Feb 15, 2024 - (1 of 2) Sora: OpenAI's Mind-Blowing Text-to-Video Model

Transcript

1. 0:28e
2. 0:58e all right good people of the tickety
3. 1:13talk was happening um okay so here's what we're doing this special live presentation of the AI learning lab brought to you by open
4. 1:25AI Sam alman's jealous of Kyle Shannon but Kyle still Hawks his Wares anyway all right let's see where is my mouth where's my mouse
5. 1:38people listen I got to get rid of the hey Kyle is this your Tick Tock to work today yes it it's exactly what it is uh
6. 1:50all right let's see am I the only one screaming inside right now holy crap this this is a big deal so I I I have made this statement now a
7. 2:01number of times 2023 the last normal year um and then the month of January went by without a substantive um
8. 2:12announcement and then we're halfway through February and we haven't seen one that I think is a really big deal well
9. 2:18this just showed up so um this is a really big deal um how many people we have in here 77 so do me a favor did you
10. 2:26get access no they're just going into red teaming right now what site is this so this is open.com Sora s o r a it's their new
11. 2:36text to video model it looks like you're going to be able to do up to 60c videos right now they're only showing 20 second
12. 2:44videos but when I show you the examples here holy [ __ ] holy [ __ ] is it mind-blowing so do me a favor share this
13. 2:55live uh share it with anyone you think might be into this or even people who are not into this and then I'm just going to like I
14. 3:04haven't read the whole thing yet but this is in looking at the examples I'm like I'm like I gotta go live I got to go live and just talk
15. 3:13about it this is this is a a big [ __ ] deal this is like Runway ML and paa at this point I was looking at them as
16. 3:23toys with potential right I mean you could do you could absolutely do storytelling with ML like if you look at
17. 3:31some of the work that was done for the Gen 48 video contest even in the AI Salon like that stuff was good but this
18. 3:38is um this is different this is different what's the link again open.com a can I put text on screen here
19. 3:50anywhere flip camera quick pull draw and guess comment what's that do oh I just am making a comment uh oh how do I get out of this
20. 4:07oh there we go okay um I was like why is he live now oh [ __ ] something is happening yep something's happening okay all right oh pin a chat
21. 4:19um I don't know how to pin stuff I I usually have mods for that well if any mods are in here um do me a favor and pin a chat uh that is
22. 4:32open ai.com how you don't get access to it right now as far as I know okay so creating video from text Sora is an AI model that can
23. 4:46create realistic and imaginative scenes from text instructions all videos on this page were generated directly by Sora without any
24. 4:55modification um comment and pin pin it yourself all right let's see comment uh open ai.com
25. 5:12SLS a and then pin all right there you go is that pinned do you see it pinned I don't see it pinned yeah oh my God I know I
26. 5:28know pin this comment couldn't pin the comment you can try again I can't pin it well if if someone else can pin it great anyway uh it's in
27. 5:43there I'm looking at the same time how cool yeah feel free to obviously go to the site but I'll I'll I'm going to go
28. 5:48through this whole page here because there's a lot okay we're teaching AI to understand and simulate um real world motion the
29. 5:56goal of the model is to help solve problems our text to video model Sora can generate videos up to a minute long
30. 6:04while maintaining visual quality and adherence to The users's Prompt holy [ __ ] sometimes you can't pin URLs
31. 6:13oh oh and I but it wasn't even a URL oh there you go oh open AI do so let me do okay uh hang on so I'll do um comment
32. 6:25open Ai and then I'll do parentheses d o t c o m SLS o r a boom and then let me see if I can pin
33. 6:41that there we go okay so there's the pin all right that's where I am what's going on so hey Danielle um what's going
34. 6:51on is why are we live um open AI just announced it's not live yet but they just announced their text to video
35. 7:02model and it looks Bonkers good so I'm just going to go through the announcement hey Danielle um I'm just
36. 7:10going to go through the announcement and we're going to look at all the video examples because they're just
37. 7:15crazy um and there's a lot of them and then we're going to read about it so right now apparently this is going into
38. 7:23red teaming which is where they're doing internal testing for for safety it's gorgeous so this is okay prompt a
39. 7:31stylish woman walks down a Tokyo Street filled with warm glowing neon animated City signage she's wearing a black
40. 7:37leather jacket a long red dress and black boots more and carries a black purse she wears sunglasses and red lipsticks she walks
41. 7:47confidently and casually the street is damp and reflective creating a mirror effect of the col colorful lights many
42. 7:54pedestrians walk about notice her legs don't look you know how walking on a lot of these models just looks weird like
