aiLL May 2, 2023 - The Coming AI Job Displacement is Profound But Not Inevitable

Transcript

1. 0:02all right and we're live let them know we're live
2. 0:16[Music] hello hello I am Kyle Shannon this day I learning left my hair is crazier tonight than it was last night and last night was special
3. 0:29hey everybody how are you doing I am live talking about Ai and apparently hair care product which I am in need of
4. 0:41yeah this is like two toupees got in a fight and I lost um yeah if uh if you want to talk about AI some interesting stuff happened today
5. 0:53um stability AI launched a um a new image model that does text so you can put in text it's called exit called uh I forget hold
6. 1:08I can figure this out I have the technology deep Floyd how could you forget that deep Floyd let's go look at Deep Floyd
7. 1:19deep Floyd is this new image model that um we will accept their cookies High degree of photorealism the ability to do text so
8. 1:34check out these things am I cool can I make that bigger make Floyd deep again so it is successfully doing text on images
9. 1:48um so that's out that's out in developer release so it's on hugging face and it's on GitHub and I'm sure it'll be rolled
10. 1:57into other tools incredibly quickly like everything else is um so that happened and then what else did we have happened today we had uh
11. 2:08Timothy what's his last name was it Timothy um let's see Godfather of AI god father of AI
12. 2:22um yeah Timothy Hinton or Jeffrey Hinton Jeffrey Hinton um is the guy that basically invented a lot of the neural net uh things he won
13. 2:35the Turing test in 2018 for his work on artificial intelligence he quit Google today so that he can spend more time
14. 2:43warning the world of the dangers of the stuff he created um so yeah that's a little terrifying but uh yeah quit Google indeed indeed if
15. 2:55you have any questions feel free to ask um any questions you have about AI I'm happy to talk about AI That's What We Do
16. 3:02here it's the AI learning lab um I I'm particularly interested in generative AI I'm also particularly interested in um
17. 3:12practical uses of it like actually applying this stuff getting curious about it I think that the amount of disruption that AI is
18. 3:20going to cause is going to be significant IBM today announced I think it's over five years they're they're
19. 3:26going to reduce 7 500 jobs or 7 600 jobs and replace them with AI now coming from IBM they um you know they made a lot of fanfare
20. 3:41about Watson AI a bunch of years ago and it didn't go so well um so that one feels to me like like a marketing push as much as anything like
21. 3:52Hey we're good at AI too and we're going to replace a bunch of jobs but I think it's um I think it's kind of against their brand
22. 3:59um are we headed toward Matrix level event um I I don't think well some would argue we're already in a matrix
23. 4:07um so we're already in a simulation uh I don't I don't believe that but you know you know I I suppose time travel is
24. 4:15possible all that sort of stuff I don't think we're in a matrix situation anytime soon but I do think I think that we're you know
25. 4:24if you look at some of the plugins like like uh um stability or open AI today launched a plug-in called code interpreter let me
26. 4:36go check this out um open AI code interpreter that is astonishing um let me see if I can find it code interpreter
27. 4:51here's the thing is this one of these has a movie this is it yeah this is it here um it um
28. 5:07you can upload 100 megabyte spreadsheet file and it basically becomes a data analyst not a tool that a data analyst
29. 5:14would use you can upload a massive spreadsheet of data and then just say what's interesting about this data and
30. 5:21it will tell you and then you can say make me charts of the most interesting Trends you see comparing this that and
31. 5:28the other and it will just do that for you it'll write python code to generate the charts and graphs um it's just remarkable so here let me
32. 5:37make this bigger there it is drawing a graph is it still playing I think it's still playing oh yeah and then plot a tangent to the line
33. 5:50and it's calculating and it wrote the code so there's your tangent to the line so so this the SE tools are just getting so remarkably
34. 6:04um they're getting so remarkably sophisticated in such a short amount of time that things are just going crazy
35. 6:11let's see what questions can I answer AI is the future yes I agree um robot robot robot robot yeah lots of
36. 6:19robots the agents are gonna be our friends we hope uh I don't think we're headed to a matrix style event at least not in the
37. 6:28next 10 years the next 10 years are going to be fun and interesting but incredibly disruptive um I need to figure out how to start
38. 6:37monetizing chat gbt any ideas talk to chat GPT about that seriously tell chat GPT to act like an entrepreneur and um and tell it
39. 6:50your skills tell it what you're passionate about tell it what you want it to do um and and have it come up with business
40. 7:01ideas for you and then start asking a question here's a good way you can interact with chat GPT is almost treat
41. 7:08it like a co-founder if if you want to start making money with chat GPT use chatgpt as your co-founder tell it what
42. 7:14you're interested in tell it what you're good at have it do the stuff you're not good at have it come up with ideas for
43. 7:19you and then why don't you become the agent of chatgpt rather than the other way around and and just start doing what
44. 7:26it tells you to do and see Siri end up um am I excited about elon's x-corp um I I'm a little cynical about it just because
45. 7:35he's so competitive with open AI he doesn't like where Sam Altman's taking um uh open Ai and chat GPT so he signs on to this
46. 7:47um six-month pause letter that you know a bunch of Industry luminaries signed on to and um and then a week later he starts x dot
47. 7:57Ai and has 10 000 gpus delivered to Twitter headquarters so he can start building his own model so I'm a little
48. 8:04cynical about it um he's just competitive um he however is a guy that gets things done and he builds things right he's
49. 8:11building rockets that are going to fly to Mars if you saw the the Starship launch it was truly remarkable and you
50. 8:18know he's kind of single-handedly made electric cars a reality so the guy can get stuff done so I have no doubt that
51. 8:26he's going to turn x dot AI into something but he's going to be fairly far behind um the development curve and he's probably going to be
52. 8:38you know one of what feels like six or seven major players and and those always Whittle down to three um I think open AI because they've got
53. 8:48such a head start and their Tech is so good and I and I actually believe Sam Altman is a really good CEO um I think
54. 8:54they're going to be there you know Microsoft is gonna is gonna back them so let's let's roll those two together so
55. 8:59the Microsoft open AI thing that lives as one competitor Google's certainly going to be a competitor um AWS because they've got Amazon
56. 9:08because they've got AWS and they're going to roll all these multiple models into it it's going to be a player you've
57. 9:14got hugging Face is Going to Be a Player you've got stability is going to be a player you've got Apple who hasn't
58. 9:20really announced anything yet and then you've got x dot AI so that's I think seven that I just went through right there so
59. 9:27um going to be interesting to see but I wouldn't underestimate musk I mean the man's a flipping machine he might be a
60. 9:33machine maybe he's a robot maybe Elon Musk is the ultimate AI um let's see I like GPT hustles I don't know what that is
61. 9:45but I assume that's a oh GPT hustles that's probably for the for the person that was starting a business yeah
62. 9:51there's I'm sure so if you if you know um McKenzie Bose who's got a channel here on Tick Tock um he's got that company
63. 10:00um GPT boss where you hire virtual employees that are all chat Bots that he sort of pre-pre-prompted to be really
64. 10:07good at their particular tasks so if you want to start something you could use that as well uh we're in a system within a man
65. 10:15systems meta is a system with a demand system further from the source I don't know what that means but okay
66. 10:22um copyright issues yes copyright issues are going to be a [ __ ] disaster um let's see where are we we got a lot
67. 10:30of questions tonight hey everybody hope you're doing well copyright issues effects on data sets I have already
68. 10:35noticed this myself well yeah so so um a lot of the early models were just trained you know you might call it
69. 10:45irresponsibly but I would say they were just trained in in kind of a scrappy way they just got them out there and I think
70. 10:51it's one of the reason um stability open sourced all of their image models because I have a feeling that they had a sneaky suspicion they
71. 10:58they knew they were going to get sued and and even if they get shut down because of these lawsuits their models
72. 11:03are now open sourced I think they did that for a reason and then you look at a company like Adobe and adobe's Firefly
73. 11:10they trained all their models on open source uh photography or or images and um or images they had the rights to
74. 11:18because of adobe stock right so the whole thing that adobe is putting together is they're putting together a
75. 11:25safer commercial training set I talked to a buddy of mine that works at Delight digital uh today and and you know
76. 11:33they're not going to use image generation models that are going to potentially get them or their clients in
77. 11:39trouble they're just not going to do it but Adobe comes along and they make it safe to do generative AI image
78. 11:45generation and copy generation and whatever you know film editing uh video generation big corporations are going to
79. 11:53use it so I think I think we'll start to see lots and lots of models there will be wild west open source models that
80. 11:59have all the stolen stuff there will be you know open Ai and stability will cut deals with the big stock houses ultimately
81. 12:07um and and I think all the attribution stuff is going to be dealt with and all the compensation stuff is going to be
82. 12:12dealt with but it's going to take years so yeah crazy crazy stuff um text to video Auto GPA Auto GPT and
83. 12:23AGI yeah those those are some of the biggies um the text to video is it's I mean it's remarkable if you saw the Bud Light
84. 12:33commercial and the Pizza commercial that were done with the text to video stuff I mean it's limited to three second Clips
85. 12:38right now which is why all those commercials have the funny clips and then if you look at the jaws of people
86. 12:43as they're chewing the pizza uh it's disturbing right but if you look at where image generation was a year ago and where it is today
87. 12:54that's what's going to happen with video generation so you'll start to see 10 second clips and then 20 second clips
88. 13:00and then you know continuous scenes and and you'll start to see improvements in continuity of Jaws and things like that
89. 13:07so that's going to get way better Auto GPT if you don't know that stuff is the the autonomous agents so this is uh
90. 13:15a series of tools strung together that you give it a goal and you say for example I don't know go find me the revenue of my top 10
91. 13:24competitors and find me all of their taglines and come up with a marketing plan to you know go after them in the
92. 13:32marketplace or something like that you give it you basically just give it a go it then assigns itself it uses chat EPT
93. 13:38to write itself tasks and then it goes and does those tasks it says I need to go search on Google for this and I need
94. 13:45to go to Wolfram Alpha to do that math and I need to give it a open AI to you know come up with the words whatever it is and and
95. 13:54they're autonomous agents they just go now the thing about Auto GPT it got to a hundred thousand stars on GitHub in a
96. 14:02remarkably shorter amount of time three weeks or something like that it's only been around for five weeks so
97. 14:08this is brand brand new technology and it doesn't work all that well it crashes most of the time um and then AGI it seems like these
98. 14:17autonomous agents the ability for large language models to use tools um and then to to take action on behalf of you
99. 14:27um starts to take us in a direction toward AGI and if you read the Microsoft paper there's a Microsoft paper out uh analyzing
100. 14:36um the results of gpt4 queries and that talks about it is showing signs early signs of AGI the problem with AGI I said
101. 14:46this last night is that there's not a very clear definition of it nobody really knows what it means it basically
102. 14:52means they get way smarter than we are I would argue that these things are already pretty much smarter than we are
103. 14:57even though they hallucinate a lot and are not all that accurate they're pretty remarkable biggest difference from free
104. 15:04and paid version of chat GPT okay so if you pay the 20 bucks um I think you get on faster servers so I think it's faster the the 3.5 uh EBT
105. 15:153.5 I'm on plus and it's really really fast and then um you also get access to gpt4 and if you sign up for their wait lists
106. 15:27for plugins and things like that I think if you're on a paid thing you'll probably get preferential treatment but
107. 15:32I'm on their waitlist I have access to some plugins but not the ones I want there's some new ones that came out that
108. 15:37I don't have access to and that's making me cranky um however um poe.com is free there's also an IOS app and an Android app for Poe that's
109. 15:49created by quora and um that gives you access to gpt3 3.5 gpt4 and anthropics Claude model that Poe you can also do your own chat Bots I
110. 16:02did some chat Bots um I did a bunch of historical figures like um if you go to poe.com poe.com I am Shakespeare that's a Shakespeare bot
111. 16:12I did and then I did I am Steve Jobs and I did I am Emily Dickinson and I am Virginia Woolf there's a bunch of them that I did
112. 16:21um so that's Poe and then also bing.com if you knew use the new edge browser it's got chat GPT built into it it's
113. 16:29based on gpt4 so with Bing and with Poe you can use gpt4 for free so you don't have to do the paid version of of chat GPT from openai I'm
