
fast<00:21:28.080><c> inference.</c><00:21:28.559><c> They</c><00:21:28.720><c> also</c><00:21:28.880><c> provide</c><00:21:29.120><c> info</c>

00:21:29.510 --> 00:21:29.520 align:start position:0%
fast inference. They also provide info
 

00:21:29.520 --> 00:21:30.950 align:start position:0%
fast inference. They also provide info
for<00:21:29.600><c> people</c><00:21:29.760><c> who</c><00:21:29.919><c> want</c><00:21:30.000><c> to</c><00:21:30.080><c> do</c><00:21:30.240><c> their</c><00:21:30.400><c> own</c><00:21:30.559><c> post</c>

00:21:30.950 --> 00:21:30.960 align:start position:0%
for people who want to do their own post
 

00:21:30.960 --> 00:21:32.470 align:start position:0%
for people who want to do their own post
training,<00:21:31.200><c> which</c><00:21:31.520><c> seems</c><00:21:31.760><c> to</c><00:21:31.840><c> be</c><00:21:32.000><c> where</c><00:21:32.240><c> a</c><00:21:32.400><c> lot</c>

00:21:32.470 --> 00:21:32.480 align:start position:0%
training, which seems to be where a lot
 

00:21:32.480 --> 00:21:34.470 align:start position:0%
training, which seems to be where a lot
of<00:21:32.559><c> the</c><00:21:32.720><c> inference</c><00:21:33.120><c> that</c><00:21:33.600><c> cursor</c><00:21:34.000><c> was</c><00:21:34.159><c> running</c>

00:21:34.470 --> 00:21:34.480 align:start position:0%
of the inference that cursor was running
 

00:21:34.480 --> 00:21:36.549 align:start position:0%
of the inference that cursor was running
was<00:21:34.799><c> run.</c><00:21:35.280><c> And</c><00:21:35.520><c> because</c><00:21:35.840><c> people</c><00:21:36.159><c> were</c><00:21:36.320><c> still</c>

00:21:36.549 --> 00:21:36.559 align:start position:0%
was run. And because people were still
 

00:21:36.559 --> 00:21:39.110 align:start position:0%
was run. And because people were still
speculating<00:21:37.200><c> about</c><00:21:37.520><c> this,</c><00:21:38.159><c> eventually</c><00:21:38.640><c> Kimmy</c>

00:21:39.110 --> 00:21:39.120 align:start position:0%
speculating about this, eventually Kimmy
 

00:21:39.120 --> 00:21:41.270 align:start position:0%
speculating about this, eventually Kimmy
came<00:21:39.280><c> out</c><00:21:39.520><c> and</c><00:21:39.919><c> said</c><00:21:40.320><c> what</c><00:21:40.720><c> effectively</c>

00:21:41.270 --> 00:21:41.280 align:start position:0%
came out and said what effectively
 

00:21:41.280 --> 00:21:43.110 align:start position:0%
came out and said what effectively
Cursor<00:21:41.760><c> was</c><00:21:41.919><c> saying</c><00:21:42.080><c> as</c><00:21:42.240><c> well.</c><00:21:42.559><c> Congrats</c><00:21:42.960><c> to</c>

00:21:43.110 --> 00:21:43.120 align:start position:0%
Cursor was saying as well. Congrats to
 

00:21:43.120 --> 00:21:45.029 align:start position:0%
Cursor was saying as well. Congrats to
the<00:21:43.200><c> Cursor</c><00:21:43.600><c> AI</c><00:21:44.000><c> team</c><00:21:44.159><c> on</c><00:21:44.400><c> the</c><00:21:44.559><c> launch</c><00:21:44.799><c> of</c>

00:21:45.029 --> 00:21:45.039 align:start position:0%
the Cursor AI team on the launch of
 

00:21:45.039 --> 00:21:47.430 align:start position:0%
the Cursor AI team on the launch of
Composer<00:21:45.679><c> 2.</c><00:21:46.080><c> We</c><00:21:46.320><c> are</c><00:21:46.480><c> proud</c><00:21:46.640><c> to</c><00:21:46.799><c> see</c><00:21:47.039><c> Kimmy</c>

00:21:47.430 --> 00:21:47.440 align:start position:0%
Composer 2. We are proud to see Kimmy
 

00:21:47.440 --> 00:21:49.669 align:start position:0%
Composer 2. We are proud to see Kimmy
K25<00:21:48.159><c> provide</c><00:21:48.480><c> the</c><00:21:48.720><c> foundation.</c><00:21:49.280><c> Seeing</c><00:21:49.520><c> our</c>

00:21:49.669 --> 00:21:49.679 align:start position:0%
K25 provide the foundation. Seeing our
 

00:21:49.679 --> 00:21:50.789 align:start position:0%
K25 provide the foundation. Seeing our
model<00:21:49.840><c> integrated</c><00:21:50.240><c> effectively</c><00:21:50.640><c> through</c>

00:21:50.789 --> 00:21:50.799 align:start position:0%
model integrated effectively through
 

00:21:50.799 --> 00:21:52.549 align:start position:0%
model integrated effectively through
Cursor's<00:21:51.360><c> continued</c><00:21:51.679><c> pre-training</c><00:21:52.320><c> and</c>

00:21:52.549 --> 00:21:52.559 align:start position:0%
Cursor's continued pre-training and
 

00:21:52.559 --> 00:21:54.870 align:start position:0%
Cursor's continued pre-training and
highMP<00:21:53.200><c> RL</c><00:21:53.520><c> training</c><00:21:53.919><c> is</c><00:21:54.159><c> the</c><00:21:54.320><c> open</c><00:21:54.640><c> model</c>

00:21:54.870 --> 00:21:54.880 align:start position:0%
highMP RL training is the open model
 

00:21:54.880 --> 00:21:57.110 align:start position:0%
highMP RL training is the open model
ecosystem<00:21:55.440><c> we</c><00:21:55.679><c> love</c><00:21:55.840><c> to</c><00:21:56.080><c> support.</c><00:21:56.720><c> Note</c>

00:21:57.110 --> 00:21:57.120 align:start position:0%
ecosystem we love to support. Note
 

00:21:57.120 --> 00:21:59.430 align:start position:0%
ecosystem we love to support. Note
Cursor<00:21:57.600><c> accessed</c><00:21:58.000><c> Kimkate</c><00:21:58.559><c> 2.5</c><00:21:59.120><c> via</c>

00:21:59.430 --> 00:21:59.440 align:start position:0%
Cursor accessed Kimkate 2.5 via
 

00:21:59.440 --> 00:22:02.230 align:start position:0%
Cursor accessed Kimkate 2.5 via
Fireworks<00:22:00.000><c> AI's</c><00:22:00.720><c> hosted</c><00:22:01.280><c> RL</c><00:22:01.679><c> and</c><00:22:01.840><c> inference</c>

00:22:02.230 --> 00:22:02.240 align:start position:0%
Fireworks AI's hosted RL and inference
 

00:22:02.240 --> 00:22:04.470 align:start position:0%
Fireworks AI's hosted RL and inference
platforms<00:22:02.960><c> as</c><00:22:03.280><c> part</c><00:22:03.440><c> of</c><00:22:03.520><c> an</c><00:22:03.760><c> authorized</c>

00:22:04.470 --> 00:22:04.480 align:start position:0%
platforms as part of an authorized
 

00:22:04.480 --> 00:22:06.630 align:start position:0%
platforms as part of an authorized
commercial<00:22:05.039><c> product</c><00:22:05.520><c> in</c><00:22:05.840><c> partnership.</c><00:22:06.480><c> This</c>

00:22:06.630 --> 00:22:06.640 align:start position:0%
commercial product in partnership. This
 

00:22:06.640 --> 00:22:09.029 align:start position:0%
commercial product in partnership. This
is<00:22:06.720><c> the</c><00:22:06.960><c> important</c><00:22:07.280><c> piece.</c><00:22:07.840><c> Since</c><00:22:08.320><c> Cursor</c><00:22:08.799><c> is</c>

00:22:09.029 --> 00:22:09.039 align:start position:0%
is the important piece. Since Cursor is
 

00:22:09.039 --> 00:22:11.590 align:start position:0%
is the important piece. Since Cursor is
going<00:22:09.280><c> through</c><00:22:09.679><c> Fireworks</c><00:22:10.480><c> and</c><00:22:10.799><c> Fireworks</c><00:22:11.360><c> is</c>

00:22:11.590 --> 00:22:11.600 align:start position:0%
going through Fireworks and Fireworks is
 

00:22:11.600 --> 00:22:13.750 align:start position:0%
going through Fireworks and Fireworks is
disclosing<00:22:12.159><c> properly</c><00:22:12.880><c> to</c><00:22:13.120><c> Cursor</c><00:22:13.600><c> that</c>

00:22:13.750 --> 00:22:13.760 align:start position:0%
disclosing properly to Cursor that
 

00:22:13.760 --> 00:22:16.470 align:start position:0%
disclosing properly to Cursor that
they're<00:22:13.919><c> using</c><00:22:14.080><c> Kimk</c><00:22:14.640><c> 2.5.</c><00:22:15.520><c> this</c><00:22:15.840><c> is</c><00:22:16.080><c> how</c><00:22:16.240><c> they</c>

00:22:16.470 --> 00:22:16.480 align:start position:0%
they're using Kimk 2.5. this is how they
 

00:22:16.480 --> 00:22:18.549 align:start position:0%
they're using Kimk 2.5. this is how they
get<00:22:16.640><c> around</c><00:22:17.039><c> that</c><00:22:17.280><c> license.</c><00:22:18.000><c> I</c><00:22:18.159><c> knew</c><00:22:18.320><c> this</c>

00:22:18.549 --> 00:22:18.559 align:start position:0%
get around that license. I knew this
 

00:22:18.559 --> 00:22:20.390 align:start position:0%
get around that license. I knew this
would<00:22:18.720><c> be</c><00:22:18.880><c> a</c><00:22:19.039><c> thing.</c><00:22:19.360><c> In</c><00:22:19.440><c> fact,</c><00:22:19.600><c> I</c><00:22:19.840><c> speculated</c>