43. 8:03she actually looks like she's got legs and they're moving normally it looks like the bottom of her shoes get thicker occasionally
44. 8:12but the prompt coherence here is kind of insane I mean the the the visual visual coherence this is one clip this is a 59 second
45. 8:26video this was generated from a prompt with no edits with no modifications apparently um again I I don't know if
46. 8:39any of this shit's true but this is you know open.com okay that's one here's the next one let me go to this prompt several giant woolly
47. 8:53mammoths these look a little odd it's a 10-second clip the physics on their legs is a little odd but it's not
48. 9:06bad like I feel like we've come to forgive just absolute weirdness and this is not I like I don't immediately go to weird I I immediately
49. 9:17go to is that a puppet but I don't go to that's AI this one was crazy I saw this one before this one is a movie trailer
50. 9:24featuring The Adventures of a 30-year-old Spaceman wearing a red wool knitted motorcycle helmet which he has
51. 9:32blue sky salt desert cinematic style shot on 35 M millimeter film Vivid colors 17 seconds long do you get to determine the length
52. 9:46of the video I don't know minor jankiness yeah this is this is minor jankiness but this is really flipping close
53. 9:58people this is really flipping close and I I gotta tell you you know when they when they start rolling in
54. 10:09thank you Roberto when you start rolling in things like music generation and you know script generation and voice
55. 10:17generation right you're these things we are not we are probably by the end of the year we're going to be able to
56. 10:24generate these things you know with other multimedia elements in them all right like I and by the way I haven't
57. 10:31even scr scratched the surface this one is staggering like watch the lighthouse here it it um normally when you see stuff like
58. 10:41this something like the lighthouse is just going to go away like like it'll it'll morph and get weird but it's
59. 10:48staying very very consistent as are the people right there as are the waves like there's no weird morphing
60. 11:00like you normally see with water scenes and look how coherent the cliff is staying [ __ ] Bonkers I mean I looked at Runway stuff and Pika
61. 11:14stuff and I'm like if I were a filmmaker I'd look at that stuff and I'd be like yeah I'm not worried if I were if I were
62. 11:22a drone cinematographer and looked at this I'd be like oh [ __ ] guess that's over [ __ ] crazy animated scene of a
63. 11:33closeup of a short fluffy monster kneeling beside a melted red candle the art style is 3D and realistic focus on
64. 11:42lighting the flame doesn't seem real but it's a it's an animated thing so I think you could forgive that a gorgeously rendered papercraft
65. 11:56world of a coral reef rif with colorful fish and sea creatures 20 seconds Amelio's wife shared the live
66. 12:08thank you there's only 41 people in here be like ao's wife share this live this is crazy crazy crazy crazy cio's wife share this
67. 12:23live this is crazy crazy crazy crazy
68. 12:37I may need to take that I may need to come back in uh uh [Music] uh photo realistic closeup video of two
69. 12:46pirate ships battling each other as they sail inside a cup of coffee wow wow there's a little jankiness on the right ship
70. 13:02right there it sort of pops out of the water but damn I love that one very nice yeah that one's cool a young
71. 13:16man at his 20s sitting on a piece of cloud in the sky reading a book there's some jankiness with the pages but look
72. 13:24his hand looks good no flickering on the face it almost looks like he said something there he's definitely sitting on a
73. 13:33cloud all right so that's the first set of examples today Sora is becoming available to Red teamers so red teamers
74. 13:45are people who test for critical areas for harm or risk we are also granting access to a number of visual artists
75. 13:53designers and filmmakers to gain feedback on how to advance this model to be most helpful for Creative professionals that's actually a smart
76. 14:01move right getting the creative cuz cuz this is absolutely a threat to that category so getting them involved is
77. 14:10smart I don't know that they're going to be into it but what whatever we're sharing our research project early to
78. 14:17start working with and getting feedback from people outside of open Ai and give the public a sense of what AI
79. 14:25capabilities are on the horizon remember I've been talking about for the last two weeks Sam Alman talks about chat gp4 being best
80. 14:36understood as as a preview and progress here is not linear meaning when this thing gets way better it's going to get way better on a lot of
81. 14:48fronts um this is going to cost a lot more it may um historical footage of California during the Gold Rush that's pretty amazing
82. 15:00look at the coherence of like the the people are not morphing into other like look at that horse right there or that
83. 15:11person walking look at these horses here like they're not morphing into other things this is pretty crazy pretty crazy
84. 15:27good um Amelio's wife Story vine what's I don't know what you mean by that that's my company close-up view of a