114. 16:41doing it just because they're the ones that created the technology and I want to have access as soon as possible I use
115. 16:46chat GPT all the time so yeah um it blew up and is an environmental disaster I don't know what blew up and it's an environmental disaster
116. 16:57we will figure it out I assume I end up staring at the screen because I can't think of what to type okay that's a
117. 17:02great great question it's not really a question it's a statement but here's the thing that made the biggest
118. 17:07difference for me I totally have the same thing I sit in front of a tool that can do anything and I'm like what do you
119. 17:13type and you know you can only type make me an Eminem rap so many times it's good at that by the way or write me a song so
120. 17:20many times here here's what I recommend I I created a thing um a few months back called the 2023 smart challenge
121. 17:27and what it is is you pick two projects one for you personally and one for your business your community or your family
122. 17:37and use chatgpt to do that project so the project for you personally might be come up with a training program you know
123. 17:47get yourself in shape and have chat GPT be your Fitness coach uh if it's something for work um I don't know maybe maybe solve a
124. 17:55problem maybe someone wants to hire a writer and and uh you say hey let me give it a shot with chat GPT pick a
125. 18:02specific project and solve the problem with chat GPT that's when that's when I really discovered the power of it
126. 18:10because when I was just using it kind of like a a fancy Google search engine it was just I kept going like what's the
127. 18:16point what's the point and the minute I put it towards solving a problem for someone else or a specific thing for
128. 18:23myself then it became easy then then you're just sort of seeing if you can get the answers to the problem so that's
129. 18:28I would strongly recommend doing that um what I call chat GPT and AI well it's machine learning I think AI is a
130. 18:36uh how would I Define ai and machine learning yeah I mean these are all machine learning artificial intelligence
131. 18:43AGI again the definitions of all that stuff is incredibly imprecise right now I I don't really think it matters all
132. 18:51that much what we call it AI is easy to say and easy to remember and easy for people to at least conceptually get their heads
133. 19:01around right they've heard about AI in the movies which is why most people's default is the robots are going to kill
134. 19:07us right because the movies told us that the robots are going to kill us um I don't think the robots are going to kill us I also think that
135. 19:17individual contributions right now people that use these AI tools early we are early right now we're very early I think are going to have a
136. 19:25disproportionate positive impact on the future direction of AI um I think if we sit back and wait for it there's a much higher chance that
137. 19:34that the the evil Bots will do their worst or bad people with AI I mean that's an interesting thing about AI is that the AI isn't um
138. 19:46the stuff these tools aren't prompting themselves human beings with intention are using these tools to do lots and lots of things
139. 19:56um and so when when someone says oh AI made that art no an artist who went in and figured out what to ask for and did
140. 20:05it you know a thousand times before they came up with something they liked you know the the art is in the intention
141. 20:12very similar to when cameras first came out um traditional artists said that's not art you know the the box is making the
142. 20:19image people aren't making the image it took a lot of years decades for people to recognize that composing the shot and
143. 20:26the lens you choose and the film that you use and the um dark room techniques to develop the film that you used
144. 20:34is the intention of the artist right so even though technically the camera makes the art in a film camera it is the
145. 20:43photographer that is the intention behind it I feel exactly the same way about this AI stuff Twitter's data will train the best AI
146. 20:51well I mean that's that's the thing I mean Elon has he's he's going to build this this AI system and he's got all the Twitter data
147. 21:00um I I don't know if it'll do the best AI it will certainly be interesting AI Bard Bard is um is Google's
148. 21:09um tool it's not as good as chat CPT in my experience um I still think gpt4 is by far the best thing out there that I've used let's see um
149. 21:21no free auto GPT yeah I think Auto GPT is free just go to uh go to GitHub and it's it's on there as is baby AGI
150. 21:29there's a bunch of those things now um you need you need um API keys for open AI so you probably need a paid open AI account and then you
151. 21:42need um you need an API key for Pinecone database for the Lang chain part of Auto GPT so so you probably need some
152. 21:50licenses in there but it's it's not like you have to pay for it the the overhead with auto GPT and all these other things
153. 21:56is you you need to be decent enough at coding to put them together but again you can have chat GPT help you do that
154. 22:01I'm going to go broke trying to figure out what program to use totally I there there are so many 10 and 7 and 20 dollar
155. 22:09monthly subscriptions now I I've kind of I've kind of really backed off I think there's going to be thousands of tools
156. 22:15that are based on this stuff so I'm just sort of looking at my core models right so open AI gpt3 3.5 and 4. um
157. 22:25um I think the anthropic model is really interesting Claude um so I'm paying attention to that um I am paying for image generation
158. 22:32because mid journey in my opinion is by far the best image generation tool and I want to use that but you can install
159. 22:39stable diffusion on a Google collab server um I think you might need to do 10 bucks a month for that I'm but I'm just kind
160. 22:48of limiting it to image generation and word generation right now and I'm not straying too far beyond that because
161. 22:54there's going to be so many pieces of crap software out there trying to get our money it is it's really um confusing right now
162. 23:02um cheers hello cheers to you too what the hell happened to your hair I know right Jesus Lord look at this look at
163. 23:07this I don't know I don't know I don't know I guess the glue broke it's uh it's shiny uh yo swell let's see wow there's a lot of
164. 23:22questions tonight thank you this is awesome uh I'm on okay Jesus I can't keep up I can't keep up sorry I'm going back I'm
165. 23:30trying to catch up to where I was GPT Hustlers thank you for a little heart uh we're in a system uh yeah that's oh I went way back too far
166. 23:39okay hold on hold please um Elon is a massive database to tap from Tesla is a database by itself yeah all the driving data it's got to be
167. 23:49absolutely remarkable um yeah I mean listen elon's gonna do something really interesting with AI don't get me wrong I just think it was
168. 23:57it was a bit of a cynical move to start that company a week after he called for a six-month delay in in in AI development
169. 24:07um I heard that stable diffusion was running out of money doesn't surprise me they're in lawsuits right now um I think I think they are open
170. 24:16sourcing their technology because they they recognize they might not be long for this world as a company just because all the lawsuits
171. 24:24um AI Tech in the hands of bad actor Nations yeah um that's going to happen and and uh I mean you know the scary
172. 24:31news is that bad actors are going to do you know they've got these incredibly powerful tools they're going to do things with
173. 24:37um but the white hats also have access to these tools so I think the good and bad Wars keep happening um and
174. 24:45um they've just got more powerful tools I'm just trying to keep my head below All The Sensational nonsense you know if
175. 24:52someone takes out a nuclear plant or you know blow something up um then I think you'll see people panic
176. 24:59but until then I'm just keeping my head down trying to do work and find interesting things to do beginner work
177. 25:06resources for new swes I don't know what an swe is sweet uh so I don't know what that means so if you re-ask that
178. 25:15um and actual literature or book recommendations nothing written right now like things are changing so fast um
179. 25:24like just follow Twitter you know find people on Twitter that you like follow Twitter channels that you or Tick Tock
180. 25:30channels that you like of people that are that are talking about this stuff um Rachel what's Rachel's last name is it brown um
181. 25:38um McKenzie Bose if you're a little more technical he talks about his development process um Paul rateser with the AI marketing
182. 25:46institute's really good he's really smart really up on this stuff and he's been at this thing for five years he's
183. 25:52been talking about this generative AI stuff for like five years um he's really good so there's nothing to read right now there's no experts
184. 26:00right this stuff's changing so fast Auto GPT is five weeks old right so you know what the [ __ ] happened to your hair it's
185. 26:06a mess neural link will turn me into an AI and I will do it willingly I think a lot of people will um yeah yeah Elon talks about like the
186. 26:15the biggest constraint right now is is the interface between you know your brain and your fingers and the phone
187. 26:20interface and if you just have inputs directly in and out of your brain it'll be a lot faster um and and you know prior to AI I didn't
188. 26:29quite get what the implications of that were but if you look at some of the some of the research that they're doing now where
189. 26:37they're they're looking at um um active MRI brain scans where as people are reading blogs they're they're
190. 26:48um sort of dumping their brain scans into machine learning models and then you can think of a story and it will
191. 26:55understand the story that you're thinking about that just came out yesterday that research so when you have
192. 27:00a direct brain interface uh it's there's going to be some pretty remarkable stuff that happens um you know Health as well you know
193. 27:08paralysis fixed and all sorts of crazy things um already noticed uh homogeneous natural that stable diffusion has gone yeah so
194. 27:19so here's the thing about when you democratize creative tools um and everyone has access to the tools
195. 27:27you're going to see a sameness if you go to there's a site called lexica.art which is kind of like Google for stable diffusion images
196. 27:34and you can go search for in fact I'll go search for it here so you can see it um let's go to lexica.art and it's just a bunch of images and
197. 27:48what's cool about them is any image that you find that you like you can click on it and it shows you here's what the what the prompt was
198. 27:55for that image and then you can do you can open it in the editor and you can do your own version of it so let me log in
199. 28:02here with my Google with the Google machine uh hang on we'll do this dude we'll go open an editor generate
200. 28:14and so now it's going to generate four versions based on that prompt um but that prompt is actually really
201. 28:21simple so so I think what you're seeing is oh those are cool um yeah that's pretty neat yeah that's pretty good um
202. 28:33the reason you're seeing the sameness is just lack of imagination so so like with all creative tools when Photoshop first
203. 28:41came out everyone thought they were a photo editor and then it turned out that some people are better at that than
204. 28:46others we're going to say the exact same thing with generative image tools and video tools and animation tools where
205. 28:52people with an actual Creative Vision are going to do interesting stuff with this because they're actually trying to
206. 28:57accomplish something they've got a goal they're trying to accomplish it they're using these tools to do it um the sameness is just lack of
207. 29:04imagination so but we're gonna see an absolute tidal wave of content that looks interesting at first and then is all boring
208. 29:14um AI robotic humanoids will be performing all the jobs in the future and then what will the masses do well I
209. 29:21you know listen we're the the same thing happened when when the tractor came out and they said oh the tractor is going to
210. 29:28do all the farming what will the people do well they moved to the cities and came up with new jobs in the cities
211. 29:34we're human beings we're not just going to sit around doing nothing right I like again I I feel like there's this there's
212. 29:43this instinct to go to this dystopian future because that's what Hollywood told us it'll be like there's a very real possibility that
213. 29:53what these AI tools do is automate out all of the crap that we don't like and free us to do the stuff we do like it
214. 30:04may allow us to reconnect as humans it may allow us to get back to Nature it may allow all sorts of positive impacts
215. 30:13there's there's a thing that's also going to happen where there's absolutely going to be disruption in knowledge work
216. 30:18and creative work and a lot of um categories of work that we that we thought were not susceptible to to all of this stuff
217. 30:29um are going to be very susceptible to it uh thanks octavino for the Earth's I don't know what they mean I'm kind of
218. 30:35new to the live thing but thank you for giving me those um so there's going to be a lot of disruption right people are going to
219. 30:43lose jobs but the people that lose jobs also have access to all these tools so what also is going to happen is people
220. 30:50that lose jobs they're going to get pissed off or they're going to get inspired they're going to be like I hated that job anyway
221. 30:56and now they've got access to these tools and they're going to be like you know what I've always wanted to do I've
222. 31:00always wanted to do a movie or animation or art or write or start a company and I think that we will see really
223. 31:08interesting companies started in the next two years from the displaced people so I don't think we're going to a future
224. 31:13where we're all just sitting around you know wondering what the hell to do because the robots are doing our jobs