00:22:20.390 --> 00:22:20.400 align:start position:0%
would be a thing. In fact, I speculated
 

00:22:20.400 --> 00:22:22.390 align:start position:0%
would be a thing. In fact, I speculated
as<00:22:20.559><c> much</c><00:22:20.799><c> in</c><00:22:21.120><c> the</c><00:22:21.280><c> past</c><00:22:21.600><c> that</c><00:22:21.840><c> this</c><00:22:22.080><c> type</c><00:22:22.240><c> of</c>

00:22:22.390 --> 00:22:22.400 align:start position:0%
as much in the past that this type of
 

00:22:22.400 --> 00:22:24.310 align:start position:0%
as much in the past that this type of
thing<00:22:22.640><c> would</c><00:22:22.880><c> allow</c><00:22:23.120><c> for</c><00:22:23.280><c> people</c><00:22:23.520><c> to</c><00:22:23.919><c> hide</c>

00:22:24.310 --> 00:22:24.320 align:start position:0%
thing would allow for people to hide
 

00:22:24.320 --> 00:22:25.990 align:start position:0%
thing would allow for people to hide
what<00:22:24.559><c> model</c><00:22:24.880><c> they're</c><00:22:25.120><c> using,</c><00:22:25.520><c> even</c><00:22:25.679><c> if</c><00:22:25.840><c> it's</c>

00:22:25.990 --> 00:22:26.000 align:start position:0%
what model they're using, even if it's
 

00:22:26.000 --> 00:22:27.990 align:start position:0%
what model they're using, even if it's
not<00:22:26.159><c> within</c><00:22:26.400><c> the</c><00:22:26.559><c> spirit</c><00:22:26.799><c> of</c><00:22:26.960><c> the</c><00:22:27.120><c> license.</c><00:22:27.760><c> I</c>

00:22:27.990 --> 00:22:28.000 align:start position:0%
not within the spirit of the license. I
 

00:22:28.000 --> 00:22:30.149 align:start position:0%
not within the spirit of the license. I
think<00:22:28.080><c> it's</c><00:22:28.400><c> important</c><00:22:28.720><c> for</c><00:22:29.039><c> businesses</c><00:22:29.760><c> to</c>

00:22:30.149 --> 00:22:30.159 align:start position:0%
think it's important for businesses to
 

00:22:30.159 --> 00:22:32.710 align:start position:0%
think it's important for businesses to
honor<00:22:30.559><c> the</c><00:22:30.880><c> spirit</c><00:22:31.200><c> of</c><00:22:31.360><c> these</c><00:22:31.679><c> licenses</c><00:22:32.400><c> in</c>

00:22:32.710 --> 00:22:32.720 align:start position:0%
honor the spirit of these licenses in
 

00:22:32.720 --> 00:22:35.430 align:start position:0%
honor the spirit of these licenses in
general.<00:22:33.360><c> We're</c><00:22:33.679><c> still</c><00:22:33.919><c> so</c><00:22:34.320><c> early</c><00:22:34.799><c> in</c><00:22:35.120><c> all</c><00:22:35.360><c> of</c>

00:22:35.430 --> 00:22:35.440 align:start position:0%
general. We're still so early in all of
 

00:22:35.440 --> 00:22:37.510 align:start position:0%
general. We're still so early in all of
this.<00:22:35.840><c> Nobody</c><00:22:36.240><c> knows</c><00:22:36.480><c> what</c><00:22:36.640><c> we</c><00:22:36.880><c> can</c><00:22:37.039><c> and</c><00:22:37.280><c> can't</c>

00:22:37.510 --> 00:22:37.520 align:start position:0%
this. Nobody knows what we can and can't
 

00:22:37.520 --> 00:22:39.990 align:start position:0%
this. Nobody knows what we can and can't
do<00:22:38.240><c> like</c><00:22:38.559><c> technically</c><00:22:39.039><c> speaking,</c><00:22:39.440><c> much</c><00:22:39.679><c> less</c>

00:22:39.990 --> 00:22:40.000 align:start position:0%
do like technically speaking, much less
 

00:22:40.000 --> 00:22:42.230 align:start position:0%
do like technically speaking, much less
legally<00:22:40.480><c> speaking,</c><00:22:41.120><c> across</c><00:22:41.600><c> all</c><00:22:41.840><c> of</c><00:22:42.000><c> these</c>

00:22:42.230 --> 00:22:42.240 align:start position:0%
legally speaking, across all of these
 

00:22:42.240 --> 00:22:44.070 align:start position:0%
legally speaking, across all of these
things.<00:22:42.799><c> This</c><00:22:43.039><c> is</c><00:22:43.120><c> the</c><00:22:43.360><c> first</c><00:22:43.520><c> time</c><00:22:43.600><c> I've</c><00:22:43.919><c> seen</c>

00:22:44.070 --> 00:22:44.080 align:start position:0%
things. This is the first time I've seen
 

00:22:44.080 --> 00:22:46.549 align:start position:0%
things. This is the first time I've seen
someone<00:22:44.480><c> try</c><00:22:44.720><c> and</c><00:22:45.039><c> more</c><00:22:45.280><c> importantly</c><00:22:45.760><c> succeed</c>

00:22:46.549 --> 00:22:46.559 align:start position:0%
someone try and more importantly succeed
 

00:22:46.559 --> 00:22:49.190 align:start position:0%
someone try and more importantly succeed
in<00:22:47.120><c> skirting</c><00:22:47.520><c> the</c><00:22:47.760><c> license.</c><00:22:48.480><c> How</c><00:22:48.720><c> big</c><00:22:48.880><c> of</c><00:22:49.039><c> a</c>

00:22:49.190 --> 00:22:49.200 align:start position:0%
in skirting the license. How big of a
 

00:22:49.200 --> 00:22:51.430 align:start position:0%
in skirting the license. How big of a
deal<00:22:49.360><c> is</c><00:22:49.600><c> this</c><00:22:49.919><c> is</c><00:22:50.320><c> up</c><00:22:50.559><c> for</c><00:22:50.880><c> debate.</c>

00:22:51.430 --> 00:22:51.440 align:start position:0%
deal is this is up for debate.
 

00:22:51.440 --> 00:22:53.110 align:start position:0%
deal is this is up for debate.
Personally,<00:22:52.080><c> I</c><00:22:52.320><c> would</c><00:22:52.400><c> have</c><00:22:52.559><c> liked</c><00:22:52.799><c> at</c><00:22:52.960><c> the</c>

00:22:53.110 --> 00:22:53.120 align:start position:0%
Personally, I would have liked at the
 

00:22:53.120 --> 00:22:55.190 align:start position:0%
Personally, I would have liked at the
very<00:22:53.360><c> least</c><00:22:53.679><c> for</c><00:22:53.919><c> the</c><00:22:54.159><c> cursor</c><00:22:54.640><c> team</c><00:22:54.799><c> to</c><00:22:55.039><c> have</c>

00:22:55.190 --> 00:22:55.200 align:start position:0%
very least for the cursor team to have
 

00:22:55.200 --> 00:22:56.950 align:start position:0%
very least for the cursor team to have
come<00:22:55.280><c> out</c><00:22:55.440><c> and</c><00:22:55.679><c> said</c><00:22:55.840><c> that</c><00:22:56.080><c> their</c><00:22:56.320><c> new</c><00:22:56.480><c> model</c>

00:22:56.950 --> 00:22:56.960 align:start position:0%
come out and said that their new model
 

00:22:56.960 --> 00:22:59.909 align:start position:0%
come out and said that their new model
is<00:22:57.360><c> a</c><00:22:57.600><c> post-trained</c><00:22:58.559><c> refined</c><00:22:59.520><c> different</c>

00:22:59.909 --> 00:22:59.919 align:start position:0%
is a post-trained refined different
 

00:22:59.919 --> 00:23:02.870 align:start position:0%
is a post-trained refined different
version<00:23:00.559><c> of</c><00:23:00.799><c> Kim</c><00:23:01.200><c> K</c><00:23:01.360><c> 2.5</c><00:23:02.080><c> and</c><00:23:02.320><c> try</c><00:23:02.400><c> to</c><00:23:02.559><c> take</c><00:23:02.720><c> the</c>

00:23:02.870 --> 00:23:02.880 align:start position:0%
version of Kim K 2.5 and try to take the
 

00:23:02.880 --> 00:23:05.029 align:start position:0%
version of Kim K 2.5 and try to take the
opportunity<00:23:03.200><c> to</c><00:23:03.520><c> educate</c><00:23:04.000><c> us</c><00:23:04.480><c> because</c><00:23:04.720><c> people</c>

00:23:05.029 --> 00:23:05.039 align:start position:0%
opportunity to educate us because people
 

00:23:05.039 --> 00:23:07.029 align:start position:0%
opportunity to educate us because people
seem<00:23:05.280><c> to</c><00:23:05.360><c> think</c><00:23:05.679><c> that</c><00:23:06.000><c> this</c><00:23:06.159><c> is</c><00:23:06.400><c> them</c><00:23:06.640><c> just</c>

00:23:07.029 --> 00:23:07.039 align:start position:0%
seem to think that this is them just
 

00:23:07.039 --> 00:23:08.789 align:start position:0%
seem to think that this is them just
stealing<00:23:07.360><c> the</c><00:23:07.520><c> model</c><00:23:07.760><c> and</c><00:23:08.000><c> rebranding</c><00:23:08.480><c> it</c><00:23:08.559><c> as</c>

00:23:08.789 --> 00:23:08.799 align:start position:0%
stealing the model and rebranding it as
 

00:23:08.799 --> 00:23:10.630 align:start position:0%
stealing the model and rebranding it as
theirs<00:23:09.039><c> and</c><00:23:09.280><c> not</c><00:23:09.440><c> changing</c><00:23:09.760><c> much</c><00:23:10.000><c> about</c><00:23:10.240><c> it.</c>

00:23:10.630 --> 00:23:10.640 align:start position:0%
theirs and not changing much about it.
 