85. 15:34glass sphere that has a Zen Garden within it hang on I got to check something let me see why Monique was calling me let me just ask her hang
86. 15:56on and then let me grab gra this hold please hold
87. 16:27please all right um zen garden there's a small dwarf in the sphere let's see wonder how oh wait uh I hope that includes
88. 16:45you oh I hope that you and our sto Story vine are included in the red team release I don't know we've established
89. 16:52that that Sam Alman is jealous of me so I would assume I'm not going to have access it would be nice if we had access
90. 16:58what's the hot news the hot news is open.com Sora s o a and I'm going through all the all of this release it's
91. 17:08not live yet but it's being released to red teamers and it's being released to creative professionals to get input and
92. 17:17they're they're they're releasing this early to give us a sense of what's coming so if I were Runway ML and if I
93. 17:24were PBS right now I'd be pooping my pants and if they've got something that's close to this that they haven't
94. 17:29released yet this will probably Inspire them to release it early all right so there's another video here's another
95. 17:37one wow holy [ __ ] extreme closeup of a 24-year-old woman's eye blinking standing in maresh during magic
96. 17:47hour oh my god look the there's maresh in the reflection of her eye cinematic film shot in 70 mimer depth of field Vivid colors cinematic
97. 17:5915 seconds of a closeup of an eye with the reflection of a specific location at hey cam Katen looks so real um cartoon kangaroo of disco
98. 18:13dances um do me a favor if there's a mod in here um put in the comment open a open and don't put the dot like write
99. 18:23the dot in parenthesis do in parentheses. Sora and pin that so that the url's pinned for people to check out a cartoon kangaroo disco
100. 18:37dances thank you very much I appreciate that I'm late what are we looking at we're looking at open ai's new text to video model that looks
101. 18:48stunning like you know me if it looks like [ __ ] I'll tell you it looks like [ __ ] this this is just the the teensiest of jankiness now
102. 18:59we don't get to play with this yet it's just it's just in testing but there was a little janky there I saw some foxes earlier that sort
103. 19:07of meld into one another so it's still going to be janky but like compared to Runway and Pika and the and the stable
104. 19:14video stuff this is crazy you can do up to 59 seconds of video with a single prompt and it's doing cuts it looks like
105. 19:26it's doing Cuts within a single video like edits within a single video this is a beautiful homemade video showing
106. 19:34people of losos Nigeria in in the year 2056 shot with a mobile phone camera crazy thank you ao's wife um all right a petri dis dish with
107. 19:50a bamboo forest and tiny red pandas running around yeah this is janky and weird they're just they're materializing
108. 19:57they're materializing out of nowhere from behind the behind the uh thing but that's it's still that's pretty decent in a Petri dish
109. 20:13huh and they all only have two legs that's got some Jank in it the plastic chair is epic all right let's see
110. 20:28the camera rotates around a large stack of vintage television showing different different programs 1950s Sci-Fi movies
111. 20:37horror movies news static a 1970s sitcom inside a New York City Museum Gallery so the camera's panning but it's s it's panning really
112. 20:51slow but you got horror there's horror there's horror there's maybe a sitcom that's crazy this is crazy people
113. 21:09good Jank something for us to feel nostalgic about later exactly I'm telling you the reason I'm going live is
114. 21:17this is the first thing I've seen in 2024 that starts to feel like 2024 is going to get really weird because this is now getting I mean I I
115. 21:28would I would consider that janky enough that it definitely looks AI but a lot of this other stuff doesn't Sora is able to
116. 21:36generate complex scenes with multiple characters specific types of motion and accurate details of the subject and
117. 21:44background the model understands not only what the user has asked for in The Prompt but also how those things exist
118. 21:51in the real world all right don't know how they're doing that look at this the the dust looks a little
119. 22:01fake but like you'd have to be looking hard at it but the terrain looks real there's a little bit of physics weirdness in the
120. 22:13the the car sort of going around the corner weird but that's pretty [ __ ] crazy this is Reflections in the window
121. 22:25of a train traveling through Tokyo sub look at the reflection of the woman when they go past a building watch this right here
122. 22:34right there holy [ __ ] that looks like real footage to me that you could absolutely pass off for real
123. 22:51footage that reflection right there you could absolutely pass that off pass that off as real footage it makes me wonder
124. 22:57if they picked up Google Maps content it's pretty good yeah I I honestly don't know I'm assuming they're using some