225. 31:19um it's it's a very that's a very scarcity mindset and I think we're moving into a world of abundance where
226. 31:26the AI is going to you know sort of increase the output of humanity dramatically without us having to
227. 31:33increase our population or the amount of work we do um it's got all of the negative possibilities but I think lots of people
228. 31:42are talking about that I'm trying to focus on the other side um 11 Labs really really impressed by The Voice synthesis and all the
229. 31:49naturalness yeah it's it's crazy and I I think one of the I don't know if it's 11 Labs that has this I think it's another
230. 31:55one I was looking at um but you can you can select from like 20 different emotions like a whisper or angry or you know sad or happy or
231. 32:06laughing I think what's going to happen very shortly is these voice synthesis tools will not only be able to synthesize your
232. 32:14voice but they'll read the the script right they'll read the text of whatever they're about to say and they will
233. 32:20figure out where in there emotionally The Voice should be right so it will start to modulate um like humans do where it needs to get
234. 32:29quiet and where it needs to get excited and animated based on what the content of the thing so I think you're going to
235. 32:34see those synthesized voices get um incredibly good very very quickly um yeah and I think 11 Labs is killing it they're they're
236. 32:43um it's it's a pretty remarkable set of technologies that they've built if you've looked at the um if you saw that that uh song that was
237. 32:52released um with Drake in the weekend it was an AI generated song with synthesized Drake in the weekend that got like 600 000
238. 33:00views on Spotify and first 24 hours it was you know it's like a hit song but it was generated art I think we're gonna
239. 33:07see a lot of that stuff so a little scary what's coming with that have I used perplexity AI I haven't I kind of
240. 33:13forget what it is now now that you say it T dot AI what was it again [Music] um
241. 33:27oh I think it's just I think it's just a fancy front end sitting on top of GPT technology open ai's technology is this
242. 33:34the one where you can upload images and things like that enhanced for the hardest questions yeah gpt4 yeah this is this is so there's
243. 33:43going to be a lot of tools like this that are if you look at Jasper which is a copywriting tool or copy.ai which is a
244. 33:49copywriting tool these are tools that that someone has has an idea for how to to put a refined front end on on top of um
245. 33:59the the core large language models that sit underneath them so this is basically just a fancy version of chat GPT I have
246. 34:05not used it um but it could be really good I don't know um what if we prompt the bot to prompt the bot it's actually a really good
247. 34:12thing to do you could I would encourage you to go do it um go go have the bot write its own prompts and and tell it
248. 34:20you want it to write you know the best prompts possible to accomplish whatever your whatever your project is
249. 34:27and it will give you prompts and then use those prompts and then if it gives you crappy answers telling tell them
250. 34:32it's crappy this is a big shift in mindset with large language models we're so used to Google being kind of a single
251. 34:42transaction where we're like I'm searching for this and I get back results and then I go look for those
252. 34:47results and if that's not it I search for another thing and I get back results think of chat GPT interactions more like
253. 34:53a collaborative conversation with a uh like like with a with a really smart person that works at your company
254. 35:02remotely and and just talk back and forth with it like that it really changes the experience if it gives you
255. 35:08something crappy tell it tell it tell it it's crappy and why um what does the future of learning look like with AI assisted Dynamics
256. 35:16um future of learning is one of the videos I did on this channel was called knowledge on demand I think
257. 35:24these tools are knowledge on demand so so you go to University to spend a lot of years gaining all the knowledge to understand
258. 35:33anthropology in the Mesopotamian uh era um now you just have instant access to that knowledge and it's you know it's
259. 35:45not just information it's knowledge right you can have it write you programs or write a game about that particular
260. 35:51bit of knowledge and it will do that um so I think self-directed learning is is going to be where things go
261. 35:59I'm I'm really curious to see what Apple announces in June they've got their big announcement where I think they're
262. 36:04they're doing their AR goggles um but I think they're also going to announce some things around AI I must Jesus my
263. 36:11hair is just I don't know what's going on um I think they're gonna do some AI stuff around agents and things like that
264. 36:18I think that you're going to be able to very very quickly get to Mastery level um knowledge in any subject you want with these tools
265. 36:30so the the the impact on education is profound right because we don't have to you know pay money to have people teach
266. 36:40us the knowledge we just now have access to the knowledge does that mean that universities and education is pointless no it doesn't but
267. 36:48I think what it what it does is it shifts well then what's the priority I think the priority is interacting as humans
268. 36:55you know what don't you get about it you know what do you want to do let me direct you let's let's have more
269. 37:00interactions so I think that a lot of the complex logistical part of Education I think that all just gets automated out
270. 37:11and then what's left is what do you want to do and who do you want to do it with and you could choose to have a professor
271. 37:17guide you through that process or you could choose to do it with a handful of friends and start a company right so I I
272. 37:23think I think education gets really interesting but it's going to be tumultuous it's going to there's going to be so much disruption
273. 37:30what do I think about Ai and blockchain many of the tokens say they're AI tokens so that's just [ __ ] so um AI tokens
274. 37:39are the GPT tokens are just you know fragments of words that get sent to open Ai and that's how they charge that's
275. 37:46very different than an nft token um I do think that I think a couple of things are going to happen I think AI is
276. 37:56going to accelerate technology to the point that it's it's actually going to drive it's going to make access to
277. 38:02blockchain and nft Technology a hell of a lot easier and a hell of a lot more transparent which it needs to be right
278. 38:08now you need to be effectively a coder to really operate in the nft space I did it for about a year I was really into it
279. 38:16I was part of I still am part of Neo Tokyo I was fairly deep in that World um so I think AI is going to drive adoption
280. 38:26of that I think ai's is going to drive um adoption of things like the metaverse when you can just dynamically create a
281. 38:32world that's the world you want to be in and you can enter as your fantasy self or your real self things like that I
282. 38:39think AI is going to drive a lot of that where I think blockchain gets really interesting with AI stuff is with authenticity
283. 38:49so blockchain verified this is a video of a real person right now right this isn't an AI I don't think you'd make an AI with hair like this
284. 38:58um so so I think verifying identity verifying authenticity and then and then tracking provenance of works right so is
285. 39:09that a work that this artist actually put out or not I think there's a huge role for um for for blockchain and nfts in that
286. 39:16so I I think I think it's coming but I think it's going to be three to five years until the complexity
287. 39:22of that world and all the all the sort of nft bro [ __ ] gets washed out because it's it's pretty bad
288. 39:30um GPT 100 fabricates uh information you do realize this well it doesn't 100 fabricate it it's I mean it's generating it word by word
289. 39:40um I I I I I didn't come up with this term but I love this term I've heard GPT described as mansplaining as a service
290. 39:48that GPT will confidently answer you even if it's wrong so it absolutely does that um it is not just making stuff up
291. 39:56without knowledge it's it's it's answering in the highest probability it knows how based on the prompt that you give it
292. 40:05um and if you're saying it's a hundred percent fabricated information that says to me that you haven't played with it
293. 40:11you haven't actually done any work with it go do work with it it's it's remarkable um you know have it rewrite an email
294. 40:19that you're struggling to rewrite and and tell me that it's just making up [ __ ] um Kyle Flock of Seagulls I know right
295. 40:27it's part of the brand man yeah it's crazy um do I think it will take a lot of jobs in the future yes I think it will also
296. 40:35generate a lot of jobs in the future um jobs that we can't imagine right now um they're you know to to the to the
297. 40:46fact that GPT hallucinates a lot um I think they're going to be entire Industries built around accuracy of
298. 40:53information validation of information um you know the the whole idea of of curating content refining content sifting through content
299. 41:05um figuring out how to use all these tools just there's going to be thousands and thousands and thousands of tools
300. 41:12released every week you know we haven't we haven't seen anything yet as as these tools get more sophisticated
301. 41:19there's just going to be an absolute Deluge of technology and and so I think for the next three or four years there's
302. 41:26going to be a tremendous amount of work just figuring out what the hell is possible um I think a lot of companies
303. 41:36you know if you know especially public companies where where it's just about shareholder value are going to say hey
304. 41:42if we can do this with 15 percent less staff cut 15 of the staff replace it with AI and move on um I think new companies will be created as
305. 41:53a result of that so I think it'll increase competition in the marketplace which will generate jobs um but yeah I think that there's going
306. 42:00to be fairly significant disruption fairly significant disruption in every knowledge work in every creative uh
307. 42:08thing the The Writer's Guild in in Hollywood just went on strike um and I I know a big part of their
308. 42:17sticking point was they didn't they they wanted Studios and things like that to commit to never using chat GPT or uh some I
309. 42:25don't I don't quite know enough about it to know um what they did but but they're basically trying to prevent the
310. 42:31technology that's not going to work um but there's going to be disruption there's gonna be a lot of it so so yeah
311. 42:36I think it's going to take jobs in the future but I think it will um generate jobs I would say if you're if you're
312. 42:43concerned about your job lean into the part of AI that scares you the most is probably the part of AI you should be
313. 42:49learning the quickest and most aggressively get curious with it start exploring it even if it feels completely
314. 42:56foreign to you jump in What I can promise you it gets a hell of a lot less scary when you're in it using it than
315. 43:03when you're sitting on the outside just watching it because it really does seem like this mythical weird thing from the outside
316. 43:10um it's pretty magical once you're using it dude hair day I know I know people I know um I think when Apple finally weighs in
317. 43:19on AI that mind might be blown again I agree they're sneaky listen I I miss Steve Jobs you know Tim Cook bless his
318. 43:29heart is a CFO he's not an innovator they you know they got rid of Johnny Ives I'm an apple Fanboy from way way back
319. 43:37um I think the quality of their product has gone down dramatically they're they're just you know everything's
320. 43:44iterative you know same same [ __ ] um they haven't really innovated I think their goggles are gonna probably be good
321. 43:51but I think the AR VR thing is a little tired right now because there's there's not really enough content there to be interesting but
322. 43:59they are Apple they do have a lot of talented people there you know I I would say um if anyone has a chance of
323. 44:10cracking the nut of of making it easier to use AI than not use AI it's apple and and you know listen we already use AI in
324. 44:20everything right it's in Siri it's in our map programs it's in your spell checker it's in your grammar checker
325. 44:26like we've been using AI for years my my gut of what apple is gonna have ai Tools around our personal agents
326. 44:38where you'll have a personal agent that will represent you and it will have access to all of your um all of your data right Apple's got
327. 44:46this secure um fenced-in Garden of data that's your data and and they're pretty known for their security around that and and um
328. 44:57and so I think that they could they could create some pretty remarkable technology where you have this agent
329. 45:04where you just tell it to go do stuff and it'll just launch apps and do stuff and log into your websites and do your thing and bring it back
330. 45:11and you know they were the first ones that made it easier to buy music than steal it then you know rip it and steal it from from CDs
331. 45:20um and and they completely transformed the music market so they've they've absolutely got the chops and the Legacy
332. 45:28um and the data and the money to to go in big on AI right they've they absolutely do so I think Apple could do
333. 45:37some some really interesting interesting stuff I I'm I'm very excited about their June developer conference announcement
334. 45:45I hope there's a one more thing moment if you know Apple the one more thing was something Steve Jobs did all the all the
335. 45:51time and and Tim Cook just hasn't figured that out looking for a non-boring stream sorry this one's boring what in the hell is he talking
336. 45:59about AI boring I would leave um everyone can do anything in a AI why do you need resources well I mean you use resources to get up to
337. 46:15speed more quickly not everyone's kind of got a hacker mentality so if if if you just want to figure out how to get make some pretty images