00:23:10.640 --> 00:23:12.310 align:start position:0%
theirs and not changing much about it.
It's<00:23:10.880><c> not</c><00:23:11.039><c> that.</c><00:23:11.360><c> This</c><00:23:11.520><c> is</c><00:23:11.679><c> them</c><00:23:11.840><c> working</c><00:23:12.080><c> very</c>

00:23:12.310 --> 00:23:12.320 align:start position:0%
It's not that. This is them working very
 

00:23:12.320 --> 00:23:13.990 align:start position:0%
It's not that. This is them working very
hard<00:23:12.400><c> to</c><00:23:12.640><c> make</c><00:23:12.799><c> the</c><00:23:12.960><c> best</c><00:23:13.120><c> possible</c><00:23:13.520><c> thing</c><00:23:13.760><c> in</c>

00:23:13.990 --> 00:23:14.000 align:start position:0%
hard to make the best possible thing in
 

00:23:14.000 --> 00:23:15.830 align:start position:0%
hard to make the best possible thing in
their<00:23:14.159><c> tools</c><00:23:14.720><c> using</c><00:23:15.039><c> an</c><00:23:15.200><c> insane</c><00:23:15.600><c> amount</c><00:23:15.760><c> of</c>

00:23:15.830 --> 00:23:15.840 align:start position:0%
their tools using an insane amount of
 

00:23:15.840 --> 00:23:17.830 align:start position:0%
their tools using an insane amount of
compute<00:23:16.159><c> and</c><00:23:16.400><c> research</c><00:23:16.799><c> and</c><00:23:16.960><c> time</c><00:23:17.440><c> and</c><00:23:17.679><c> then</c>

00:23:17.830 --> 00:23:17.840 align:start position:0%
compute and research and time and then
 

00:23:17.840 --> 00:23:19.750 align:start position:0%
compute and research and time and then
not<00:23:18.080><c> properly</c><00:23:18.559><c> disclosing</c><00:23:19.360><c> what</c><00:23:19.600><c> the</c>

00:23:19.750 --> 00:23:19.760 align:start position:0%
not properly disclosing what the
 

00:23:19.760 --> 00:23:22.710 align:start position:0%
not properly disclosing what the
starting<00:23:20.080><c> point</c><00:23:20.400><c> was.</c><00:23:21.200><c> I</c><00:23:21.520><c> don't</c><00:23:21.679><c> like</c><00:23:21.919><c> that.</c><00:23:22.480><c> I</c>

00:23:22.710 --> 00:23:22.720 align:start position:0%
starting point was. I don't like that. I
 

00:23:22.720 --> 00:23:24.549 align:start position:0%
starting point was. I don't like that. I
think<00:23:22.880><c> this</c><00:23:23.039><c> isn't</c><00:23:23.360><c> within</c><00:23:23.679><c> the</c><00:23:23.840><c> spirit</c><00:23:24.240><c> of</c>

00:23:24.549 --> 00:23:24.559 align:start position:0%
think this isn't within the spirit of
 

00:23:24.559 --> 00:23:26.470 align:start position:0%
think this isn't within the spirit of
openw<00:23:24.960><c> weight</c><00:23:25.200><c> models.</c><00:23:25.679><c> And</c><00:23:25.840><c> obviously</c><00:23:26.240><c> open</c>

00:23:26.470 --> 00:23:26.480 align:start position:0%
openw weight models. And obviously open
 

00:23:26.480 --> 00:23:27.990 align:start position:0%
openw weight models. And obviously open
weight<00:23:26.720><c> does</c><00:23:26.880><c> not</c><00:23:27.039><c> mean</c><00:23:27.200><c> open</c><00:23:27.440><c> source.</c><00:23:27.840><c> You</c>

00:23:27.990 --> 00:23:28.000 align:start position:0%
weight does not mean open source. You
 

00:23:28.000 --> 00:23:29.669 align:start position:0%
weight does not mean open source. You
don't<00:23:28.159><c> have</c><00:23:28.320><c> all</c><00:23:28.559><c> of</c><00:23:28.640><c> the</c><00:23:28.799><c> things</c><00:23:28.960><c> you</c><00:23:29.200><c> need</c><00:23:29.440><c> to</c>

00:23:29.669 --> 00:23:29.679 align:start position:0%
don't have all of the things you need to
 

00:23:29.679 --> 00:23:31.190 align:start position:0%
don't have all of the things you need to
recreate<00:23:30.080><c> the</c><00:23:30.240><c> model</c><00:23:30.480><c> from</c><00:23:30.640><c> scratch</c><00:23:30.880><c> yourself</c>

00:23:31.190 --> 00:23:31.200 align:start position:0%
recreate the model from scratch yourself
 

00:23:31.200 --> 00:23:32.950 align:start position:0%
recreate the model from scratch yourself
just<00:23:31.360><c> cuz</c><00:23:31.520><c> it's</c><00:23:31.679><c> open</c><00:23:31.919><c> weight.</c><00:23:32.480><c> But</c><00:23:32.720><c> open</c>

00:23:32.950 --> 00:23:32.960 align:start position:0%
just cuz it's open weight. But open
 

00:23:32.960 --> 00:23:34.310 align:start position:0%
just cuz it's open weight. But open
weight<00:23:33.200><c> is</c><00:23:33.360><c> open</c><00:23:33.600><c> weight.</c><00:23:33.840><c> It</c><00:23:34.000><c> means</c><00:23:34.159><c> the</c>

00:23:34.310 --> 00:23:34.320 align:start position:0%
weight is open weight. It means the
 

00:23:34.320 --> 00:23:35.510 align:start position:0%
weight is open weight. It means the
starting<00:23:34.559><c> point</c><00:23:34.720><c> is</c><00:23:34.880><c> out</c><00:23:35.039><c> there</c><00:23:35.120><c> for</c><00:23:35.280><c> people</c>

00:23:35.510 --> 00:23:35.520 align:start position:0%
starting point is out there for people
 

00:23:35.520 --> 00:23:37.590 align:start position:0%
starting point is out there for people
to<00:23:35.679><c> do</c><00:23:35.840><c> things</c><00:23:36.080><c> with.</c><00:23:36.559><c> And</c><00:23:36.799><c> the</c><00:23:37.120><c> whole</c><00:23:37.360><c> point</c>

00:23:37.590 --> 00:23:37.600 align:start position:0%
to do things with. And the whole point
 

00:23:37.600 --> 00:23:39.750 align:start position:0%
to do things with. And the whole point
of<00:23:37.919><c> doing</c><00:23:38.159><c> that</c><00:23:38.320><c> is</c><00:23:38.559><c> so</c><00:23:38.720><c> we</c><00:23:38.880><c> can</c><00:23:39.039><c> build</c><00:23:39.280><c> on</c><00:23:39.600><c> top</c>

00:23:39.750 --> 00:23:39.760 align:start position:0%
of doing that is so we can build on top
 

00:23:39.760 --> 00:23:42.470 align:start position:0%
of doing that is so we can build on top
of<00:23:39.840><c> it</c><00:23:40.240><c> and</c><00:23:40.559><c> do</c><00:23:40.720><c> cool</c><00:23:41.039><c> things</c><00:23:41.360><c> with</c><00:23:41.760><c> what</c><00:23:42.000><c> we</c>

00:23:42.470 --> 00:23:42.480 align:start position:0%
of it and do cool things with what we
 

00:23:42.480 --> 00:23:44.390 align:start position:0%
of it and do cool things with what we
have.<00:23:43.039><c> The</c><00:23:43.200><c> weird</c><00:23:43.600><c> part</c><00:23:43.760><c> here</c><00:23:44.000><c> is</c><00:23:44.159><c> that</c>

00:23:44.390 --> 00:23:44.400 align:start position:0%
have. The weird part here is that
 

00:23:44.400 --> 00:23:45.909 align:start position:0%
have. The weird part here is that
traditionally<00:23:44.880><c> with</c><00:23:45.120><c> open</c><00:23:45.360><c> source,</c><00:23:45.679><c> we</c>

00:23:45.909 --> 00:23:45.919 align:start position:0%
traditionally with open source, we
 

00:23:45.919 --> 00:23:47.750 align:start position:0%
traditionally with open source, we
expect<00:23:46.159><c> that</c><00:23:46.320><c> to</c><00:23:46.480><c> be</c><00:23:46.799><c> independent</c><00:23:47.360><c> groups,</c>

00:23:47.750 --> 00:23:47.760 align:start position:0%
expect that to be independent groups,
 

00:23:47.760 --> 00:23:49.590 align:start position:0%
expect that to be independent groups,
side<00:23:48.080><c> projects,</c><00:23:48.640><c> hobbyists,</c><00:23:49.280><c> and</c><00:23:49.440><c> people</c>

00:23:49.590 --> 00:23:49.600 align:start position:0%
side projects, hobbyists, and people
 

00:23:49.600 --> 00:23:51.510 align:start position:0%
side projects, hobbyists, and people
like<00:23:49.840><c> that</c><00:23:50.240><c> building</c><00:23:50.559><c> on</c><00:23:50.799><c> top.</c><00:23:51.120><c> But</c><00:23:51.280><c> all</c><00:23:51.360><c> you</c>

00:23:51.510 --> 00:23:51.520 align:start position:0%
like that building on top. But all you
 

00:23:51.520 --> 00:23:52.950 align:start position:0%
like that building on top. But all you
can<00:23:51.600><c> really</c><00:23:51.760><c> do</c><00:23:51.840><c> with</c><00:23:52.000><c> an</c><00:23:52.159><c> openweight</c><00:23:52.720><c> model</c>

00:23:52.950 --> 00:23:52.960 align:start position:0%
can really do with an openweight model
 

00:23:52.960 --> 00:23:55.430 align:start position:0%
can really do with an openweight model
is<00:23:53.360><c> run</c><00:23:53.520><c> it</c><00:23:53.679><c> on</c><00:23:53.840><c> your</c><00:23:53.919><c> own</c><00:23:54.080><c> GPUs</c><00:23:54.880><c> unless</c><00:23:55.200><c> you</c>

00:23:55.430 --> 00:23:55.440 align:start position:0%
is run it on your own GPUs unless you
 