125. 23:04sort of diffusion technology which if they are it's not they're not 3D mapping stuff I don't think but I I have no [ __ ] idea people good
126. 23:15Lord a drone camera circles around a beautiful historic church built on a rocky outcropping on the Amalfi
127. 23:23Coast The View showcases historical and magnificent oh wait there's more architecture details and tiered Pathways and patios waves are seen
128. 23:35crashing against the shore several distant people are seen walking and enjoying Vistas on patios I mean just as it's panning all
129. 23:47of these people are staying coherent they're not morphing into one another they're not turning into weirdness that
130. 23:53thing isn't turning into some weird penis shape well it already is but not more explicitly makes me wonder oh
131. 24:03yeah if they picked up the Google thing I don't think so reference libraries I yeah who knows I I mean it looks like so this is
132. 24:12a large red octopus is seen resting on the bottom of the ocean floor blending into the Sandy Rocky terrain its
133. 24:21tentacles are so let's just look at the weirdness here the crab's got a little octopus flowiness to him but like let's look at the octopus
134. 24:34the the legs seem pretty coherent they're oh yeah they're not quite an anatomically they have like suckers on both sides of the leg rather
135. 24:44than just on the bottom and the the suckers right here kind of animate along the leg right wait where is it right there they did
136. 24:54it right there see how they just zipped around the leg but holy crap holy crap this is good like this is
137. 25:06close a flock of paper air Flames fluts through a dense jungle weaving around trees as if they were migrating birds 20 seconds of
138. 25:20this it's happening it is happening Danielle wow that looks real yeah this is okay so if you're new here there's
139. 25:26not a ton of people here not a ton of new people but what we're looking at is open AI there you go Danielle got it open.com Sora is this
140. 25:37site um let me check something here CU I am at work could you please share a sample of the higher level output yep okay got it got
141. 25:55that okay that's something I got to pay attention to all right love the way you share new technology thank you very much I
142. 26:07appreciate it no this is exciting we're going to need a larger hard drive we certainly are I mean listen with the current state of video
143. 26:23technology you actually have to work pretty hard to get it to be not janky enough to be able to tell a story
144. 26:34this but like like like this Step Up in quality means that way more people are going to be able to tell video stories than could
145. 26:45before cuz right now you still have to be a decently accomplished video Storyteller to understand how to edit
146. 26:53around shitty shitty content okay that's weird and janky oh yeah her her arm just turned into a pillow look at her head just goes and
147. 27:07then her arm turns into a pillow all right that's Jank ified the the cat has a single paw turns into a double paw
148. 27:18but if you if you take out the weirdness like you could right okay after that right here you could probably cut to that see there
149. 27:28the extra arm came in all right that one that one I would redo I don't know why they use that one as an example that
150. 27:33feels like a better version of Runway but look at this look at the coherence of these birds this is crazy and look at the coherence of the
151. 27:45water normally in Runway the water's doing some weird ass thing where it's like morphing into the log or something
152. 27:51like that this must be what they're talking about where it understands the 3D relationships to the objects
153. 27:59this is absolutely amazing this is absolutely amazing that's that that is a yes who said that fly life campaign yes
154. 28:07that is the perfect description this is absolutely amazing and and like the coherence in this Dragon at this parade and the coherence of the
155. 28:21people yeah this is not like anything else we've got right now by the way this is open AI thanks thanks Danielle for putting that up hey
156. 28:31everybody all right that's that one all right the model has deep understand understanding of language enabling it to
157. 28:39accurately interpret prompts and generate compelling characters that Express vibrant emotions Sora can also
158. 28:47create multiple shots within a single generated video so they're doing editing within the video or it'll appear that it
159. 28:55would be you're editing together multiple shots within a single video that accurately persist characters and visual
160. 29:05style that line right there that actually is it free we don't know yet I well I assume it won't be free I assume this will be part of chat
161. 29:16GPT like you're going to be able to generate this kind of video I'm assuming just like you create Dolly images right
162. 29:22now inside chat GPT you'll be able to do this within it is my guess I'm speculating welcome to chat TMZ I mean if I'm filming a Purina
163. 29:37commercial other than the fact that the snow's a little weird on their nose you could get away with that if you if you had
164. 29:47to if you had to you know cut cut a shot in we want puppies in the snow because we're in Colorado I suspect this will make Puppy and red P