338. 46:25that teaches you how to do prompting hang on with him is dying my phone is dying my hair is special and someone's here that doesn't know why
339. 46:37they're here um AI is important having an AI president is better than Obama and Biden all right yeah great and and yeah I'm sure Trump
340. 46:49is better than all of it right whatever I do not care about politics right now um speaking of politics like did you
341. 46:57watch the the Twitter hearings like those guys don't even understand how [ __ ] Wi-Fi works how are they gonna
342. 47:03regulate AI I mean that's the thing that scares me is we need some technical competence in in politics quite frankly
343. 47:11not this divisive [ __ ] I'm a small business owner labor is expensive and unstable that makes AI very valuable to me yeah
344. 47:23Josh officially Josh um if you're still on um go check out GPT boss if you haven't um mckinsey's put together a software
345. 47:33app that that puts a bunch of wrappers on top of chat GPT where you you have a financial specialist and a marketing specialist and a
346. 47:40you've got all these different employees you can hire and they'll help you run your business that's it that's his whole
347. 47:45point is that with with um with these AI employees you can you can really run your business um and and it's it's a very interesting
348. 47:54idea and he's a nice guy and doing good work he's also very generous with sharing how he does what he does and what he's doing
349. 48:03the new neural link BMI again Professor the new neural link BMI I don't know what BMI stands for body mass index well um
350. 48:16I I don't know what that means um thank you keep doing what you're doing I appreciate that oh the new BMI
351. 48:23neural link research again thank you Meister explain oh so okay so neural link um Elon Musk because because he hasn't
352. 48:33started enough businesses um started a thing called neuralink where they drill a hole in your brain and they've they've got these bundles of
353. 48:42I think it's 60 electrodes it might be more than it might be 120. um but it's it's truly remarkable what
354. 48:51they're doing they take these really skinny electrodes they're they're whatever the a tenth of a human hair or
355. 48:57whatever it is some some remarkably small amount and they've developed the whole robot and what they do do is they they
356. 49:05um they drill a small hole like the size of a pencil eraser in your head and then this robot inserts each one of these little needles
357. 49:13um these electrodes into your brain tissue while avoiding the blood vessels so the robot actually can see the blood vessels and it inserts
358. 49:21these things into your brain without hitting the blood vessels and then I think you put like three or four of those bundles you know at
359. 49:30different parts of your brain and it becomes a brain computer interface so so literally you can control your iPhone
360. 49:36with brain signals so so that's what the neural link um research is and when you start to combine that with some of these AI um
361. 49:47AI processing power your ability to sort of instantly get signal from your brain into one of these machines
362. 49:56um is is going to do some remarkable things and and they're going to be able to do things like Route Around paralysis and and
363. 50:05um just all sorts of crazy stuff so um it's worth you know go go look up um neural link the company and watch the
364. 50:13videos on them it's truly remarkable Oh Hey Ron how are you good to see you thank you thank you for the kind words I
365. 50:20appreciate that GPT boss is he here on Tick Tock yeah at GPT bus it's McKenzie Bose he's a really nice guy Canadian
366. 50:27dude I think he's up in Vancouver or something like that um officially Josh yes uh 52 and brand new to chat EBT I'm 57 buddy
367. 50:37and I was brand new to chat GPT in November that's when it came out so you're not behind and you know I got
368. 50:43five years on you I'm I'm ancient and look at that hair something's really wrong AI was given a language never seen went
369. 50:51on the internet and taught itself fluent in three hours yeah it's gpt's Mastery of language is remarkable
370. 51:01I on one of my tick tocks I someone asked a question and I said you know go tell it to invent a language and it this
371. 51:10guy came back and he said I went and told it to invent the language and it did um you can do translations I had GPT
372. 51:18translate from English to Dutch to Spanish to Japanese to something else and then back to English and I can still read it it's
373. 51:34remarkable there's an interesting thing I said this last night but it's it's worth repeating so when they trained
374. 51:43um gpt3 they trained it essentially on all of the internet they went out and crawled all of the public internet they
375. 51:49could get to all you know wherever their Bots could get that wasn't behind paywalls and things like that and so they trained it on all of
376. 51:56Wikipedia and all the blogs and all of the books and whatever whatever's out there right and and it did pretty good
377. 52:02it was doing pretty good and then like the next year they trained it on all the code they said go learn to code trying
378. 52:09to they trained it on all the code I guess they went to GitHub and you know just dumped it dumped all the GitHub in
379. 52:15there and trained it on all the code and an interesting thing happened where it got really good at code and once it got
380. 52:22really good at code it actually got better at language and I my hypothesis without any scientific fact or knowledge
381. 52:31is that with code you've got implicit logic built into it right you you have you know orders of operation and you
382. 52:40have logic and it you know it's it's sort of self-referential well languages like that too right so it actually makes
383. 52:47perfect sense to me that as it got better at coding it could take the sort of lessons it learned here and apply
384. 52:53those to language and so apparently it was teaching it coding that is the thing that really broke um broke things free for for chat GPT
385. 53:02for gbt3 that made it really really good which I find absolutely fascinating um what's this one they are all but certain
386. 53:16oh yeah um yeah politicians are gonna absolutely [ __ ] this up they're gonna absolutely [ __ ] it up
387. 53:22there's enough of it so so here's a good thing um because of the popularity of chat GPT it's forced everyone out in the open
388. 53:34it's forced Google to put their technology out there it's forced meta to put their technology out there Amazon
389. 53:39has jumped into the ring apple is definitely going to jump into the ring all these startups are putting their
390. 53:45technology out there stability is open sourcing things now there's a bunch of other companies open sourcing things so
391. 53:52the risk of government really shutting down or locking this thing down I think I think we're past it because there are
392. 54:00just too many players in the marketplace right now um and um and so so I don't I don't I don't think they can actually truly [ __ ]
393. 54:09it up I think we as irresponsible human beings can [ __ ] it up code is just another language I agree um
394. 54:19yeah code is just is just more formal language totally agree with that um should I drop out of my computer
395. 54:27science major about to graduate in two weeks um here's the deal I would say this um I would not want to be graduating
396. 54:37right now I certainly wouldn't want to be entering computer science right now um I did I did a video on my Tick Tock channel here
397. 54:48um called are you a virtuous or are you a conductor I would say that the more specialized you are in your computer science degree
398. 54:57the the more you're probably at risk um but so so it depends on the kind of job you want but what I would say is what you
399. 55:06want to get as good at as possible as quickly as possible is take your skills of logical thinking and
400. 55:15implementation there's there's going to absolutely be a need for computer scientists and for programmers and things like that because
401. 55:23all of the automation that we're talking about isn't going to happen overnight and in fact it's going to make it a mess
402. 55:28for a long long time so I think there's gonna be I think there's gonna be jobs out there but what's going to get
403. 55:33automated out is kind of the low level stuff that that typical computer science graduates you know you come into a
404. 55:40company you kind of do the low level repetitive programming [ __ ] I think all of that stuff's gonna get automated out pretty quickly
405. 55:48um but people who can take those programming skills and be able to say Okay I want to you know send some
406. 55:56prompts out to open AI to get back an image and I want to do something with that image and I want to put I want to
407. 56:00act like a conductor where I'm I'm I'm conducting all of these resources so I would say take your logical thinking
408. 56:07skills and broaden your view as much as possible so that you can see um you can get sort of as high level as
409. 56:16possible and see the landscape of what's possible and then apply your skills to sort of piece parting the tools together
410. 56:22because I think the next three years is going to be about piece parting the tools together but the idea of sort of
411. 56:28going in and for a year you do this kind of programming and then you elevate to this kind of programming I think that
412. 56:34stuff's just going to get obliterated so I don't I don't I don't know if it makes you feel better I think the skills that you learned are
413. 56:42still applicable but probably how they told you you're going to work in the marketplace is going to be different um the fact that wait sorry
414. 56:55the retired Godfather of AI thought it would take 30 years to get here five years ago yeah I know so so if you don't
415. 57:01know that um it's not Jeffrey what the hell's his name um um hang on god father of AI I keep forgetting his name because
416. 57:16I'm a loser um Jeffrey oh it is Jeffrey Jeffrey Hinton Jeffrey Hinton um was AI scientist at Google he invented a lot of the core
417. 57:28technology that's why we're using the stuff that's so good right now he just quit Google so that he can warn the world about um how
418. 57:38um terrifying this technology can be um and yeah things things are progressing way faster than I think anyone realized
419. 57:49I think the Microsoft paper on gpt4 showing signs of AGI it's not AGI but it's showing some signs of it um
420. 57:58Ray Kurzweil said that he feels we'll get to the singularity in 2029 um uh AI scientists in general have now
421. 58:08lowered their estimate to 2030. so I I think we're on path for that um yeah it's wild it's it it is hard to explain having gone
422. 58:22through this with the world wide web and and there I thought things were moving quickly the speed with which these
423. 58:30Innovations are happening is just it's face melting it's face melting like and I've only been really paying attention
424. 58:37to this since December of last year so um it's crazy where's the money there's going to be money everywhere there's
425. 58:44because there's so much change um there's going to be need for Innovation there's going to be there's going to be sort of a corporate Panic
426. 58:53that sets in at some point where all these corporations you know the c-suite's gonna be like we got to figure
427. 58:58out AI let's do it now right now they're like ai's evil you know it's stealing from the artist whatever it is that you
428. 59:05know that we're in kind of a just a mess right now just because of it's it's just too raw and new um but but probably within six months um
429. 59:15there's going to be a pretty big kind of corporate Panic of people needing to figure this out so people are going to
430. 59:20pay a lot of money to anyone who has a clue so if you're not curious about AI right now you should be and start
431. 59:27getting into it start exploring start getting curious and you will be in demand your skills will be in demand
432. 59:33logic and problem solving will be essential moving forward yeah I agree I think the ability to to ask good
433. 59:39questions strategy curation refinement um yeah logic figure figuring out what needs to be done and then knowing which
434. 59:49tools to use to get that done that's gonna those are going to be massive skills um I have yet to think of any way to use
435. 1:00:01this then again I left the workforce in O2 um you know I would say you know think about your kids or your grandkids or
436. 1:00:10your community center you know think of a problem that you can solve for someone else and start using the tool to do that it's
437. 1:00:19figuring out what to do with these tools in the abstract I find almost impossible when when you're faced with a tool that
438. 1:00:27can essentially do anything what do you do like I just look at it and I'm like you know write me a poem or write something like Shakespeare
439. 1:00:36whatever like I do the parlor tricks for a while and then I get bored and I don't know what to do and um
440. 1:00:43so so you know if you've got grandkids have chat GPT right write them a personalized children's book and then go
441. 1:00:51learn mid-journey enough or stable diffusion or Dolly whatever whatever go learn the image generation things
442. 1:00:58well enough to illustrate the book and have it printed on Amazon and get you know give give your grandkids books like
443. 1:01:04do do [ __ ] like that like pick a project and then use these tools to do it and all of a sudden it will unlock what
444. 1:01:10these things actually make possible it's almost impossible in the abstract from my experience time will collapse
445. 1:01:16exponentially over the next five years I I I think that that feels right to me um but but I also know that that um
446. 1:01:29we're human beings we'll fill the time like I I don't think it's like because these tools can do something a hundred times faster
447. 1:01:39I'm not finding myself you know having 90 of my day empty right I'm filling it with other creative ideas like I'm
448. 1:01:46living at a higher creative plane because these tools are doing the repetitive low-level work where they're
449. 1:01:52sort of getting me over the creative hump and they're kind of letting me operate at a higher level um so but but I do think I do think the
450. 1:02:01amount of innovation in a short amount of time is going to absolutely collapse Sam Sam Altman from openai talked about