00:23:55.440 --> 00:23:57.430 align:start position:0%
is run it on your own GPUs unless you
have<00:23:55.840><c> hundreds</c><00:23:56.240><c> of</c><00:23:56.400><c> millions</c><00:23:56.720><c> of</c><00:23:56.880><c> dollars</c><00:23:57.200><c> to</c>

00:23:57.430 --> 00:23:57.440 align:start position:0%
have hundreds of millions of dollars to
 

00:23:57.440 --> 00:23:59.110 align:start position:0%
have hundreds of millions of dollars to
spend<00:23:57.760><c> trying</c><00:23:58.159><c> to</c><00:23:58.320><c> adjust</c><00:23:58.640><c> it</c><00:23:58.799><c> to</c><00:23:58.960><c> do</c>

00:23:59.110 --> 00:23:59.120 align:start position:0%
spend trying to adjust it to do
 

00:23:59.120 --> 00:24:00.710 align:start position:0%
spend trying to adjust it to do
different<00:23:59.440><c> things,</c><00:23:59.919><c> which</c><00:24:00.080><c> is</c><00:24:00.159><c> what</c><00:24:00.320><c> cursor</c>

00:24:00.710 --> 00:24:00.720 align:start position:0%
different things, which is what cursor
 

00:24:00.720 --> 00:24:02.549 align:start position:0%
different things, which is what cursor
can<00:24:00.880><c> do.</c><00:24:01.039><c> So,</c><00:24:01.200><c> it's</c><00:24:01.440><c> one</c><00:24:01.520><c> of</c><00:24:01.600><c> the</c><00:24:01.760><c> few</c><00:24:02.000><c> times</c><00:24:02.320><c> we</c>

00:24:02.549 --> 00:24:02.559 align:start position:0%
can do. So, it's one of the few times we
 

00:24:02.559 --> 00:24:04.950 align:start position:0%
can do. So, it's one of the few times we
have<00:24:02.799><c> actually</c><00:24:03.120><c> had</c><00:24:03.760><c> a</c><00:24:04.000><c> company</c><00:24:04.480><c> that</c><00:24:04.720><c> could</c>

00:24:04.950 --> 00:24:04.960 align:start position:0%
have actually had a company that could
 

00:24:04.960 --> 00:24:07.110 align:start position:0%
have actually had a company that could
use<00:24:05.120><c> these</c><00:24:05.360><c> models</c><00:24:05.760><c> to</c><00:24:06.000><c> do</c><00:24:06.240><c> something</c><00:24:06.720><c> bigger</c>

00:24:07.110 --> 00:24:07.120 align:start position:0%
use these models to do something bigger
 

00:24:07.120 --> 00:24:09.830 align:start position:0%
use these models to do something bigger
and<00:24:07.360><c> bolder</c><00:24:08.000><c> than</c><00:24:08.480><c> we</c><00:24:08.720><c> had</c><00:24:08.880><c> seen</c><00:24:09.120><c> before.</c><00:24:09.600><c> I</c>

00:24:09.830 --> 00:24:09.840 align:start position:0%
and bolder than we had seen before. I
 

00:24:09.840 --> 00:24:10.870 align:start position:0%
and bolder than we had seen before. I
don't<00:24:10.000><c> think</c><00:24:10.080><c> there's</c><00:24:10.320><c> been</c><00:24:10.480><c> anything</c><00:24:10.640><c> like</c>

00:24:10.870 --> 00:24:10.880 align:start position:0%
don't think there's been anything like
 

00:24:10.880 --> 00:24:12.549 align:start position:0%
don't think there's been anything like
this<00:24:11.039><c> in</c><00:24:11.279><c> the</c><00:24:11.360><c> past,</c><00:24:11.760><c> but</c><00:24:11.919><c> I</c><00:24:12.080><c> do</c><00:24:12.240><c> think</c><00:24:12.320><c> there's</c>

00:24:12.549 --> 00:24:12.559 align:start position:0%
this in the past, but I do think there's
 

00:24:12.559 --> 00:24:14.149 align:start position:0%
this in the past, but I do think there's
going<00:24:12.640><c> to</c><00:24:12.720><c> be</c><00:24:12.799><c> a</c><00:24:12.960><c> lot</c><00:24:13.039><c> more</c><00:24:13.360><c> things</c><00:24:13.520><c> like</c><00:24:13.760><c> this</c>

00:24:14.149 --> 00:24:14.159 align:start position:0%
going to be a lot more things like this
 

00:24:14.159 --> 00:24:16.070 align:start position:0%
going to be a lot more things like this
going<00:24:14.480><c> forward.</c><00:24:15.039><c> As</c><00:24:15.440><c> companies</c><00:24:15.840><c> are</c>

00:24:16.070 --> 00:24:16.080 align:start position:0%
going forward. As companies are
 

00:24:16.080 --> 00:24:17.510 align:start position:0%
going forward. As companies are
integrating<00:24:16.480><c> these</c><00:24:16.720><c> models</c><00:24:17.039><c> and</c><00:24:17.279><c> they're</c>

00:24:17.510 --> 00:24:17.520 align:start position:0%
integrating these models and they're
 

00:24:17.520 --> 00:24:19.909 align:start position:0%
integrating these models and they're
trying<00:24:17.679><c> to</c><00:24:17.919><c> get</c><00:24:18.080><c> out</c><00:24:18.320><c> of</c><00:24:18.559><c> the</c><00:24:18.960><c> absurd</c><00:24:19.520><c> pricing</c>

00:24:19.909 --> 00:24:19.919 align:start position:0%
trying to get out of the absurd pricing
 

00:24:19.919 --> 00:24:21.830 align:start position:0%
trying to get out of the absurd pricing
subsidization<00:24:20.559><c> wars</c><00:24:21.039><c> that</c><00:24:21.279><c> companies</c><00:24:21.600><c> like</c>

00:24:21.830 --> 00:24:21.840 align:start position:0%
subsidization wars that companies like
 

00:24:21.840 --> 00:24:23.830 align:start position:0%
subsidization wars that companies like
Enthropic<00:24:22.400><c> and</c><00:24:22.480><c> OpenAI</c><00:24:23.039><c> are</c><00:24:23.200><c> doing,</c><00:24:23.679><c> they</c>

00:24:23.830 --> 00:24:23.840 align:start position:0%
Enthropic and OpenAI are doing, they
 

00:24:23.840 --> 00:24:26.230 align:start position:0%
Enthropic and OpenAI are doing, they
need<00:24:24.000><c> an</c><00:24:24.240><c> edge.</c><00:24:24.720><c> Openweight</c><00:24:25.279><c> models</c><00:24:25.760><c> are</c><00:24:26.000><c> that</c>

00:24:26.230 --> 00:24:26.240 align:start position:0%
need an edge. Openweight models are that
 

00:24:26.240 --> 00:24:28.390 align:start position:0%
need an edge. Openweight models are that
edge<00:24:26.640><c> in</c><00:24:26.799><c> a</c><00:24:27.039><c> lot</c><00:24:27.120><c> of</c><00:24:27.200><c> ways</c><00:24:27.600><c> because</c><00:24:27.840><c> the</c><00:24:28.080><c> prices</c>

00:24:28.390 --> 00:24:28.400 align:start position:0%
edge in a lot of ways because the prices
 

00:24:28.400 --> 00:24:30.470 align:start position:0%
edge in a lot of ways because the prices
are<00:24:28.640><c> just</c><00:24:28.960><c> absurdly</c><00:24:29.520><c> cheaper.</c><00:24:30.000><c> As</c><00:24:30.159><c> I</c><00:24:30.320><c> had</c>

00:24:30.470 --> 00:24:30.480 align:start position:0%
are just absurdly cheaper. As I had
 

00:24:30.480 --> 00:24:33.029 align:start position:0%
are just absurdly cheaper. As I had
mentioned<00:24:30.799><c> before,</c><00:24:31.440><c> Opus'</c><00:24:32.000><c> pricing</c><00:24:32.400><c> is</c>

00:24:33.029 --> 00:24:33.039 align:start position:0%
mentioned before, Opus' pricing is
 

00:24:33.039 --> 00:24:35.269 align:start position:0%
mentioned before, Opus' pricing is
expensive.<00:24:33.679><c> We're</c><00:24:33.919><c> talking</c><00:24:34.320><c> $5</c><00:24:34.799><c> per</c><00:24:35.039><c> million</c>

00:24:35.269 --> 00:24:35.279 align:start position:0%
expensive. We're talking $5 per million
 

00:24:35.279 --> 00:24:37.750 align:start position:0%
expensive. We're talking $5 per million
tokens<00:24:35.600><c> in</c><00:24:35.760><c> and</c><00:24:36.080><c> $25</c><00:24:36.720><c> per</c><00:24:36.960><c> million</c><00:24:37.279><c> out.</c><00:24:37.600><c> If</c>

00:24:37.750 --> 00:24:37.760 align:start position:0%
tokens in and $25 per million out. If
 

00:24:37.760 --> 00:24:40.549 align:start position:0%
tokens in and $25 per million out. If
you<00:24:37.919><c> look</c><00:24:38.000><c> at</c><00:24:38.159><c> Kimmy</c><00:24:38.559><c> K2.5,</c><00:24:39.600><c> it's</c><00:24:39.919><c> closer</c><00:24:40.159><c> to</c>

00:24:40.549 --> 00:24:40.559 align:start position:0%
you look at Kimmy K2.5, it's closer to
 

00:24:40.559 --> 00:24:42.630 align:start position:0%
you look at Kimmy K2.5, it's closer to
45<00:24:40.960><c> cents</c><00:24:41.200><c> per</c><00:24:41.360><c> mill</c><00:24:41.520><c> in</c><00:24:41.679><c> and</c><00:24:41.840><c> 220</c><00:24:42.240><c> per</c><00:24:42.480><c> mill</c>

00:24:42.630 --> 00:24:42.640 align:start position:0%
45 cents per mill in and 220 per mill
 

00:24:42.640 --> 00:24:44.390 align:start position:0%
45 cents per mill in and 220 per mill
out.<00:24:42.960><c> So,</c><00:24:43.120><c> cursors</c><00:24:43.600><c> charging</c><00:24:43.919><c> a</c><00:24:44.159><c> little</c><00:24:44.240><c> bit</c>

