aiLL 5/7/23 - I Turn 58 Years Old and Chat About The Wild World of AI

Transcript

1. 0:08please hey hey it's Kyle Shannon with the AI learning lab
2. 0:23there is something special going on with the hair today I look like I've been hanging out with a Tesla coil
3. 0:30so if you have joined my live welcome uh I kind of like chatting about AI stuff uh I can't seem to keep away from it it's Sunday night
4. 0:42what is it nine o'clock here in Denver and uh if you have any questions about AI jump in ask any questions I'll do my
5. 0:49best to answer them if I can't answer them I'll either make stuff up like chat GPT or I'll tell you I don't know
6. 0:56and uh I'm happy to show things I'm happy to talk about things um it was a big week let me pop up some everyday AI this is my newsletter
7. 1:11and what were some of the big stories uh open ai's code interpreter I think was the biggest one that's why we put it first
8. 1:20um bing.com is now open to everyone you don't need to be on the wait list anymore so if you want to use gpt4 and
9. 1:29if you want gpt4 that's connected to the internet go to bing.com download the edge browser and uh yeah you're you're Off to the Races um
10. 1:40there's been a tremendous amount of progress in the open source Community um really remarkable stuff there's a new
11. 1:49open source model that can do 65 000 tokens so what that means to human beings is you can paste up to 48 000 words into a prompt
12. 2:03um so so one one of the uh one of the guys put in as the prompt the entire text of The Great Gatsby and then it
13. 2:11then then just said write an epilogue to The Great Gatsby and it did um so yeah so if you've got questions about AI
14. 2:20um put them in the chat uh looks like we've got a bunch of people here you're probably not going to hang around I'm
15. 2:24just an old guy sitting around talking about AI crap on a Sunday night but if you have questions about AI let me know
16. 2:31um so big big moves for the open AI Community there was also if you didn't see it there was a leak from a Google
17. 2:36employee there was an internal Google memo uh that basically talked about um we have no moat I think I have a link to it here
18. 2:47um hang on let me see if I can get the focus to go better yeah there we go um Google has no mo basically what they're saying is that the um
19. 2:58the open source Community is doing for a hundred dollars what it took Google 10 10 million dollars to do and what it
20. 3:06took open AI five million dollars to do um they're not the open source models aren't quite there but they're basically
21. 3:13taking really small large language models and fine-tuning them in such a way that they're getting essentially
22. 3:19similar results as Google's barred which is arguably as good as chat GPT um but uh but yeah so um so that's another thing going on
23. 3:31that's just wild and what else do we have here there's cool video search tool open AI uh Sam Altman said this week
24. 3:41that he thinks they need to raise they being open AI need to raise 100 billion dollars to get to AGI which sounds
25. 3:51absolutely insane but they've already raised 10 billion dollars from Microsoft so they just need another 90. so if you
26. 3:58have a spare 90 billion dollars give Sam Altman a call sounds like he could use it um if I want to use chatgpt4 without
27. 4:07being forced to use Bing are there Alternatives I'm pretty sure Microsoft is not forcing anyone to use Bing
28. 4:16um you can use the edge browser which has a little um being chat button and it gives you a sidebar that that's cheap GPT for but it
29. 4:26sounds like you think that Microsoft is the evil empire which I do too but quite frankly they've been acting more like a
30. 4:32startup in the past six months than uh than anyone else um so um you know I feel like they're innovating on a level uh beyond what
31. 4:45Apple's doing like apple hasn't innovated since Steve Job died Steve Jobs died in my opinion um but yes if you want to use um
32. 4:56gpt4 without being forced to use Bing there's a couple of uh places you can go to poe.com poe.com I think they limited
33. 5:06if you're not doing their paid thing they limit it to maybe 10 searches a day um or you know 10 10 queries a day
34. 5:16um if you pay open AI 20 bucks a month for GPT plus then you get access to to gpt4 and I think there's probably some others but
35. 5:29those are the ones that I know about so um feel free to um yeah to go like you know pay 20 bucks a month and just use it on on open AI site
36. 5:41that's what I do like I don't use Bing not because I think they're the evil empire I'm actually kind of impressed
37. 5:46with them lately I I I'm really enjoying the Glee that their CEO is taking in [ __ ] with Google it's really hilarious
38. 5:56um it's free with pin yeah exactly so if you want it for free go use Bing um do you think AI can streamline pen
39. 6:03testing and when will it replace traditional pen testers in the future um yeah I think I think especially when
40. 6:10you when you start to look at things like Auto GPT and baby AGI um sorry I can't get my my little my chair is knocking into my little
41. 6:21tripod this is my man it's hard live casting is hard people um what's the question uh oh pen testing um yeah I think when you look at things