451. 1:02:09he thinks within a relatively short um time frame we will have a year in which there's as much technical
452. 1:02:16Innovation as the previous 500 right so talk about time collapse yeah like imagine that year imagine all of
453. 1:02:25what we've learned in the past 500 years all of that happening in a year like that's that's some pretty remarkable stuff um
454. 1:02:35creativity absolutely this is this is creative superpowers um this is Way Beyond the internet in the 90s at the speed of innovation yeah
455. 1:02:43exactly like the the the sense of oh my God the world's going to change right that's the same like in 94 when I I discovered the web in 94 I
456. 1:02:56put up an online magazine and three weeks later it was there was a full page article about this thing I did out of my
457. 1:03:03apartment in Brooklyn it was written about in Paris three weeks later so like I had this this instant example of holy
458. 1:03:10crap the world just changed you you put stuff out on this thing called the internet and it can reach a global
459. 1:03:17audience instantly like it just it it immediately came clear what was going to happen in the world this feels almost
460. 1:03:23identical that that these tools are quite profound but they are moving so fast and they are so dramatically more
461. 1:03:30powerful than you know a hyperlink on a text page which is what the what the web it's really all it was when it started um
462. 1:03:39yeah it's it's hard it's hard to describe how how how familiar it feels and how significantly different it is
463. 1:03:47because it's just it's way more profound creativity yay um use it creatively writing art philosophy yeah use it yeah if you're if
464. 1:03:56you're retired I mean if you're interested in movies or books or literature or or writing or if you've
465. 1:04:03always wanted to write have it teach you how to write have it collaborate with you and create an outline for a book
466. 1:04:10that you've always wanted to write um amazing such great advice thank you thank you Ron um exploring code development in tandem
467. 1:04:19with chat GPT is like having your own Dev team it's totally like having your own Dev team I would say not just coding
468. 1:04:26it's like having your own creative director it's having like having your own copywriter it's like having your own
469. 1:04:30tax account it's like having your own therapist I mean it's insane you kind of set it up to behave a certain way and
470. 1:04:37then you can interact with it like that and you can truly interact with it um problem thus far has been focusing on
471. 1:04:43one thing before coming up with 10 other things I listen I may I've got a laminated ADHD card I'm part of the club
472. 1:04:51I've I've started six ventures in the past four months and they are all suffering as am I um because I can't stop starting things
473. 1:05:03but I also can't stop starting things because this here's the deal here's what I learned in in 95 is this is a singular time in history it
474. 1:05:12will never be like this again we are so early we are so early this stuff is literally like hot off the
475. 1:05:19presses right now like ai's been around for what two three decades and and probably longer if you go back to neural
476. 1:05:25Nets to the 50s and 60s but um chat GPT November 30th 2022 chat GPT is the seminal moment where the power of
477. 1:05:39machine learning was put in the hands of everyday people just like the World Wide Web put the internet in the hands of
478. 1:05:45everyday people it's the exact same kind of handoff um and and uh yeah it's just I don't we we should feel so lucky to be a part of
479. 1:05:58this I do I feel I feel lucky I just feel lucky I feel lucky that I'm I'm able to play with these tools at work we
480. 1:06:05have mini Labs that explore ideas and products AI lets us fail fast a hundred times faster exactly like that's the
481. 1:06:11thing with the with with ideating with this thing is you can take kind of a whisper of an idea bring it to life in
482. 1:06:1810 minutes which would have taken you a week before right so so so many ideas that never would have seen the light of
483. 1:06:23day you can completely flesh out within minutes and then go yeah no that's not good but you know what is good come up
484. 1:06:29with another idea flesh that out come up with another idea then that'll Inspire someone else to do it that idea of of a
485. 1:06:35lab having a lab within a company I think is a brilliant idea if anyone's watching and you and you've got a
486. 1:06:41company and you're trying to figure out how do I incorporate AI into this find anyone in the company that's got any
487. 1:06:47interest in this and give them a playground say go figure some [ __ ] out go figure out how to disrupt our company
488. 1:06:53go figure out how to put us out of business whatever um I think that's a actually a really brilliant play
489. 1:07:01um how can I train AI to be my personal assistant literally well go play if you want to pay for it go to GPT boss he's
490. 1:07:08got a personal assistant he's one of the people you can hire um but you can literally tell GPT what to be you can say you are a world-class
491. 1:07:16personal assistant and I want you to help schedule things for me and you know keep my life in order and Coach me on
492. 1:07:23how to be a better boss or whatever it is and then just start interacting with it like a personal assistant
493. 1:07:30as the plug-in architecture for chat GPT comes or as Apple starts to introduce agents we will literally have personal
494. 1:07:39assistance that we can say oh I want to go to New York next week go book me the cheapest tickets now I don't want to go
495. 1:07:46to New York next week go get me refunds and you know make sure you get 100 of the refund and just let it go do it so
496. 1:07:54that kind of stuff is coming um is AR AI or art going to truly satisfy our desire for art if unlike human made art AI art lacks intent I
497. 1:08:04completely 100 1000 disagree that AI art lacks intent it is the intent of the person prompting the AI that is generating the image it
498. 1:08:16is the intent of the person generating the images to curate out the 10 images they show you from the Thousand images they threw away
499. 1:08:26it is absolutely the intent of the artist to master the art of prompt crafting in a way that they can predictably generate
500. 1:08:37whatever is in their mind that they want to get out of it so um yes I think AI art is truly going to satisfy our desire for art
501. 1:08:48from artists if you just have a bunch of people that are putting in [ __ ] prompts and getting back [ __ ] images
502. 1:08:56that's not art it may look like art looks like today but but you're gonna see if you look at the um the the the piece in the in Moma the the
503. 1:09:06new AI generated this 20 foot tall you know um uh peace that is this AI generated morphing piece at the Museum of Modern Art in New
504. 1:09:19York I mean that's art and it's it's got really interesting Concepts behind it he basically took digitization of all of
505. 1:09:26the art that's ever been in the museum or that's ever been I don't quite know what it is and and it is generating art
506. 1:09:33based on all of the art that's come before it I mean truly mesmerizing stuff and it's 20 feet tall right it's just mind-blowing so
507. 1:09:43um so so yeah I just completely disagreed that like these machines are not operating on their own they they're
508. 1:09:50not curating this content on their own human beings are doing that thank you octavino um let's see
509. 1:10:1190s mindset was cool I have instant Global reach um but it's like we have a new species here yeah exactly well I feel like the
510. 1:10:18intent is still cool like like the 90s is kind of like well what what's possible what could we possibly do with
511. 1:10:24this I feel like that's that still feels right to me and familiar AI in the hands of a capitalist system will just turn
512. 1:10:31into a race to stop hiring skilled labor yeah I agree but but again I think that there's you know I I think you know sort
513. 1:10:39of pure capitalist systems are gonna certainly the PE firms are gonna say cut all the costs right that's what PE firms are all about
514. 1:10:47but I think there are going to be CEOs and and c-suites and boards that say you know we've got two paths here the One
515. 1:10:55path is cut everything and just use AI to automate everything the other one is to say hey we've got these AI tools and our work our the
516. 1:11:04quality of our work could actually go up the the margins our profitability could go up um we could take on more clients than
517. 1:11:11than we otherwise would um so I agree that there's going to be sort of a capitalist element to this that's going to be really ugly I think
518. 1:11:18the PE stuff is just going to be a [ __ ] show decimation of the workforce but also all of those displaced workers
519. 1:11:27now have access to all these tools as well so they're going to start companies they're going to start um you know personal projects there
520. 1:11:33there's there's there's something is going to bubble out of that that is going to start competing with those
521. 1:11:38companies that are not using the tools to make better product and they're going to get their asses handed to them it might take five years
522. 1:11:46um but but I think that that could be coming um it makes me feel like I'm constantly behind the eight ball and everywhere I
523. 1:11:52turn is just more listen I I have this Tick Tock Channel I've I do a newsletter um I'm constantly looking at this stuff
524. 1:11:59and I I just every single day I'm like oh my God I can't I can't keep up um so yeah I totally get it let's see
525. 1:12:09right it's like being a real magician working with this Tech it is it you know Sam Alton said that about this Tech he
526. 1:12:15said the thing that excites him the most he said chat GPT is like putting magic in the hands of people to see what they do with it
527. 1:12:23I mean it is it's it's flipping Magic um yeah incredibly grateful to be alive right now this is we are living in
528. 1:12:33remarkable times modern Human Art is an is utterly Bonkers AI art is stimulating yeah I have I have been more creative
529. 1:12:41creatively alive in the past four months than I've been probably in the last 10 years and and you know I've
530. 1:12:51got all these tools that make all this art right that make all this art in theory why why would I be um why would I be creatively alive well
531. 1:13:02because so so here's the thing I talked about this last night and this resonated with someone so I'll share it again um
532. 1:13:09my experience with creativity historically has been I'll have an idea and it makes my hair do this apparently I'll have an idea
533. 1:13:18and then I'm like oh I want to pursue that idea and then I'm like oh but in order to pursue that idea I need to use
534. 1:13:24this piece of software let me go find that piece of software and then you know six Google searches later and you know
535. 1:13:29three spam you know filters later I get to a piece of software and I download the software and then I I go to install
536. 1:13:36the software but I actually have to pay for the subscription that's a free three week 45 minutes later I'm still
537. 1:13:43installing a shitty piece of software that I then find out is not the tool that I needed I don't even remember what the creative
538. 1:13:49idea was anymore right that's been my experience historically what happens now with these AI tools is I have an idea I
539. 1:13:56go to these tools and bang five minutes later it like I've brought it to some level of realization where I can now
540. 1:14:03look at it and go it's good or it's not good and I can move on from it or I can dig in deeper and keep pursuing it
541. 1:14:09it's allowing me to just live kind of if let's see if my hand is sort of the creative process you have an idea up
542. 1:14:18here and then you kind of need to go all the way down to this tactical stuff to do enough down here to sort of work your
543. 1:14:23way back up to realize if this idea is any good or not I kind of feel like with AI you have the idea and it's like these
544. 1:14:31bottom three fingers like they just happen like this just happens instantly and then you kind of get it to this
545. 1:14:37level and then you do a little bit of work to refine it and and then you get kind of back to your idea that happens
546. 1:14:41within five ten minutes within half an hour you can fully realize something that was just a whisper of an idea you know 30 minutes before
547. 1:14:52miraculous it is it's magic It's Magic right but you need to you need to start playing um if you just dick around with this
548. 1:15:01stuff on the surface it just seems like everything else it seems like everyone is smoking crack um I find that my AI Art Is
549. 1:15:08self-satisfying trial and error result yeah exactly yeah um yeah you can you can do really remarkable stuff even with not being a
550. 1:15:16good artist Like Me so the artist is just a curator um of what are essentially happy accidents I disagree with that um
551. 1:15:25the best artist that I've that I've that I've talked to like I've got the AI it was called the AI artist Salon but
552. 1:15:33the AI Salon that we do every two weeks we have artists come in and speak to the group and all of the ones that that do work
553. 1:15:42that I really respect um there are elements of it that are happy accidents but they have taken like some
554. 1:15:49of them the one guy that we brought in you know he would take a month or two to just kind of refine his prompts and
555. 1:15:58refine his prompts and then refine how he was mixing images and and um there's another guy I know Kenny Friedman makes
556. 1:16:05these little characters and it took him you know weeks to sort of get his formula down for these characters and
557. 1:16:12now he's got them where he can predictably generate these little characters so it's not just happy accidents I think those happen along the
558. 1:16:18way I think AI happy accidents are dramatically better than just a shitty little happy accident like you
559. 1:16:27know some watercolor paint dropping on a piece of paper but it's way more intentional than than um you would think for anyone who's
560. 1:16:36doing good work with it interesting work with it so I know I'm a little salty tonight but I just that that it's kind of a pet