00:24:44.390 --> 00:24:44.400 align:start position:0%
out. So, cursors charging a little bit
 

00:24:44.400 --> 00:24:46.149 align:start position:0%
out. So, cursors charging a little bit
more<00:24:44.559><c> than</c><00:24:44.640><c> that,</c><00:24:44.880><c> but</c><00:24:45.200><c> not</c><00:24:45.360><c> much.</c><00:24:45.840><c> Or</c><00:24:46.080><c> you</c>

00:24:46.149 --> 00:24:46.159 align:start position:0%
more than that, but not much. Or you
 

00:24:46.159 --> 00:24:49.110 align:start position:0%
more than that, but not much. Or you
look<00:24:46.240><c> at</c><00:24:46.480><c> models</c><00:24:46.720><c> like</c><00:24:46.960><c> GLM5,</c><00:24:48.240><c> 72</c><00:24:48.720><c> cents</c><00:24:48.960><c> per</c>

00:24:49.110 --> 00:24:49.120 align:start position:0%
look at models like GLM5, 72 cents per
 

00:24:49.120 --> 00:24:51.510 align:start position:0%
look at models like GLM5, 72 cents per
mill<00:24:49.279><c> in</c><00:24:49.440><c> and</c><00:24:49.679><c> 230</c><00:24:50.080><c> per</c><00:24:50.320><c> mill</c><00:24:50.559><c> out.</c><00:24:50.880><c> Huge</c><00:24:51.200><c> gap.</c>

00:24:51.510 --> 00:24:51.520 align:start position:0%
mill in and 230 per mill out. Huge gap.
 

00:24:51.520 --> 00:24:53.590 align:start position:0%
mill in and 230 per mill out. Huge gap.
These<00:24:51.760><c> are</c><00:24:52.000><c> 10x</c><00:24:52.480><c> or</c><00:24:52.720><c> more</c><00:24:52.960><c> cheaper.</c><00:24:53.520><c> And</c>

00:24:53.590 --> 00:24:53.600 align:start position:0%
These are 10x or more cheaper. And
 

00:24:53.600 --> 00:24:56.230 align:start position:0%
These are 10x or more cheaper. And
they're<00:24:53.840><c> not</c><00:24:54.000><c> 10x</c><00:24:54.480><c> dumber.</c><00:24:55.039><c> They're</c><00:24:55.279><c> like</c><00:24:55.679><c> 20%</c>

00:24:56.230 --> 00:24:56.240 align:start position:0%
they're not 10x dumber. They're like 20%
 

00:24:56.240 --> 00:24:59.190 align:start position:0%
they're not 10x dumber. They're like 20%
dumber<00:24:56.720><c> for</c><00:24:57.039><c> 20x</c><00:24:57.760><c> cheaper.</c><00:24:58.480><c> That's</c><00:24:58.720><c> insane.</c>

00:24:59.190 --> 00:24:59.200 align:start position:0%
dumber for 20x cheaper. That's insane.
 

00:24:59.200 --> 00:25:01.430 align:start position:0%
dumber for 20x cheaper. That's insane.
So<00:24:59.440><c> if</c><00:24:59.600><c> you're</c><00:24:59.760><c> trying</c><00:25:00.000><c> to</c><00:25:00.159><c> deal</c><00:25:00.320><c> with</c><00:25:00.480><c> the</c><00:25:00.799><c> 25x</c>

00:25:01.430 --> 00:25:01.440 align:start position:0%
So if you're trying to deal with the 25x
 

00:25:01.440 --> 00:25:03.350 align:start position:0%
So if you're trying to deal with the 25x
subsidization<00:25:02.240><c> that</c><00:25:02.480><c> is</c><00:25:02.720><c> being</c><00:25:02.880><c> done</c><00:25:03.120><c> by</c>

00:25:03.350 --> 00:25:03.360 align:start position:0%
subsidization that is being done by
 

00:25:03.360 --> 00:25:05.269 align:start position:0%
subsidization that is being done by
companies<00:25:03.679><c> like</c><00:25:04.000><c> Anthropic</c><00:25:04.720><c> where</c><00:25:04.880><c> you</c><00:25:05.039><c> spend</c>

00:25:05.269 --> 00:25:05.279 align:start position:0%
companies like Anthropic where you spend
 

00:25:05.279 --> 00:25:07.909 align:start position:0%
companies like Anthropic where you spend
200<00:25:05.600><c> and</c><00:25:05.760><c> get</c><00:25:06.000><c> 5</c><00:25:06.240><c> grand,</c><00:25:06.880><c> well</c><00:25:07.200><c> if</c><00:25:07.440><c> you</c><00:25:07.600><c> find</c><00:25:07.760><c> a</c>

00:25:07.909 --> 00:25:07.919 align:start position:0%
200 and get 5 grand, well if you find a
 

00:25:07.919 --> 00:25:10.310 align:start position:0%
200 and get 5 grand, well if you find a
model<00:25:08.240><c> that's</c><00:25:08.720><c> way</c><00:25:09.039><c> cheaper,</c><00:25:09.440><c> 10</c><00:25:09.679><c> to</c><00:25:09.919><c> 20</c><00:25:10.080><c> times</c>

00:25:10.310 --> 00:25:10.320 align:start position:0%
model that's way cheaper, 10 to 20 times
 

00:25:10.320 --> 00:25:12.710 align:start position:0%
model that's way cheaper, 10 to 20 times
cheaper,<00:25:10.960><c> you</c><00:25:11.120><c> can</c><00:25:11.520><c> cover</c><00:25:11.919><c> a</c><00:25:12.240><c> lot</c><00:25:12.320><c> of</c><00:25:12.480><c> that</c>

00:25:12.710 --> 00:25:12.720 align:start position:0%
cheaper, you can cover a lot of that
 

00:25:12.720 --> 00:25:14.789 align:start position:0%
cheaper, you can cover a lot of that
subsidization<00:25:13.440><c> gap.</c><00:25:13.919><c> But</c><00:25:14.000><c> those</c><00:25:14.240><c> models</c><00:25:14.559><c> are</c>

00:25:14.789 --> 00:25:14.799 align:start position:0%
subsidization gap. But those models are
 

00:25:14.799 --> 00:25:16.710 align:start position:0%
subsidization gap. But those models are
not<00:25:14.880><c> as</c><00:25:15.120><c> good</c><00:25:15.360><c> at</c><00:25:15.600><c> a</c><00:25:15.840><c> lot</c><00:25:16.000><c> of</c><00:25:16.159><c> things,</c><00:25:16.480><c> in</c>

00:25:16.710 --> 00:25:16.720 align:start position:0%
not as good at a lot of things, in
 

00:25:16.720 --> 00:25:18.789 align:start position:0%
not as good at a lot of things, in
particular<00:25:17.440><c> coding.</c><00:25:18.000><c> So</c><00:25:18.159><c> what</c><00:25:18.320><c> if</c><00:25:18.480><c> you</c><00:25:18.640><c> were</c>

00:25:18.789 --> 00:25:18.799 align:start position:0%
particular coding. So what if you were
 

00:25:18.799 --> 00:25:21.029 align:start position:0%
particular coding. So what if you were
willing<00:25:19.039><c> to</c><00:25:19.279><c> compromise</c><00:25:19.679><c> on</c><00:25:20.080><c> everything</c><00:25:20.480><c> else</c>

00:25:21.029 --> 00:25:21.039 align:start position:0%
willing to compromise on everything else
 

00:25:21.039 --> 00:25:22.630 align:start position:0%
willing to compromise on everything else
just<00:25:21.279><c> to</c><00:25:21.520><c> focus</c><00:25:21.760><c> on</c><00:25:21.840><c> the</c><00:25:22.000><c> coding</c><00:25:22.320><c> side</c><00:25:22.400><c> and</c>

00:25:22.630 --> 00:25:22.640 align:start position:0%
just to focus on the coding side and
 

00:25:22.640 --> 00:25:23.750 align:start position:0%
just to focus on the coding side and
make<00:25:22.799><c> something</c><00:25:22.960><c> that</c><00:25:23.120><c> was</c><00:25:23.279><c> really</c><00:25:23.440><c> good</c><00:25:23.600><c> at</c>

00:25:23.750 --> 00:25:23.760 align:start position:0%
make something that was really good at
 

00:25:23.760 --> 00:25:25.669 align:start position:0%
make something that was really good at
that?<00:25:24.080><c> And</c><00:25:24.240><c> that's</c><00:25:24.480><c> what</c><00:25:24.640><c> we</c><00:25:24.799><c> now</c><00:25:25.039><c> have</c><00:25:25.360><c> with</c>

00:25:25.669 --> 00:25:25.679 align:start position:0%
that? And that's what we now have with
 

00:25:25.679 --> 00:25:28.149 align:start position:0%
that? And that's what we now have with
Composer,<00:25:26.240><c> the</c><00:25:26.480><c> pretty</c><00:25:26.720><c> dang</c><00:25:27.120><c> cool,</c><00:25:27.600><c> powerful</c>

00:25:28.149 --> 00:25:28.159 align:start position:0%
Composer, the pretty dang cool, powerful
 

00:25:28.159 --> 00:25:30.630 align:start position:0%
Composer, the pretty dang cool, powerful
model.<00:25:28.799><c> I</c><00:25:29.039><c> just</c><00:25:29.279><c> wish</c><00:25:29.520><c> they</c><00:25:29.840><c> had</c><00:25:30.000><c> shared</c><00:25:30.320><c> a</c><00:25:30.480><c> bit</c>

00:25:30.630 --> 00:25:30.640 align:start position:0%
model. I just wish they had shared a bit
 

00:25:30.640 --> 00:25:32.789 align:start position:0%
model. I just wish they had shared a bit
more<00:25:30.880><c> and</c><00:25:31.120><c> took</c><00:25:31.279><c> the</c><00:25:31.520><c> opportunity</c><00:25:32.000><c> to</c><00:25:32.240><c> educate</c>

00:25:32.789 --> 00:25:32.799 align:start position:0%
more and took the opportunity to educate
 