42. 6:34like Auto GPT that that um are using large language models to prompt itself and take actions that's kind of the perfect thing to do pen
43. 6:43testing right you know do pen testing you know on this particular um server and and just have at it um I have a funny story about pen
44. 6:53testing so we were we were doing a security audit I think it was with Pfizer it's one of the big Pharma companies I forget who it was but um
45. 7:02we had this pen tester guy and he asked for credentials for our server and and he was in India so the time was
46. 7:13was all messed up and and so this was like it just kept happening in 24-hour chunks where we would give him the
47. 7:19password and then 24 hours later we would discover that he couldn't get in that the password didn't work and this
48. 7:26happened like three times in a row and then we're finally like well let's just get on the phone with this guy like what the
49. 7:33hell is going on here and what happened was he he would um he would log into the system and then he would run a script that
50. 7:46um automatically changed the password or something like that and then the password wouldn't work anymore so so we told him
51. 7:56um you know don't run that script before you log in so you know you can't make this stuff up so the guy that was
52. 8:05running the pen testing was incompetent this was where a major Pharma company and we had to figure out why he couldn't log into his own
53. 8:12to into our system it was absolutely ridiculous so yeah uh from my experience I think AI is going to do better at pen
54. 8:19testing I think it'll be very good for it actually and if if you're if you're in that world I mean I would say dive in
55. 8:25start looking at Auto GPT and those all of those autonomous agents there's probably a dozen of them out there now um
56. 8:33all right so so what I do here is I just sort of scroll through the um the comments kind of from the top down
57. 8:41so if you're adding comments at the bottom I won't be able to see them for a while so and if if you think I'm not
58. 8:47answering your question it's just really because I haven't quite scrolled down to it yet all right this is uh the yeah I learned you know
59. 8:56this is the AI learning lab I'm not drunk I promise um I'm Kyle Shannon if you want to subscribe to my lives you can I don't
60. 9:05know why you would but Tick Tock told me I can turn that feature on and I did so now you can subscribe and you get
61. 9:12special little banners you can do and I don't know what else you can do you know I'm not an influencer especially with that hair
62. 9:22um but best resource to learn about more about AI um well find people that you trust on on YouTube and Tick Tock actually Tick Tock
63. 9:32seems to be kicking the [ __ ] out of uh out of LinkedIn in terms of business content for me lately like I'm I'm
64. 9:38learning more from for me it's kind of tick tock Twitter like following people I trust on Twitter and YouTube or the big three
65. 9:47um where I learn about this stuff anyone who's teaching a course in AI or they're like I'm an expert in Ai and
66. 9:53I'll teach you everything you need to know run run like you're on fire from them don't nobody's an expert right now this stuff
67. 10:02is changing so fast it's crazy um I do uh this newsletter everyday AI with um Greg mushin who's an xxpedia product
68. 10:12guy so we put out a weekly email that that you know sort of covers all the big stuff the small stuff you know
69. 10:20interesting tweets eye candy things like that um so so that's another good way to do it there's other good
70. 10:26um there's other good newsletters out there um Rachel Brown's a good tick talker who's who's really really tight
71. 10:33with keeping you up to speed on stuff she's really good so I would encourage you to follow her you can follow me
72. 10:40um I try to I try to keep everyone up to up to date but this stuff's moving fast and don't feel like you're behind
73. 10:46because it's this is all very very new um I use Linux so Edge is not an option yeah so um if you were the one that was
74. 10:54asking about being forced to use Microsoft you can go to bing.com but I would say just if you don't want to
75. 11:00support Microsoft then just go to open AI I use both Googles and gpt4 yep I do too oh I don't know I don't sorry I don't
76. 11:09use Google's I don't use bard um I haven't found it to be all that useful um and I don't I don't want to use lots
77. 11:15and lots of tools but it but it doesn't matter if it works for you that's great um okay um I'm 73 what do you think is going to
78. 11:25happen to society in the next 25 years without AI hell I don't know what's going to happen in the next year
79. 11:31um well it's it's funny I so I was on a panel um a few weeks ago and on the panel I said you know when I experience what
80. 11:43I recognize that the World Wide Web is going to be a really big deal in 1994 like I discovered this thing I put an
81. 11:50online magazine up and within three three weeks of publishing it there was a full page article written about this magazine I put up
82. 12:01um in Paris um so so I kind of experienced um how big a deal the internet was very early I had a big Epiphany about it and