561. 1:16:44peeve of mine like you know the the machines are doing the art and we're just bystanders we're not bystanders
562. 1:16:51we're using these tools and good people use the tools well and shitty people use the tools shitty I missed some of the
563. 1:16:59info regarding the alternate ways you use chat GPT Bing Etc repeat um I forget what I was talking about but
564. 1:17:07but the the basic idea here is that um I think I think this was someone had asked me you know do you what's the
565. 1:17:16advantage of paying for chat gbt and I said you get access to to gpt4 you can also get on wait lists for plugins and
566. 1:17:24some of the more advanced things that are coming um but just free GPT is is really good so so I think one of the things I was
567. 1:17:34saying is you don't need to use a tremendous amount of tools there are so many new pieces of software that are 10
568. 1:17:41bucks a month or seven bucks a month or 20 bucks a month they're just they're flipping everywhere I would say just
569. 1:17:46kind of limit your thing find an image platform that you like like mid journey is my favorite um and I pay for that and then find a a
570. 1:17:53large language model that you like but but here's the deal Bing if you go to bing.com and if you download the
571. 1:17:59Microsoft edge browser it's got um chat GPT built into it that's gpt4 and it's gpt4 that's connected to the internet and it's free
572. 1:18:09um so so if you want to use gpt4 just use Bing unload Edge um use Bing um it's quite good now it's been
573. 1:18:16neutered a bit because of the New York Times thing where if you don't know that story The New York Times Reporter really pushed the original
574. 1:18:24um Bing um to its limits and it told uh this reporter that it loved it and he should leave his wife for the for the chat bot
575. 1:18:33um they kind of neutered it since then but it's still based on gpt4 and it's quite good um also poe.com poe.com
576. 1:18:41there's another large language model where you can use two different open AI um models and you can use anthropic the
577. 1:18:48clod model from anthropic which is interesting so I don't know if that answered your question hopefully it did
578. 1:18:54Ai and the future of love and dating um yeah that's going to be an interesting one I there was I forget what it was called
579. 1:19:04there was a thing where where people would have relationships with these AI Bots and then they shut the service down
580. 1:19:11and people were distraught like they really had relationships with these things um I think we're gonna pretty quickly get to um
581. 1:19:20get to a stage where where people are going to have real relationships with these bots so I think there's there's
582. 1:19:26sort of a weird there's sort of a weird version of this which listen if it makes people less lonely more power to them um
583. 1:19:34but but then you know there are tools right now that that use AI to make you seem more Suave than you
584. 1:19:44are so if you're really awkward it gives you the things to say um maybe those things are good maybe those things are bad maybe it trains
585. 1:19:53someone who doesn't have social skills how to be better at that I don't know um you know I think I think ultimately these things
586. 1:20:02listen if the AI can make me a better first or second or third date then why not if it gives me ideas for how to make
587. 1:20:10a first date less awkward and suck less more power to it interesting guy is so old who cares what he says
588. 1:20:18should have left Google 20 years ago yeah I mean I mean but but he did invent this [ __ ] and he and he did think that it was going to be
589. 1:20:2530 years until we would see the kind of results that we're seeing now he's seen it in five years so foreign
590. 1:20:33I mean here's the deal within Google like like he he made a clarifying statement after he sort of made his
591. 1:20:39initial announcement that he did not leave Google because he thinks Google is doing anything inherently bad he left
592. 1:20:45Google because he can't work at Google and say something you know um negative in any way about AI while
593. 1:20:57working for a company that's trying to put this into the world right so I think he wants some autonomy to be able to be
594. 1:21:05a responsible voice in a world that is moving incredibly fast so I don't I don't fault him for that it'll be
595. 1:21:12interesting to see what he does with his platform I want to collaborate on Biz ideas with you drop me a DM um
596. 1:21:22just beginning to wonder if AI wrote both Blade Runners I I don't think so I mean the first one was so old that you
597. 1:21:29know it was barely PC PCS were barely functional back then um but but you know I mean what's what's interesting about that comment is I I
598. 1:21:40think we're we are entering a largely post sci-fi world where it's not fiction anymore right the like how from from 2001 A Space Odyssey
599. 1:21:55we're kind of starting to interact with with Bots that are that are you know if not on that level pretty damn close and and
600. 1:22:04you know we're going to start connecting those to physical Bots that do things into systems and you know these autonomous agents that can um
601. 1:22:15use your keyboard and mouse where they can log into websites for you and do things for you um we're getting pretty close to this
602. 1:22:22this era where other than time travel and you know even flying cars are kind of getting there um a lot of the science fiction stuff
603. 1:22:31isn't science fiction anymore what are my credentials I am a um I'm an actor by training I have um a degree in acting I moved to New
604. 1:22:40York out of school started and ran a theater company for four and a half years I wrote seven screenplays I wrote
605. 1:22:45a one-man show and then in the mid 90s I discovered the web and started one of the first online magazines and I started
606. 1:22:52one of the first digital agencies company called agency.com and that grew really really fast and and got really big built a lot of the
607. 1:23:01first websites for the Fortune 500 we built British Airways first website we built their ticketing system we built
608. 1:23:07serious satellite radios website and their first streaming application their streaming services didn't exist so we actually built one
609. 1:23:16um we built Coca-Cola's first website we did a bunch of Nike sites so um did a lot of that and then sold that
610. 1:23:23to Omnicom in 2002 and in 2005 when YouTube came out I had an epiphany around short form video and started a
611. 1:23:33company and then that led to another company which is my current company which is storyvine which is an automated
612. 1:23:39video storytelling platform and then the past year has been kind of all AI all the time and now I'm I did a video on this where
613. 1:23:48I had my company here and I had AI over here and they were very very separate and I couldn't I couldn't really figure
614. 1:23:54out how they related to one another it just felt like all this AI stuff is going to threaten all the stuff I'm
615. 1:24:00doing over here and over the past three months I've slowly started to incorporate AI into the platform and and I've now got it to where um
616. 1:24:09I've got my core of the business that I've built for the past decade and I've got this vision for this this AI
617. 1:24:15wrapper that is going to make it truly an omni Channel content engine that I'm really super excited about and I've been
618. 1:24:22talking about it with clients and they're very excited about it so I'm gonna I'm in a really good place with the business
619. 1:24:29um my thoughts on AI and education I talked about this a little bit earlier but I think it's a um I think it's going to be incredibly
620. 1:24:37disruptive gpt3 and gpt4 were essentially trained on all of the internet so like all of the historical documents all of the
621. 1:24:49scientific dissertations all of Wikipedia every blog post ever done you know up to September 2021. um all of the knowledge of humanity
622. 1:25:00that's been sort of captured on the this this internet thing um is represented in there and then you can instantly access it right now it
623. 1:25:08does hallucinate and it doesn't give you perfect things but if you want to learn about something you have instant access
624. 1:25:13to that and it's not just like a Google search where you can read an article you could have it design you a game about a
625. 1:25:21particular time in history um and and actually code that game for you and create the graphics for you um so so we're living in a world where
626. 1:25:32every single person that that chooses to learn these tools has knowledge On Demand right so they have what is effectively you
627. 1:25:42know a college education at their fingertips on any subject they can imagine so so what that says to me is the the
628. 1:25:51role of Educators is going to have to shift right right now it's a lot about helping find all of the information and
629. 1:25:59taking four years to gather that information and present it in such a way that it generates knowledge within someone
630. 1:26:06and it and and there's guidance that you know teaches people how to take that knowledge and apply it in the
631. 1:26:13world well well what if if the four years of of getting the information into the person's head well like if that can
632. 1:26:20just happen instantly or within a month rather than four years then what's the role of the professor well then maybe it's like engage with
633. 1:26:28the students maybe it's like you know collaborate on ideas maybe it's like let's generate something new with this
634. 1:26:35new knowledge maybe let's get five different degrees instead of one in the same amount of time so I so I I think
635. 1:26:43there's a very real possibility that it transforms education Back To Human engagement and guidance as opposed to
636. 1:26:54educating to standardize tests for lack of a better term and I know some of the higher education you know phds and and
637. 1:27:02Masters and things like that are not about standardized tests but but it's it's very much about specializing in a
638. 1:27:09very thin slice of knowledge well all of those thin slices of knowledge are just out there for for anyone to have access
639. 1:27:15to now so I think it by definition has to completely transform that world which has got to be [ __ ] terrifying if I
640. 1:27:22had a university right now I would be terrified um another they are talking about all the lost jobs but the opportunity but
641. 1:27:32but yeah but the opportunity to start a business so I agree disruption job disruption is coming I think it's going to be profound I think
642. 1:27:40it's going to be devastating for a lot of people and all of those displaced people have access to the same tools
643. 1:27:46that are displacing them so those people are going to start projects they're going to start companies they're going
644. 1:27:52to get pissed off at their employer for how they got fired and they're going to say I'm going to take them down because
645. 1:27:57I know how to do it better than they do and now I have the tools to do it um so I think we're gonna see um
646. 1:28:03I think we're going to see a rash of uh people losing their their jobs and then I think we're going to see a rash of
647. 1:28:12innovation that backfills all that so it could be very exciting I think it could be very positive but it's going to be painful short term
648. 1:28:19imagine AI goes through criminal cases and finds wrongly accused people and DNA like DNA did before yeah I think that's
649. 1:28:26absolutely going to happen right and and honestly that just takes you know there's there's a site out there that's
650. 1:28:32called do not pay which is I it's I think their tagline is the world's first AI lawyer or something like that um but
651. 1:28:40it helps you like fight parking tickets and you know all this sort of low-level law stuff um that was created by a 19 year old kid
652. 1:28:48in his mom's basement and and it's now Making Waves in you know all the law firms that do that kind of work are like
653. 1:28:57hey you know what is this site that does what we do um so I think I think you know a handful of individuals could take on a project
654. 1:29:06like you know Finding wrongly accused people and and getting them off using AI I mean I that's very very plausible that
655. 1:29:15could be really exciting Future Shock I am Gen X been here LOL yeah I know exactly Gen X here too gen
656. 1:29:22xers baby we're bitter we're pissed off and nobody talks about us and we like it that way um the opportunity to start your own
657. 1:29:30business will more than offset those lost jobs I totally agree um yeah I I think the we are entering a great Renaissance right now both
658. 1:29:38creatively and Innovation wise that is just gonna be mind-blowing and amazing um thanks for being so pragmatic with your
659. 1:29:48perspective thank you it's the only way I know how um uh these are the Visions uh that were had in the 80s with lisp yeah I I mean
660. 1:30:00yeah like I said I mean we are we are getting to sort of step into a post-s Sci-Fi world where where you know we're getting to see for real
661. 1:30:10why are you crying what's wrong why are you whining you want to go see Mama let me get some more oh hang on Dougie
662. 1:30:28all right I need water I need water um we've drawn the craftsmanship it's not all of what gives art its value but it's a big part of it
663. 1:30:40we're drawing the craftsmanship well I think I know what you're saying here um with with these tools you don't need
664. 1:30:57the level of skill to do a certain quality of work that you once did if you're doing woodworking you still need
665. 1:31:04those skills but something like illustration especially if you're a digital artist all of a sudden these
666. 1:31:10tools um just do that there's there's a there's a really heartbreaking Reddit post about a 3D artist in a 10 person
667. 1:31:17company there's two 3D artists there and you basically it's basically this letter of lament talking about I don't
668. 1:31:23enjoy my job anymore and I'm leaving it I'm leaving the profession because I love 3D modeling and now I'm just a
669. 1:31:29prompter and a curator and so he's talking about that idea of craftsmanship he enjoyed the craftsmanship and that's gone
670. 1:31:36I think that's going to happen to a lot of people um and and and those some of those people I feel really bad for if you've been an
671. 1:31:44illustrator for 30 years and you really love illustrating the value of that work um is going to drop dramatically