00:25:32.799 --> 00:25:34.710 align:start position:0%
more and took the opportunity to educate
us<00:25:33.200><c> about</c><00:25:33.520><c> what</c><00:25:33.679><c> this</c><00:25:33.919><c> type</c><00:25:34.080><c> of</c><00:25:34.159><c> post</c><00:25:34.400><c> training</c>

00:25:34.710 --> 00:25:34.720 align:start position:0%
us about what this type of post training
 

00:25:34.720 --> 00:25:36.549 align:start position:0%
us about what this type of post training
looks<00:25:34.880><c> like</c><00:25:35.120><c> instead</c><00:25:35.360><c> of</c><00:25:35.440><c> us</c><00:25:35.679><c> having</c><00:25:35.919><c> to</c><00:25:36.320><c> start</c>

00:25:36.549 --> 00:25:36.559 align:start position:0%
looks like instead of us having to start
 

00:25:36.559 --> 00:25:38.230 align:start position:0%
looks like instead of us having to start
a<00:25:36.720><c> whole</c><00:25:36.880><c> bunch</c><00:25:36.960><c> of</c><00:25:37.120><c> drama,</c><00:25:37.520><c> flame</c><00:25:37.919><c> my</c><00:25:38.080><c> and</c>

00:25:38.230 --> 00:25:38.240 align:start position:0%
a whole bunch of drama, flame my and
 

00:25:38.240 --> 00:25:40.149 align:start position:0%
a whole bunch of drama, flame my and
everyone<00:25:38.480><c> else's</c><00:25:38.799><c> DMs</c><00:25:39.120><c> in</c><00:25:39.279><c> the</c><00:25:39.440><c> process.</c><00:25:39.840><c> And</c>

00:25:40.149 --> 00:25:40.159 align:start position:0%
everyone else's DMs in the process. And
 

00:25:40.159 --> 00:25:41.750 align:start position:0%
everyone else's DMs in the process. And
now<00:25:40.400><c> I'm</c><00:25:40.559><c> here</c><00:25:40.799><c> filming</c><00:25:41.039><c> on</c><00:25:41.200><c> a</c><00:25:41.360><c> Saturday</c>

00:25:41.750 --> 00:25:41.760 align:start position:0%
now I'm here filming on a Saturday
 

00:25:41.760 --> 00:25:43.590 align:start position:0%
now I'm here filming on a Saturday
evening<00:25:42.400><c> just</c><00:25:42.559><c> to</c><00:25:42.799><c> make</c><00:25:42.960><c> sure</c><00:25:43.120><c> we</c><00:25:43.360><c> all</c>

00:25:43.590 --> 00:25:43.600 align:start position:0%
evening just to make sure we all
 

00:25:43.600 --> 00:25:45.269 align:start position:0%
evening just to make sure we all
understand<00:25:44.000><c> what</c><00:25:44.320><c> happened.</c><00:25:44.720><c> There</c><00:25:44.960><c> is</c><00:25:45.120><c> one</c>

00:25:45.269 --> 00:25:45.279 align:start position:0%
understand what happened. There is one
 

00:25:45.279 --> 00:25:46.630 align:start position:0%
understand what happened. There is one
last<00:25:45.520><c> thing</c><00:25:45.760><c> here</c><00:25:45.919><c> I</c><00:25:46.159><c> think</c><00:25:46.240><c> is</c><00:25:46.480><c> worth</c>

00:25:46.630 --> 00:25:46.640 align:start position:0%
last thing here I think is worth
 

00:25:46.640 --> 00:25:49.190 align:start position:0%
last thing here I think is worth
covering.<00:25:47.360><c> The</c><00:25:47.600><c> long-term</c><00:25:48.159><c> impact.</c><00:25:48.799><c> Dax</c>

00:25:49.190 --> 00:25:49.200 align:start position:0%
covering. The long-term impact. Dax
 

00:25:49.200 --> 00:25:50.789 align:start position:0%
covering. The long-term impact. Dax
posted<00:25:49.520><c> this</c><00:25:49.679><c> before</c><00:25:50.000><c> things</c><00:25:50.240><c> had</c><00:25:50.480><c> settled</c>

00:25:50.789 --> 00:25:50.799 align:start position:0%
posted this before things had settled
 

00:25:50.799 --> 00:25:52.149 align:start position:0%
posted this before things had settled
down,<00:25:50.960><c> but</c><00:25:51.120><c> I</c><00:25:51.279><c> think</c><00:25:51.360><c> it's</c><00:25:51.520><c> as</c><00:25:51.760><c> relevant</c><00:25:52.000><c> now</c>

00:25:52.149 --> 00:25:52.159 align:start position:0%
down, but I think it's as relevant now
 

00:25:52.159 --> 00:25:54.789 align:start position:0%
down, but I think it's as relevant now
as<00:25:52.400><c> ever.</c><00:25:52.720><c> Whether</c><00:25:53.279><c> this</c><00:25:53.679><c> being</c><00:25:53.919><c> the</c><00:25:54.240><c> drama</c>

00:25:54.789 --> 00:25:54.799 align:start position:0%
as ever. Whether this being the drama
 

00:25:54.799 --> 00:25:57.510 align:start position:0%
as ever. Whether this being the drama
around<00:25:55.200><c> using</c><00:25:55.679><c> Kimmy</c><00:25:56.080><c> K2.5</c><00:25:56.720><c> is</c><00:25:56.960><c> true</c><00:25:57.120><c> or</c><00:25:57.279><c> not,</c>

00:25:57.510 --> 00:25:57.520 align:start position:0%
around using Kimmy K2.5 is true or not,
 

00:25:57.520 --> 00:25:59.190 align:start position:0%
around using Kimmy K2.5 is true or not,
it's<00:25:57.760><c> going</c><00:25:57.919><c> to</c><00:25:58.080><c> cause</c><00:25:58.400><c> every</c><00:25:58.720><c> company</c>

00:25:59.190 --> 00:25:59.200 align:start position:0%
it's going to cause every company
 

00:25:59.200 --> 00:26:00.950 align:start position:0%
it's going to cause every company
producing<00:25:59.679><c> open-</c><00:26:00.000><c> source</c><00:26:00.240><c> models</c><00:26:00.640><c> to</c>

00:26:00.950 --> 00:26:00.960 align:start position:0%
producing open- source models to
 

00:26:00.960 --> 00:26:02.870 align:start position:0%
producing open- source models to
re-evaluate<00:26:01.600><c> if</c><00:26:01.840><c> they</c><00:26:02.000><c> should</c><00:26:02.240><c> continue</c><00:26:02.640><c> to</c>

00:26:02.870 --> 00:26:02.880 align:start position:0%
re-evaluate if they should continue to
 

00:26:02.880 --> 00:26:05.110 align:start position:0%
re-evaluate if they should continue to
do<00:26:03.039><c> so.</c><00:26:03.360><c> That</c><00:26:03.600><c> is</c><00:26:03.679><c> incredibly</c><00:26:04.159><c> frustrating.</c><00:26:04.880><c> I</c>

00:26:05.110 --> 00:26:05.120 align:start position:0%
do so. That is incredibly frustrating. I
 

00:26:05.120 --> 00:26:07.269 align:start position:0%
do so. That is incredibly frustrating. I
agree.<00:26:05.600><c> There's</c><00:26:05.840><c> a</c><00:26:06.000><c> very</c><00:26:06.240><c> good</c><00:26:06.400><c> chance</c><00:26:06.960><c> that</c>

00:26:07.269 --> 00:26:07.279 align:start position:0%
agree. There's a very good chance that
 

00:26:07.279 --> 00:26:08.870 align:start position:0%
agree. There's a very good chance that
Cursor<00:26:07.760><c> ends</c><00:26:07.919><c> up</c><00:26:08.080><c> making</c><00:26:08.320><c> more</c><00:26:08.559><c> money</c><00:26:08.720><c> on</c>

00:26:08.870 --> 00:26:08.880 align:start position:0%
Cursor ends up making more money on
 

00:26:08.880 --> 00:26:11.990 align:start position:0%
Cursor ends up making more money on
Kimmy<00:26:09.360><c> K2.5</c><00:26:10.240><c> than</c><00:26:10.480><c> Moonshot</c><00:26:11.039><c> does.</c><00:26:11.440><c> Hell,</c>

00:26:11.990 --> 00:26:12.000 align:start position:0%
Kimmy K2.5 than Moonshot does. Hell,
 

00:26:12.000 --> 00:26:13.190 align:start position:0%
Kimmy K2.5 than Moonshot does. Hell,
there's<00:26:12.159><c> a</c><00:26:12.320><c> good</c><00:26:12.480><c> chance</c><00:26:12.640><c> that</c><00:26:12.720><c> they</c><00:26:12.960><c> spent</c>

00:26:13.190 --> 00:26:13.200 align:start position:0%
there's a good chance that they spent
 

00:26:13.200 --> 00:26:15.430 align:start position:0%
there's a good chance that they spent
more<00:26:13.520><c> money</c><00:26:14.080><c> doing</c><00:26:14.320><c> this</c><00:26:14.559><c> post</c><00:26:14.880><c> training</c><00:26:15.200><c> on</c>

00:26:15.430 --> 00:26:15.440 align:start position:0%
more money doing this post training on
 

00:26:15.440 --> 00:26:19.029 align:start position:0%
more money doing this post training on
Kimmy<00:26:15.840><c> K2.5</c><00:26:17.120><c> than</c><00:26:17.760><c> Moonshot</c><00:26:18.240><c> has</c><00:26:18.480><c> had</c><00:26:18.640><c> in</c><00:26:18.880><c> the</c>

00:26:19.029 --> 00:26:19.039 align:start position:0%
Kimmy K2.5 than Moonshot has had in the
 

00:26:19.039 --> 00:26:21.110 align:start position:0%
Kimmy K2.5 than Moonshot has had in the
entire<00:26:19.360><c> history</c><00:26:19.600><c> of</c><00:26:19.840><c> their</c><00:26:20.159><c> business.</c><00:26:20.799><c> That</c>

00:26:21.110 --> 00:26:21.120 align:start position:0%
entire history of their business. That
 