165. 30:01panda videos for fun I like it that's not bad all right let me go look at the other ones here this one's pretty amazing tour of a
166. 30:13Galler Gallery with many beautiful look it just cut to a different room that's within the same video wow though holy cow Dena I know
167. 30:27Master path to freedom I know crazy right all right let's look at this one there's there's one I think it's in here
168. 30:33that I saw this is remarkable notice that their legs when they're walking actually look like legs they don't look
169. 30:38like they're floating in a weird way you cut that into a movie you you tell me if someone would suspect that's AI I don't think
170. 30:50so beautiful snowy Tokyo is bustling the camera moves through the bustling City street following several people enjoying
171. 30:57the beautiful snowy weather shopping at nearby stalls gorgeous Sakura pedals are flying through the wind along with the
172. 31:08snowflakes so there's the Sakura pedals some snow falling you could totally get away with that in a movie or in a
173. 31:21video Sam Altman asked for 7 billion no retr punk Sam Altman is asking for seven trillion he's trying to raise between 5 and 7 trillion
174. 31:31dollar to to out compete Nvidia trillion pricing and access model have not been specifically mentioned no they
175. 31:43haven't uh oh let's keep going because the next thing just said something about the model's weakness that that'll be interesting to
176. 31:50hear stop motion anim animation of a flower growing out of a window sill of a Suburban House let's see see what gets weird here if
177. 32:03anything weird camera motion but like I think you can get away like that doesn't look real that looks geometrically weird
178. 32:11and the it looks like plastic rather than Pottery but damn story of A robot's life in a cyberpunk setting oh look so the prompt
179. 32:24here the story of a of a robot's life in a cyberpunk setting so this is 19 seconds there's the third scene fourth
180. 32:40scene so one two that's a weird camera move
181. 32:56three so four Cuts so it understands that you're doing a narrative and in film it's cool but we'll wait to see how it
182. 33:05looks outside of the curated results yeah yeah absolutely Pate totally agree and and there's even some things in here
183. 33:12Pate as you can imagine that are um why would they have included that so I guess I guess maybe they they're like why don't we put in four
184. 33:22things that look shitty does it talk it doesn't talk yet but we're not we're not that far from that I would I would think
185. 33:28that by the end of the year we'll have videos that have either audio behind them or even scripts written about them
186. 33:35this is an extreme closeup of a gray-haired man with a beard in his 60s in deep thought pondering the
187. 33:43history of the universe as he sits in a cafe in Paris his eyes focus on people off screen as they walk he sits
188. 33:52mostly motionless he's dressed in a wool coat yep but button- down shirt he wears a Brown Beret yep glasses and has a very
189. 34:01professional appearance yep in the end offers a subtle closed mouth Smile as if he found the answer to the meaning of
190. 34:10life let's see if he does that nope no weird smile but that's depth of field cinematic that's that's pretty [ __ ]
191. 34:25good realberg all right that's that one that looked fake beautiful silhouette animation okay it's an animation so you could argue
192. 34:37it's stylized there one wolf just turned into two there it's walking weird that's got a little Jank to
193. 34:49it this has got weird physics but it's still pretty [ __ ] cool so like all of these things are in water
194. 35:01and then you've got the surface of the water down here so like there's just weird like there's a surrealism to this
195. 35:06one which if you want it surreal this works there's the puppies all right the current model has weaknesses it may
196. 35:15struggle with accuracy of simulating the physics that's what we've noticed of a complex scene it may not understand
197. 35:22specific instances of cause and effect for example a person might take a bite out of a cookie but afterwards the
198. 35:29cookie might not have the bite mark so so um continuity errors we get those in real films
199. 35:44[Music] anyway um the model may also confuse spacial details of a prompt for example mixing up left and right May struggle
200. 35:55with precise descriptions of a events like following a specific camera trajectory all right let's go look at these scene of a person running
201. 36:09cinematic film oh weakness Sora sometimes creates physically impossible motion well it's actually that one's
202. 36:20actually kind of fun cuz it looks like he's he's on a a car that runs by you running on [Laughter] it this is this is cool that they're
203. 36:30showing the weaknesses ah okay prompt five the weakness animals or people can spontaneously appear notice that they're
204. 36:38they're all emerging out of the other puppies all right an example of inaccurate physical modeling basketball through hoop that
205. 36:53explodes yeah oh yeah that the ball just went right through the like that's pretty good up to right there actually