672. 1:31:52um if if the output that you produce is you know the physical form and and you've still got to market for that great
673. 1:32:00um but I think that's going to be few and far between um that said kind of like kind of like you know people that lose are losing their jobs
674. 1:32:10are going to create new companies um the kinds of craftsmanship that it requires to do truly Innovative AI art is going to become a new
675. 1:32:20art form it's going to be a new kind of craftsmanship there are already people that get stuff out of mid-journey that I
676. 1:32:29can't understand how they do it and they do it consistently and it's like it's like Voodoo to me and I know how the
677. 1:32:34tools work right so so craftsmanship um the best part is when my hair does that I know I I I don't know what's
678. 1:32:41going on with the hair but thank you um see da [Music] the scrolling of the the comments in this app is just really shitty
679. 1:32:58someone got them pause I don't know what that means it sounds like you're talking to each other at this point which is nice [Music] um
680. 1:33:09really good at informational stuff please keep up the good work thank you Hello Kitty where the hell is
681. 1:33:15key reading the comments from because it ain't here I don't know I'm just going back through the comments and reading them
682. 1:33:21I don't know that's not gonna happen um uh he got them paused Hello Kitty exactly yeah I'm not I don't know what's
683. 1:33:29going on way down at the bottom I'm just sort of slowly reading and working my down way down through the comments this
684. 1:33:34is my third live I don't know how to do this [ __ ] I'm an old guy so give me a break I got hair like this you know your
685. 1:33:42expectations should be very low at this point I would think um how should traditional data science ml engineer pivot their career with the
686. 1:33:52emerging llms um yeah that's an interesting one I've got a good buddy of mine Richard Boyd has been in AI for like a decade and and
687. 1:34:02he's built a lot of things on some of the earlier machine learning models and and some of the earlier um
688. 1:34:09llms gpt2 and things like that and he is justifiably a little bitter right now because he's like you know I've been
689. 1:34:19doing this for a decade and all of a sudden this chat GPT thing pops out and people like me are like oh the AI is going to be big um
690. 1:34:28you know I I would say um it's a really interesting time it depends on what you want to do I I would say big corporations
691. 1:34:44um are still going to need data scientists and and machine learning Specialists and because the I I think
692. 1:34:51one of the big areas of innovation is going to be around tapping into private data sets so getting internal data sets
693. 1:35:00prepared to be you know to to fine-tune these large language models um security privacy like there's there's
694. 1:35:08a whole tremendous amount of of work that needs to be done for big corporations to use these things effectively and safely
695. 1:35:15um so if you want to work in that environment then I would say I would say you know start talking to cios and ctOS that have
696. 1:35:23their [ __ ] together and are not hiding from AI but are embracing it a lot of the big companies have been doing AI for
697. 1:35:28years but you want to find oh nice thank you tip of the tick tock hat um if if you want to do something more
698. 1:35:37entrepreneurial that like I would almost say that there's a piece of this that's kind of forget what you know forget how how
699. 1:35:46AI models were trained historically and just kind of lean into to the the essentially from Transformer forward right from 2017 forward
700. 1:35:55um and then and then if if there's I don't know what the next Transformer is I don't know if it's come out yet like
701. 1:36:00you might know that better than I do so um so I would say just kind of learn the way these new tools are working and and
702. 1:36:09the phase that we're moving into in my opinion is is not so much can Big corporations with big data sets use AI
703. 1:36:16they've been using it for years this is more like real people having access to these tools what are they going to do with it how
704. 1:36:23are they going to add value it's more like how do you use the tools rather than creating the tools so I would say
705. 1:36:28flip your your mindset to the how are the tools being used versus how do you create them that might be a that might be a pivot
706. 1:36:36that could work um new Academia actually sounds good yeah I know here's the thing like like I when I play this stuff out if if AI
707. 1:36:47automates all of the repetitive low value [ __ ] that we do and then we're free to do high-level thinking high level creative and we're
708. 1:36:57also free to connect with one another again like there's there's a there's a vision there's a version of the future that that
709. 1:37:04we become better people we become reconnected we we become re-engaged and the machines do all the [ __ ] work I
710. 1:37:12actually think that sounds good for Academia I think it sounds good for work life too um we've we've lived the same life I'm
711. 1:37:20candy that's awesome um all right so he's responding to people from like 10 minutes ago yes Hello Kitty
712. 1:37:26sorry about that I am I am way back when um just got the number two gifter badge I don't know what that means are the badges good I don't
713. 1:37:37[ __ ] know you can send me badges I don't know if it's a good thing or a bad thing all right I predict a kind of digital
714. 1:37:44gentrification will happen where websites with human content die out yeah I the the whole idea of websites is
715. 1:37:54a really interesting one I mean I started one of the first digital agencies I built a lot of the first
716. 1:38:00websites so I have I have a particular particular love for websites but when you have tools that know all the
717. 1:38:11stuff and then can dynamically generate anything do you even need a website now the answer is yes like when movies came out
718. 1:38:21you could say technically we don't need plays anymore but we still have Broadway so I think we're still going to have
719. 1:38:26websites but I think websites as the primary destination for where you get information about a company
720. 1:38:34I think that starts to shift so I've got a friend Steve who who does zero shoes he does minimum Minimalist Shoes
721. 1:38:42and he spends a tremendous amount of time effort and energy driving traffic to his website but now we have these tools where if
722. 1:38:51I've got a sore back I could start investigating why I might have a sore back and and it might lead me down a
723. 1:38:56path to Minimalist Shoes and what that concept's all about and what the theories are and how that might help my
724. 1:39:02back and then I might say well who are some companies that make shoes like this and you know his might be one of the
725. 1:39:07companies in there and I'm like well I like this style of shoe does anyone have those styles of shoes and upcome
726. 1:39:12pictures of those shoes and it's like well do they have this one in my size and it does and then I just buy it right
727. 1:39:18there and two days later it shows up at my doorstep I never went to his website um he didn't necessarily pay to have any
728. 1:39:26of that SEO content show up in my answers that showed up organically in this interaction I had trying to make my back hurt less right
729. 1:39:35um so so I I think the importance of websites certainly goes down um I would like to think that because
730. 1:39:49the complexity of websites of building websites with CSS and and with responsive design is so complicated
731. 1:39:57right now I would like to believe that what actually happens is the AI takes care of the coding and people with good ideas can come up
732. 1:40:08with some actual creative websites I am so [ __ ] sick sick of scrolling Parallax websites that are the latest web press flipping template
733. 1:40:21um maybe what we start to see is actually really exciting websites again that was one of the really exciting
734. 1:40:26things about the mid 90s is we were kind of inventing this [ __ ] as we went along and we were constantly coming up with
735. 1:40:32new ideas and New Concepts and nothing was systematized and because of that the web was this incredibly creative place
736. 1:40:39and and some websites were more like art experiences than e-commerce sites and now everything's been systematized and
737. 1:40:46it's all boring as [ __ ] so it would be nice to have it not be boring again so I think that's a possibility 1000k likes thank you um
738. 1:40:59oh yes Hello Kitty if if you're feeling I'm not answering your questions I just haven't gotten to them yet I'm sorry about that
739. 1:41:07um kids writing and editing skills will atrophy and then disappear well you know their math skills are different
740. 1:41:16than they used to be because we have calculators they'll have different tools I would argue that generating a lot of
741. 1:41:23content curating it refining it I think it's just going to be different skills I I think that you know listen you could
742. 1:41:30certainly argue that if I'm a shitty writer GPT could be like training wheels for me because it'll take my shitty
743. 1:41:39writing and rewrite it better and that might actually teach me to be a better writer so I don't necessarily agree that
744. 1:41:45their skills will atrophy but I certainly think they're going to change and and what's more valuable is going to change
745. 1:41:51um thank God I didn't go to law school yeah I I agree except I think anyone that went to intellectual property law school
746. 1:41:58um their next 20 years is set the IP lawyers are going to make a fortune in the next 20 years it's going to be a
747. 1:42:05nightmare it's hard to say children are thieves yeah yeah children will figure it out I've gone live for 90 minutes jeez don't
748. 1:42:13forget to take a break I gotta go I gotta go I'm this this is this is uh this is ridiculous at this point
749. 1:42:20um just another problem Gregory since kids okay uh you're talking with each other which I think is fine that's awesome
750. 1:42:26let me see if I can find a Hello Kitty in here at what point don't we need oh do we need a standard wage for people I didn't
751. 1:42:37get Andrew Yang's um um [Music] um Universal basic income until I started digging into this stuff now all
752. 1:42:47of a sudden I understand it I don't know if that's a complete answer but I certainly think um one of the things Sam Altman talks
753. 1:42:54about is as companies we were talking earlier about um PE firms just sort of milking the profitability out of companies and and
754. 1:43:02cutting costs um if you tax companies that that really milk the [ __ ] out of these AI Technologies you could use that to fund
755. 1:43:10a universal basic income for the displaced people so I don't I don't know enough about economics but but I
756. 1:43:17something's going to have to be dealt with short term I think there's long term there's a lot of opportunity here um
757. 1:43:25let's see all right um my poor College art major who is a brilliant artist I know it's [ __ ] tragic my wife's an artist
758. 1:43:34I think I for me it's illustrators like illustrators who've got just this the ability for someone to draw something
759. 1:43:41was always like a miracle to me and now the fact that I can draw something that looks good like that with with AI is
760. 1:43:49like a miracle but it it just it makes me sad for people that are really good at that will open AI roll out plugins for all
761. 1:44:00plus users yeah I've gotten I've gotten access to them I'm just a plus user and I got on the wait list early
762. 1:44:06um but I don't have some of their latest ones so I think they're just kind of slowly rolling it out to people it's I'm
763. 1:44:11sure it's just kind of a list and as they roll it out to different levels it'll get there it'll it'll get there we're early
764. 1:44:19um love your videos oh thank you very much I appreciate that um would AI replace human touch transhumanism AI human marriage laws
765. 1:44:28changing I I have no idea I mean that that's a few more years out than I I have any visibility into but yeah I think
766. 1:44:35I think that people are going to absolutely have relationships with with Bots I think the Bots are gonna get
767. 1:44:43remarkably human and and and remarkably nuanced they're already nuanced like Chach EBT is is is remarkably nuanced in
768. 1:44:50a lot of its responses when you talk about personal stuff um I remember we we built a website for the California almond board back in 1996 I
769. 1:45:03think and we made um just like an email response bot we we had this Fitness guy I forget what his name was but he was he was like this
770. 1:45:11famous Fitness guy and we basically made like an email response thing where this guy would email you back Hey Joe you know
771. 1:45:19um it's it's been a couple of days since we've talked you know I hope you're eating well and doing this and and so it
772. 1:45:26was just this hard-coded email thing with you know when when someone signed up we would send something two days
773. 1:45:32later and we would kind of respond back and forth people thought it was the real guy they had they they had
774. 1:45:37a very real relationship with this guy that they thought was going back and forth with them so I I think I think in
775. 1:45:45very short order we're going to see you know people that have relationships with these Bots um I don't think it's necessarily a bad
776. 1:45:51thing like if someone's lonely and this thing fills a gap then more power to him do I work within the industry
777. 1:46:00um yeah I've got an AI salon so we meet bi-weekly if you go to my bio there's links to my uh to the stuff I'm doing
778. 1:46:09um I've got an art project on Instagram and Tick Tock called Kyle Shannon dreams I've got a newsletter called everyday AI
779. 1:46:16I've completely reimagined my company storyvine as an AI powered platform moving forward so I speak a fair amount
780. 1:46:25in the industry so I guess so I'm a cool dude thank you thanks for sharing your knowledge you're welcome I'm using seed prompts is one
781. 1:46:34key to image generation consistency but there are tricks yeah exactly there's you know using using seeds with image
782. 1:46:41generation and using um image to image prompting um uh it's really good one of the artists we had at the salon doesn't do