00:26:21.120 --> 00:26:22.789 align:start position:0%
entire history of their business. That
sucks.<00:26:21.679><c> And</c><00:26:21.840><c> if</c><00:26:22.000><c> you're</c><00:26:22.080><c> one</c><00:26:22.240><c> of</c><00:26:22.320><c> those</c><00:26:22.559><c> small</c>

00:26:22.789 --> 00:26:22.799 align:start position:0%
sucks. And if you're one of those small
 

00:26:22.799 --> 00:26:24.870 align:start position:0%
sucks. And if you're one of those small
labs<00:26:23.360><c> that</c><00:26:23.600><c> is</c><00:26:23.919><c> fighting</c><00:26:24.159><c> to</c><00:26:24.400><c> make</c><00:26:24.480><c> these</c>

00:26:24.870 --> 00:26:24.880 align:start position:0%
labs that is fighting to make these
 

00:26:24.880 --> 00:26:26.390 align:start position:0%
labs that is fighting to make these
powerful<00:26:25.279><c> models</c><00:26:25.600><c> and</c><00:26:25.760><c> the</c><00:26:25.919><c> only</c><00:26:26.080><c> way</c><00:26:26.159><c> you</c><00:26:26.320><c> can</c>

00:26:26.390 --> 00:26:26.400 align:start position:0%
powerful models and the only way you can
 

00:26:26.400 --> 00:26:27.750 align:start position:0%
powerful models and the only way you can
get<00:26:26.559><c> people</c><00:26:26.799><c> interested</c><00:26:27.120><c> is</c><00:26:27.360><c> releasing</c><00:26:27.600><c> them</c>

00:26:27.750 --> 00:26:27.760 align:start position:0%
get people interested is releasing them
 

00:26:27.760 --> 00:26:29.430 align:start position:0%
get people interested is releasing them
open<00:26:28.080><c> weight,</c><00:26:28.640><c> you're</c><00:26:28.799><c> now</c><00:26:28.960><c> looking</c><00:26:29.200><c> over</c>

00:26:29.430 --> 00:26:29.440 align:start position:0%
open weight, you're now looking over
 

00:26:29.440 --> 00:26:31.110 align:start position:0%
open weight, you're now looking over
your<00:26:29.600><c> shoulder</c><00:26:30.000><c> like</c><00:26:30.400><c> should</c><00:26:30.640><c> we</c><00:26:30.799><c> even</c><00:26:30.960><c> be</c>

00:26:31.110 --> 00:26:31.120 align:start position:0%
your shoulder like should we even be
 

00:26:31.120 --> 00:26:32.950 align:start position:0%
your shoulder like should we even be
doing<00:26:31.279><c> this?</c><00:26:31.840><c> And</c><00:26:32.000><c> that's</c><00:26:32.159><c> a</c><00:26:32.400><c> scary</c><00:26:32.720><c> thing</c>

00:26:32.950 --> 00:26:32.960 align:start position:0%
doing this? And that's a scary thing
 

00:26:32.960 --> 00:26:34.870 align:start position:0%
doing this? And that's a scary thing
because<00:26:33.279><c> we</c><00:26:33.520><c> need</c><00:26:33.679><c> these</c><00:26:33.919><c> openweight</c><00:26:34.480><c> models</c>

00:26:34.870 --> 00:26:34.880 align:start position:0%
because we need these openweight models
 

00:26:34.880 --> 00:26:37.669 align:start position:0%
because we need these openweight models
in<00:26:35.200><c> order</c><00:26:35.360><c> to</c><00:26:36.080><c> keep</c><00:26:36.320><c> things</c><00:26:36.640><c> progressing.</c><00:26:37.520><c> All</c>

00:26:37.669 --> 00:26:37.679 align:start position:0%
in order to keep things progressing. All
 

00:26:37.679 --> 00:26:39.269 align:start position:0%
in order to keep things progressing. All
the<00:26:37.919><c> cost</c><00:26:38.080><c> improvements</c><00:26:38.480><c> we've</c><00:26:38.720><c> seen</c><00:26:38.960><c> across</c>

00:26:39.269 --> 00:26:39.279 align:start position:0%
the cost improvements we've seen across
 

00:26:39.279 --> 00:26:41.029 align:start position:0%
the cost improvements we've seen across
the<00:26:39.520><c> flagship</c><00:26:40.000><c> models</c><00:26:40.320><c> are</c><00:26:40.559><c> because</c><00:26:40.799><c> the</c>

00:26:41.029 --> 00:26:41.039 align:start position:0%
the flagship models are because the
 

00:26:41.039 --> 00:26:42.789 align:start position:0%
the flagship models are because the
openweight<00:26:41.440><c> models</c><00:26:41.760><c> got</c><00:26:42.000><c> cheaper</c><00:26:42.240><c> and</c><00:26:42.480><c> better</c>

00:26:42.789 --> 00:26:42.799 align:start position:0%
openweight models got cheaper and better
 

00:26:42.799 --> 00:26:45.269 align:start position:0%
openweight models got cheaper and better
enough<00:26:43.120><c> that</c><00:26:43.440><c> these</c><00:26:43.760><c> companies</c><00:26:44.480><c> have</c><00:26:44.640><c> to</c>

00:26:45.269 --> 00:26:45.279 align:start position:0%
enough that these companies have to
 

00:26:45.279 --> 00:26:47.029 align:start position:0%
enough that these companies have to
rethink<00:26:45.679><c> things</c><00:26:46.159><c> and</c><00:26:46.320><c> I</c><00:26:46.480><c> really</c><00:26:46.640><c> hope</c><00:26:46.799><c> we</c>

00:26:47.029 --> 00:26:47.039 align:start position:0%
rethink things and I really hope we
 

00:26:47.039 --> 00:26:48.950 align:start position:0%
rethink things and I really hope we
don't<00:26:47.200><c> lose</c><00:26:47.440><c> that</c><00:26:47.679><c> as</c><00:26:47.840><c> a</c><00:26:48.080><c> result</c><00:26:48.320><c> of</c><00:26:48.480><c> how</c><00:26:48.720><c> this</c>

00:26:48.950 --> 00:26:48.960 align:start position:0%
don't lose that as a result of how this
 

00:26:48.960 --> 00:26:51.110 align:start position:0%
don't lose that as a result of how this
release<00:26:49.279><c> went.</c><00:26:49.679><c> So</c><00:26:49.919><c> wrapping</c><00:26:50.240><c> up,</c><00:26:50.640><c> Composer</c>

00:26:51.110 --> 00:26:51.120 align:start position:0%
release went. So wrapping up, Composer
 

00:26:51.120 --> 00:26:53.269 align:start position:0%
release went. So wrapping up, Composer
is<00:26:51.200><c> a</c><00:26:51.360><c> good</c><00:26:51.520><c> model.</c><00:26:51.919><c> Kimmy</c><00:26:52.240><c> K25</c><00:26:52.720><c> is</c><00:26:52.880><c> also</c><00:26:53.039><c> a</c>

00:26:53.269 --> 00:26:53.279 align:start position:0%
is a good model. Kimmy K25 is also a
 

00:26:53.279 --> 00:26:54.630 align:start position:0%
is a good model. Kimmy K25 is also a
good<00:26:53.360><c> model.</c><00:26:53.760><c> They</c><00:26:53.919><c> are</c><00:26:54.080><c> very,</c><00:26:54.320><c> very</c>

00:26:54.630 --> 00:26:54.640 align:start position:0%
good model. They are very, very
 

00:26:54.640 --> 00:26:56.070 align:start position:0%
good model. They are very, very
different<00:26:54.880><c> models.</c><00:26:55.279><c> A</c><00:26:55.520><c> lot</c><00:26:55.600><c> of</c><00:26:55.679><c> money</c><00:26:55.919><c> was</c>

00:26:56.070 --> 00:26:56.080 align:start position:0%
different models. A lot of money was
 

00:26:56.080 --> 00:26:57.990 align:start position:0%
different models. A lot of money was
spent<00:26:56.400><c> in</c><00:26:56.559><c> order</c><00:26:56.720><c> to</c><00:26:56.880><c> train</c><00:26:57.120><c> Composer</c><00:26:57.600><c> 2.</c><00:26:57.840><c> And</c>

00:26:57.990 --> 00:26:58.000 align:start position:0%
spent in order to train Composer 2. And
 

00:26:58.000 --> 00:26:59.269 align:start position:0%
spent in order to train Composer 2. And
they<00:26:58.240><c> definitely</c><00:26:58.559><c> should</c><00:26:58.720><c> have</c><00:26:58.880><c> disclosed</c>

00:26:59.269 --> 00:26:59.279 align:start position:0%
they definitely should have disclosed
 

00:26:59.279 --> 00:27:01.190 align:start position:0%
they definitely should have disclosed
the<00:26:59.440><c> fact</c><00:26:59.600><c> that</c><00:26:59.840><c> Composer</c><00:27:00.320><c> 2</c><00:27:00.559><c> was</c><00:27:00.799><c> being</c><00:27:00.960><c> built</c>

00:27:01.190 --> 00:27:01.200 align:start position:0%
the fact that Composer 2 was being built
 

00:27:01.200 --> 00:27:04.630 align:start position:0%
the fact that Composer 2 was being built
on<00:27:01.440><c> top</c><00:27:01.520><c> of</c><00:27:01.600><c> Kimmy</c><00:27:02.080><c> K2.5.</c><00:27:03.200><c> Everyone</c><00:27:04.240><c> kind</c><00:27:04.480><c> of</c>

00:27:04.630 --> 00:27:04.640 align:start position:0%
on top of Kimmy K2.5. Everyone kind of
 

00:27:04.640 --> 00:27:06.470 align:start position:0%
on top of Kimmy K2.5. Everyone kind of
screwed<00:27:05.039><c> up</c><00:27:05.279><c> here.</c><00:27:05.600><c> I</c><00:27:05.840><c> think</c><00:27:05.919><c> the</c><00:27:06.159><c> license</c>

00:27:06.470 --> 00:27:06.480 align:start position:0%
screwed up here. I think the license
 