206. 37:02up to there you're fine there it's bad still pretty [ __ ] good good Lord okay that looks weird Sora fails to
207. 37:11model a chair as a rigid object there you go inaccurate physical interactions yep oh yeah look at the chair flying
208. 37:20around it's possessed catch it just a flesh wound simulating complex interactions between objects and multiple characters is often
209. 37:34challenging she she missed blowing out the candles I've seen that in real life before I'm like how can you not blow out candles all right
210. 37:46safety this is interesting we'll be taking several important safety steps ahead of making Sora available in open
211. 37:54ai's products so that means on the API side hopefully that means in chat GPT we're working with red te red teamers
212. 38:03domain experts in areas like misinformation hateful content and bias who will be adversarially testing the
213. 38:11model we're also building tools that detect misleading content uh such as detector classifi so that we can tell the video is generated
214. 38:19by Sor we plan to include c2p metadata in the future um in addition to us developing new techniques we're leveraging our
215. 38:30existing safety models for example once in an open AI product our text classifier will check and reject text
216. 38:39input prompts that are in violation of our usage they're already doing that we'll be engaging with poly policy makers and
217. 38:48Educators and then here's that one's got some weird physics going on and some weird biology does he walk around
218. 38:58that yeah he just kind of walked through that shutter all right that one's weird that one is actually really
219. 39:11good cute the water looks a little a ie that's not how they move their feet but still cute that's cute
220. 39:27dog taking a selfie okay the seagull was weird okay that's weird uncanny valley
221. 39:42that's that's not bad but it's got weird contrast that's weird that's weird
222. 39:58that's a little weird that's pretty good H wow the scales are funny reality bending yeah crazy crazy all right
223. 40:12research techniques it's a diffusion model which generates video by starting off with one that looks like static
224. 40:18noise and gradually transform so this is the same Tech of all the image generation tools we play with cap of generating entire videos at
225. 40:27once or extending a generated video to make them longer we represent videos and images as collections of smaller units of data called
226. 40:39patches Each of which is akin to a token in GPT by unifying how we represent data we can train diffusion
227. 40:48Transformers on a wider range of visual data than was possible before spanning different durations resolutions and
228. 40:56aspects ratios so it sounds like they're breaking elements up within the image and kind of rendering them independently
229. 41:04somehow together that's weird and cool Sora Builds on past research in Di and GPT models it uses the rec captioning
230. 41:15technique from Dolly 3 which involves generating highly descriptive captions okay so they're rewriting your prompt
231. 41:23for you as a result the model will be able to follow the user's text instructions better in addition to be
232. 41:29able to generate solely let's see it serves as a foundation that can understand and simulate a real world the hell was
233. 41:41that we believe will be important milestone for achieving AGI that's a really interesting statement Sora serves
234. 41:48as a foundation for models that can understand and simulate the real world this is not just making video what
235. 41:57they're doing here Sam's Valentine Ann anniversary gift to you I guess that's it Brandon right Sora serves as a
236. 42:04foundation for models that can understand and simulate the real world a capability We Believe will be an important milestone for achieving
237. 42:15AGI yeah so imagine the model being able to understand not just the map but the the world it represents holy
238. 42:32[ __ ] yaza that's [ __ ] Bonkers it's Bonkers people it's just Bonkers just Bonkers all right I'm gonna go thank you for sharing you're
239. 42:46welcome um peace out yeah holy crap there's a lot of holy crap in there um yeah that's it open.com you can't play
240. 42:54with it yet unless you get access as a red teamer or some specialized visual creative artist um all right I'll keep paying
241. 43:06attention to this there was something else oh um I don't know if you saw it but um Google released um Gemini Pro 1.5
242. 43:17today or or announced it I don't know if they announced it or released it I've been busy um that looks like it's better
243. 43:25than Gemini I Advanced which is their Ultra 1.0 like their middle they released the middle model not the high-end model but the 1.5
244. 43:38version of it it looks quite amazing so um so I think the Google shit's going to get better quickly too
245. 43:45so the the the dominoes are starting to fall 2024 is going to get really weird people it's going to get really weird
246. 43:52really fast so hang on it's coming go back to work or go back to your siping hot cocoa whatever the hell you were
247. 44:00doing peace follow my channel damn it bye