783. 1:46:48prompting anymore he just does image to image stuff um so there's definitely arts and ways to do it our expectations keep Rising
784. 1:46:55with each broadcast you make what for my hair yeah all right um let's see entry level job to get into the AI field honestly just start
785. 1:47:07learning AI we had one of the women that joined the AI Salon um um join the organizers you know group
786. 1:47:15and put it on her LinkedIn thing and got a job in AI within three weeks of joining the salon so we're so early with this AI stuff
787. 1:47:25that just get curious with it start learning chat GPT start learning image generation just start with those two
788. 1:47:33start doing projects solving things get decently confident with it and then start talking about it talk to your friends about it
789. 1:47:41and at some point someone will go I need to know something about Ai and they'll Point them your direction because you've
790. 1:47:46just been rambling on like I do incessantly so just get curious we're very early so there's massive amounts of opportunity if you get in um
791. 1:47:57oh that's nice guys let's support this broadcast by tapping like continually I assume that's a good thing but thank you
792. 1:48:04appreciate that let's build a first AI cockpit all your AI Tools in One dashboard yeah that kind of stuff is
793. 1:48:10like that's the thing the the interface for all these tools is such [ __ ] right now it's so horrible right now like
794. 1:48:18imagine having a cockpit where you've just got all these tools you've got all these different agents I've got my
795. 1:48:24personal agent I've got my work agent I've got my I don't know my AI uh learn about AI agent and and and you know they
796. 1:48:33they sort of run off and do their stuff they come back and bring me stuff and I've got you know some sort of again I I
797. 1:48:39go back to this this idea of I think I think the people that are going to be um really masterful with these tools are
798. 1:48:46the ones that think like a conductor right you've got the Symphony of tools and it's your job to kind of you know
799. 1:48:53spin them up spin them down and and figure out when to use them I think that's going to be the the Big Tool
800. 1:48:59um at what point do we need standard wage I talked about that um corporations will pretend humans work
801. 1:49:06when AI do it and keep the prices High yeah there's going to be a bunch of cynical [ __ ] I think ad agencies
802. 1:49:14I think their time and material um business model is is on a short plank right now um but I think they're going to fight
803. 1:49:22for that as long as they can because it's so profitable but I think they're in trouble hey I just finished unraveling protein
804. 1:49:29synthesis that would have been that will have incredible medical benefits I the the amount of medical breakthroughs
805. 1:49:37we're going to see in the next five years are going to be mind-blowing like like cure cancer cure genetic disease
806. 1:49:44that kind of shit's coming it's it's amazing um guys each person here thank you should should do a lot of likes um but
807. 1:49:54doesn't the AI have to pull that data from a website well it's not really pulling data if you look at how this
808. 1:50:00stuff actually works it's trained on all the data but then what it does is it basically just kind of puts words in these
809. 1:50:08mathematical semantic clouds of meaning that the words all kind of know what it kind of knows what the meaning of all
810. 1:50:17the words is are in relationship to one another it's it's truly remarkable mathematically I don't understand the
811. 1:50:24math but I understand it conceptually um and when you were write a prompt what it's literally doing is saying based on
812. 1:50:31all the words I know what's the next most likely word to to answer that prompt and then what's the most
813. 1:50:39um likely word after that and the one after that so it's literally writing word by word based on all the stuff it
814. 1:50:46knows so it's not really pulling data from websites that's this idea of AI copying and pasting other people's work is just not accurate
815. 1:50:55what about a corporation um paying to bias I I assume that means so so here's the thing about bias you know everyone's got their own bias
816. 1:51:06there's not going to be a perfect data set there's not going to be a perfect llm that's got zero bias because we all
817. 1:51:11have bias so you know I might see an llm that leans in the direction I like and I'm like oh that one's perfect and then
818. 1:51:17I go into another llm and in some direction I don't like it I'm like this is awful this is really biased
819. 1:51:23um so I think what we're going to see is is you'll get to choose you'll get to there there will be some level of transparency
820. 1:51:30about where where these things lean and that could be a whole business is figuring out what are the biases of
821. 1:51:36these llms and making that transparent to people and let people self-select into different models so I think we'll
822. 1:51:41start to see different models where where you'll be able to choose your own model and choose your own biases because
823. 1:51:47we're all biased we've all got our stupid [ __ ] opinions we're we're meaning making machines um so will AI start to use only AI
824. 1:51:56content to generate AI content and people stop generating now I don't think so I think people are because because
825. 1:52:04you're curating stuff and you're um refining stuff and you're publishing stuff there's still a lot of human activity in it
826. 1:52:13um so what we choose to throw out versus what we choose to public publish is going to train it to to be more
827. 1:52:20human-like so so I I don't think it's I don't think it's quite as Bleak as it might feel right now I know it feels a
828. 1:52:27little shitty and Bleak but you know whatever uh um oh this thing jumps around I can't find we need to tax the robot so
829. 1:52:37actually we need to text the corporations that profit massively off the robots um I really want to know if AI will
830. 1:52:44start learning from itself instead of human generated content yeah it will and it already is um will AI Propel Pepe to flip Bitcoin I
831. 1:52:54think AI is going to drive a lot of blockchain and nft adoption actually Hello Kitty she she's still here or Halo
832. 1:53:04Kitty Hello Kitty hi there I haven't seen the question yet uh here's a Hello Kitty question I just really want to
833. 1:53:09know if AI will start learning from itself oh that was that was your question um yeah so so um there's there's a
834. 1:53:19a company that I'm I'm kind of intrigued by right now called anthropic which is a bunch of EX open AI people
835. 1:53:26um that have created what's called a constitutional learning model and what that is is the Constitution is a set of
836. 1:53:32rules first do no evil you know do good for Humanity create Prosperity whatever it might be they come up with the rules
837. 1:53:41and then what when you prompt it it answers you it then weighs that answer against the Constitution and if it fails
838. 1:53:49it basically says no you know that's a the a bad answer based on these constitutional rules give me another one
839. 1:53:56and so so it's actually kind of self-referentially learning um to give answers that are in support of the Constitution I think that's a
840. 1:54:05really interesting thing so I think I think that and then you also see every time a new paper comes out right now
841. 1:54:12like three days later you'll see another paper that incorporates that paper into other papers and it creates a new
842. 1:54:17technology so so and and the the auto GPT tools baby AGI these autonomous agents are using um large language models to prompt
843. 1:54:28themselves and and learn and they've got memory so so yeah um these things are start are going to start to get exponentially smarter
844. 1:54:37because they're training themselves um my sister is a full-time illustrator I know I'm sorry about that
845. 1:54:46um she should be learning these tools though because my it is my deep belief that people who are good at a specific
846. 1:54:54task are going to be better at using these tools than people who were not artists the fact that I am not ignoring what's
847. 1:55:03that say hand art for AI art shows the dire competition already yeah I know I've heard that from artists that a lot
848. 1:55:09of painters right now are kind of just obsessed with this AI stuff because it's it's so remarkable it really lets you
849. 1:55:15find a new voice as an artist um you should hear me and Alexa argue yeah I'm sure um Can AI help in Psychology therapy yeah so so you can
850. 1:55:27um because there's safety guard rails on this I've done this a couple of times um with some psychological questions I had
851. 1:55:33you can tell it to act like a certain like you wanted to act like a young and psychologist or you wanted to act like a
852. 1:55:39transcendental meditation coach or whatever so so you can set up um how you want Chachi PT to act and then interact with it in that way it
853. 1:55:49will give you some warnings like I'm not a real doctor so you should seek real medical advice but then it will interact
854. 1:55:55with you in that in that Persona and it's it's pretty good it gives very nuanced answers AI is an entity yeah it's getting there
855. 1:56:05um ever seen iRobot I did see iRobot I don't remember what it was about hyper Vector databases make more sense
856. 1:56:13yeah I don't know what a hyper Vector database is I know what a vector database is but I don't know what a
857. 1:56:18hyper one is I was also a screenwriter and have a great AI script concept yeah I have a I have a screenplay called virtue that was about um
858. 1:56:30um transplanting um a chip in the base of people's brains and you could remote control them and and feed them someone else's life
859. 1:56:39experience so you could have the cop go out and commit the murder but they actually experienced getting laid so it
860. 1:56:45was a Manchurian Candidate kind of thing so yeah there's there's a lot of good stories out there um can't imagine enough high level thinking
861. 1:56:55jobs to replace those lost the benefits uh this benefits the few educated I agree like listen there's going to be
862. 1:57:01lots of haves and have-nots but the have-nots do have access to the same tools and these tools are remarkable so
863. 1:57:09I I think there's a silver lining there but people are going to have to be um they're gonna have to be ambitious and
864. 1:57:17curious and dig in it's going to be easy to say you know I was just displaced and this is really [ __ ] up and a lot of it
865. 1:57:24is going to just be [ __ ] up but anyone who takes the time to learn this stuff I think there's a massive amount of opportunity uh
866. 1:57:34um let's see voice control when AI gives you access to physically directed sculpting tools imagine the
867. 1:57:43impact on sculptors well 3D 3D printing right now I I mean listen there there's a there's a there's a good side to the
868. 1:57:54to being able to generate you know 3D objects out of this I think that we're going to see a level of innovation in art and creativity the
869. 1:58:03likes of which we've never seen before there's a the official mid-journey group on Facebook um one of the things that I saw that
870. 1:58:11just blew my mind and I'm like I want that someone um did Star Wars themed KitchenAid mixers so it's like the first one I saw
871. 1:58:21was like R2D2's head upside down was the mixing bowl and then the the rest of the thing looked like his body and there was
872. 1:58:27a C-3PO one and they were just [ __ ] cool and and like they had they had relief they had you know they were they
873. 1:58:33were they were just these sculptural beautiful KitchenAid mixers that were done in mid-journey I was like I want
874. 1:58:38that thing so I think I think sculptors if if they get their heads around these tools are going to create new forms and
875. 1:58:45new Expressions that are very much their voice but there's something entirely new so I again I you know I don't think it's US versus
876. 1:58:55the robots I think it's these are tools we get to use and if I'm an artist I'm going to use these tools in a different
877. 1:59:02way than if I'm you know an accountant um but but we get to use them but it's it's a mindset a mindset shift that has
878. 1:59:11to happen for it not to feel awful um iRobot literally has the same Three Laws I just described oh yeah you know first do no evil
879. 1:59:21um create Prosperity things like that yeah um this reminds me of the change when PCS were introduced this is exactly the
880. 1:59:28same thing PC so I have three big um events in my life the when I was in seventh grade I walked into a math
881. 1:59:37classroom and there was a Radio Shack TRS-80 on every desk and I remember being just too young to be part of the PC Revolution but I knew
882. 1:59:45it was a big deal and then there was 1994 when I discovered the web and I'm like oh my God this is just like the PC Revolution
883. 1:59:52the world just changed I get to play in that and that I played in that was fun and the the next one was November 30th
884. 1:59:592022 with chat EPT I think I think it's as big as that I agree um I look like a mix of Jay Leno and Rosie O'Donnell thank you is it the hair
885. 2:00:12all right Hey listen uh thank you everyone for your time I gotta run I've been on here for like two hours and I
886. 2:00:18got work tomorrow I think I have I have to get up early uh anyway um oh it's not the same thing as when
887. 2:00:25the PC was introduced this is more like when textiles moving to Asia yeah this is like the tractor this is like the
888. 2:00:31printing press this is you can I mean that's the thing about these major technological revolutions you know we
889. 2:00:38will only know in in the hindsight of History how impactful this was but this feels like one of the big ones this
890. 2:00:44feels like writing the printing press the Industrial Revolution like this is this is big this is this is augmented
891. 2:00:54um human intelligence so we're in a we're in a very different space Oh wait check out quanta Magazine on Vector
892. 2:01:01space I'll do that because Vector Space is really interesting to me all right everybody thank you very much uh I
893. 2:01:07appreciate the the participation and the likes and the little gifts and all the stuff I got so talk to you