00:27:06.480 --> 00:27:08.149 align:start position:0%
screwed up here. I think the license
terms<00:27:06.799><c> are</c><00:27:06.960><c> not</c><00:27:07.120><c> clear</c><00:27:07.360><c> enough</c><00:27:07.520><c> and</c><00:27:07.760><c> also</c><00:27:08.000><c> are</c>

00:27:08.149 --> 00:27:08.159 align:start position:0%
terms are not clear enough and also are
 

00:27:08.159 --> 00:27:09.669 align:start position:0%
terms are not clear enough and also are
not<00:27:08.320><c> well</c><00:27:08.480><c> defined</c><00:27:08.880><c> enough</c><00:27:09.039><c> for</c><00:27:09.200><c> us</c><00:27:09.360><c> to</c><00:27:09.520><c> know</c>

00:27:09.669 --> 00:27:09.679 align:start position:0%
not well defined enough for us to know
 

00:27:09.679 --> 00:27:11.669 align:start position:0%
not well defined enough for us to know
what<00:27:09.919><c> they</c><00:27:10.159><c> really</c><00:27:10.400><c> mean</c><00:27:10.640><c> in</c><00:27:10.880><c> practice.</c><00:27:11.440><c> I</c>

00:27:11.669 --> 00:27:11.679 align:start position:0%
what they really mean in practice. I
 

00:27:11.679 --> 00:27:12.950 align:start position:0%
what they really mean in practice. I
think<00:27:11.760><c> Fireworks</c><00:27:12.240><c> didn't</c><00:27:12.480><c> do</c><00:27:12.559><c> a</c><00:27:12.640><c> good</c><00:27:12.799><c> enough</c>

00:27:12.950 --> 00:27:12.960 align:start position:0%
think Fireworks didn't do a good enough
 

00:27:12.960 --> 00:27:14.390 align:start position:0%
think Fireworks didn't do a good enough
job<00:27:13.200><c> disclosing</c><00:27:13.760><c> and</c><00:27:13.919><c> forcing</c><00:27:14.240><c> the</c>

00:27:14.390 --> 00:27:14.400 align:start position:0%
job disclosing and forcing the
 

00:27:14.400 --> 00:27:16.230 align:start position:0%
job disclosing and forcing the
disclosure<00:27:14.799><c> to</c><00:27:14.960><c> go</c><00:27:15.120><c> down</c><00:27:15.279><c> the</c><00:27:15.440><c> pipeline.</c><00:27:16.000><c> And</c>

00:27:16.230 --> 00:27:16.240 align:start position:0%
disclosure to go down the pipeline. And
 

00:27:16.240 --> 00:27:17.669 align:start position:0%
disclosure to go down the pipeline. And
I<00:27:16.400><c> really</c><00:27:16.559><c> don't</c><00:27:16.720><c> think</c><00:27:16.880><c> Curser</c><00:27:17.360><c> did</c><00:27:17.440><c> a</c><00:27:17.600><c> great</c>

00:27:17.669 --> 00:27:17.679 align:start position:0%
I really don't think Curser did a great
 

00:27:17.679 --> 00:27:19.510 align:start position:0%
I really don't think Curser did a great
job<00:27:17.840><c> with</c><00:27:18.080><c> their</c><00:27:18.240><c> disclosures</c><00:27:18.799><c> here</c><00:27:19.120><c> either.</c>

00:27:19.510 --> 00:27:19.520 align:start position:0%
job with their disclosures here either.
 

00:27:19.520 --> 00:27:21.110 align:start position:0%
job with their disclosures here either.
I<00:27:19.760><c> am</c><00:27:19.840><c> disappointed</c><00:27:20.320><c> in</c><00:27:20.480><c> how</c><00:27:20.640><c> they</c><00:27:20.799><c> handled</c>

00:27:21.110 --> 00:27:21.120 align:start position:0%
I am disappointed in how they handled
 

00:27:21.120 --> 00:27:22.710 align:start position:0%
I am disappointed in how they handled
all<00:27:21.200><c> of</c><00:27:21.360><c> this,</c><00:27:21.520><c> but</c><00:27:21.679><c> I</c><00:27:21.840><c> am</c><00:27:22.000><c> thankful</c><00:27:22.240><c> that</c><00:27:22.480><c> they</c>

00:27:22.710 --> 00:27:22.720 align:start position:0%
all of this, but I am thankful that they
 

00:27:22.720 --> 00:27:24.070 align:start position:0%
all of this, but I am thankful that they
are<00:27:22.799><c> acknowledging</c><00:27:23.200><c> their</c><00:27:23.440><c> failures</c><00:27:23.760><c> and</c>

00:27:24.070 --> 00:27:24.080 align:start position:0%
are acknowledging their failures and
 

00:27:24.080 --> 00:27:25.750 align:start position:0%
are acknowledging their failures and
trying<00:27:24.240><c> to</c><00:27:24.400><c> do</c><00:27:24.480><c> better</c><00:27:24.720><c> in</c><00:27:24.960><c> the</c><00:27:25.120><c> future.</c><00:27:25.600><c> I</c>

00:27:25.750 --> 00:27:25.760 align:start position:0%
trying to do better in the future. I
 

00:27:25.760 --> 00:27:27.430 align:start position:0%
trying to do better in the future. I
hope,<00:27:26.080><c> fingers</c><00:27:26.480><c> crossed,</c><00:27:26.880><c> this</c><00:27:27.039><c> is</c><00:27:27.200><c> the</c><00:27:27.279><c> last</c>

00:27:27.430 --> 00:27:27.440 align:start position:0%
hope, fingers crossed, this is the last
 

00:27:27.440 --> 00:27:28.310 align:start position:0%
hope, fingers crossed, this is the last
time<00:27:27.520><c> we</c><00:27:27.679><c> see</c><00:27:27.840><c> something</c><00:27:28.000><c> like</c><00:27:28.080><c> this</c><00:27:28.159><c> from</c>

00:27:28.310 --> 00:27:28.320 align:start position:0%
time we see something like this from
 

00:27:28.320 --> 00:27:29.830 align:start position:0%
time we see something like this from
Cursor,<00:27:28.720><c> but</c><00:27:28.880><c> I</c><00:27:28.960><c> have</c><00:27:29.039><c> a</c><00:27:29.200><c> bad</c><00:27:29.360><c> feeling</c><00:27:29.600><c> that</c>

00:27:29.830 --> 00:27:29.840 align:start position:0%
Cursor, but I have a bad feeling that
 

00:27:29.840 --> 00:27:31.110 align:start position:0%
Cursor, but I have a bad feeling that
not<00:27:30.080><c> only</c><00:27:30.240><c> will</c><00:27:30.400><c> they</c><00:27:30.640><c> do</c><00:27:30.799><c> something</c><00:27:30.960><c> like</c>

00:27:31.110 --> 00:27:31.120 align:start position:0%
not only will they do something like
 

00:27:31.120 --> 00:27:32.789 align:start position:0%
not only will they do something like
this<00:27:31.279><c> again,</c><00:27:31.600><c> but</c><00:27:31.840><c> many</c><00:27:32.159><c> other</c><00:27:32.400><c> companies</c>

00:27:32.789 --> 00:27:32.799 align:start position:0%
this again, but many other companies
 

00:27:32.799 --> 00:27:34.630 align:start position:0%
this again, but many other companies
will<00:27:33.120><c> too.</c><00:27:33.440><c> We</c><00:27:33.600><c> are</c><00:27:33.760><c> now</c><00:27:33.840><c> in</c><00:27:34.000><c> an</c><00:27:34.240><c> era</c><00:27:34.400><c> where</c>

00:27:34.630 --> 00:27:34.640 align:start position:0%
will too. We are now in an era where
 

00:27:34.640 --> 00:27:36.470 align:start position:0%
will too. We are now in an era where
having<00:27:34.960><c> cheap</c><00:27:35.200><c> enough</c><00:27:35.600><c> compute</c><00:27:35.919><c> to</c><00:27:36.159><c> compete</c>

00:27:36.470 --> 00:27:36.480 align:start position:0%
having cheap enough compute to compete
 

00:27:36.480 --> 00:27:38.549 align:start position:0%
having cheap enough compute to compete
with<00:27:36.799><c> anthropic</c><00:27:37.200><c> and</c><00:27:37.360><c> open</c><00:27:37.600><c> AAI</c><00:27:38.159><c> really,</c>

00:27:38.549 --> 00:27:38.559 align:start position:0%
with anthropic and open AAI really,
 

00:27:38.559 --> 00:27:40.149 align:start position:0%
with anthropic and open AAI really,
really<00:27:38.960><c> matters.</c><00:27:39.520><c> And</c><00:27:39.600><c> the</c><00:27:39.679><c> way</c><00:27:39.919><c> companies</c>

00:27:40.149 --> 00:27:40.159 align:start position:0%
really matters. And the way companies
 

00:27:40.159 --> 00:27:41.110 align:start position:0%
really matters. And the way companies
get<00:27:40.320><c> there</c><00:27:40.480><c> are</c><00:27:40.640><c> going</c><00:27:40.640><c> to</c><00:27:40.799><c> get</c><00:27:40.880><c> more</c>

00:27:41.110 --> 00:27:41.120 align:start position:0%
get there are going to get more
 

00:27:41.120 --> 00:27:42.470 align:start position:0%
get there are going to get more
interesting<00:27:41.520><c> and</c><00:27:41.840><c> probably</c><00:27:42.159><c> more</c>

00:27:42.470 --> 00:27:42.480 align:start position:0%
interesting and probably more
 

00:27:42.480 --> 00:27:44.230 align:start position:0%
interesting and probably more
problematic<00:27:43.120><c> before</c><00:27:43.440><c> things</c><00:27:43.679><c> settle</c><00:27:44.000><c> down.</c>

00:27:44.230 --> 00:27:44.240 align:start position:0%
problematic before things settle down.
 

00:27:44.240 --> 00:27:47.360 align:start position:0%
problematic before things settle down.
Let<00:27:44.400><c> me</c><00:27:44.480><c> know</c><00:27:44.640><c> how</c><00:27:44.720><c> y'all</c><00:27:44.960><c> feel</c><00:27:45.120><c> about</c><00:27:45.200><c> this.</c>