83. 12:12I think that AI this is like the next big thing this is I feel like this is the second time in my life I've gotten
84. 12:17to sit at the precipice of one of these things and I feel really lucky about that the difference between then and now is
85. 12:24with with the web I could kind of see okay um geography collapses and time collapses right you've got instant
86. 12:32access to everything and it doesn't matter where you are in the world right and from that you could kind of see what
87. 12:38the future looked like you could kind of look 10 years down the road and there was a really clear picture of it I don't
88. 12:43I don't have that with AI because the what these tools do is so profound and it's going to so up and everything from knowledge work to
89. 12:55creative work to um the complexity of work to the complexity of software all of this stuff is going to be upended and and I can't
90. 13:04really look at it so I said this on a on a panel I was on and a friend of mine my nose is running like crazy um
91. 13:12I am not doing coke if you think I'm doing coke it's funny every time I see someone scratch their nose I'm like yeah cocaine ah okay um
92. 13:23so I said I said I couldn't see what the future looked like with the say I stuff and a buddy of mine reached out a guy I
93. 13:28really respect and he said he's been thinking about a lot and he's got kids that are like 10 and 12 or something like that
94. 13:36he said I've been trying to think about what I have them study in school and he said if I look five years out I can't see it but but I
95. 13:44went 30 years out and he said here's what I think it's going to be here's what I think AI is going to do he said
96. 13:53the entire world right now is run on incredibly complex systems that some of them are complex by Design like health insurance certainly in
97. 14:04America is complex by Design right the more complex they make it the less you can actually get them to pay you because
98. 14:11they've make it there's so many you know Hoops to jump through paying your taxes is incredibly collect you know complex
99. 14:18buying a house buying a car refinancing your house um everything is is incredibly complicated and there's whole Industries built on
100. 14:30them dealing with the complexity he said imagine a world 25 30 50 years out where all the complexity is gone
101. 14:39where everyone has access to the best accountant in the world like right now all the tax loopholes just go to the
102. 14:47rich because the best accountants in the world read all of the really complicated tax codes and they figure out all of the
103. 14:54ways that you can move money around and put things in the Cayman Islands and all that [ __ ] they do well imagine when
104. 15:00you could just have an autonomous agent an AI agent do that for you and I was like holy [ __ ] I said that changes
105. 15:06everything like that would change the tax code because all of a sudden their revenue would plummet because everyone's
106. 15:14using the tax loopholes right and so so they they would obviously fix some of those tax loopholes um but I think there's something about
107. 15:22that I think there's something about AI is going to help us remove the complexity of the systems that the entire world's been built on
108. 15:32um and and it's what I'm really excited about with with that vision of the future is that it allows us as humans to kind of return to
109. 15:40Being Human not being cogs in a machine but you know just being human and reconnecting and being self-expressed
110. 15:49and all that sort of stuff so that's a possibility you know or it kills us all [Laughter] ah it's never a dull moment here at the
111. 16:00AI learning lab all right opening igpt4 is also available for developers by request I have requested developer access to gpt4
112. 16:10for months and I don't have it so if you know a secret let me know um I also don't have access to the
113. 16:17browser plugin for chatgpt I also don't have access to code interpreter so if anyone is on here from openai give me
114. 16:25access damn it I deserve it it's called the AI learning lab I talk about open AI all the time like um it's like like it's
115. 16:32like I'm an apple Fanboy but for open AI you should give me access to this stuff right tap that screen if you think I should
116. 16:39have access to all the goodies because I'll tell you about them all right no one's tapping the screen fine don't tap the screen um
117. 16:51thank you very much being able to practically use this [ __ ] is the hard part being able to practically use this [ __ ] is the hard
118. 17:00part well yes and no okay so here's been my experience with it if I just sit down at my computer with Chachi PT in front of me or even even
119. 17:11some of these image models I don't know what to do it's like I'm staring at the blank screen right it's like because it can do so much
120. 17:21I tend to do like a little parlor trick like I'll have it write a poem or I'll have it explain quantum physics like I'm a five-year-old
121. 17:28so here's the trick that I found and I I think this can help you is rather than think about what can I do with chatgpt
122. 17:37um pick a project and and you can make up a project pick a project either for yourself or for someone else ideally for someone else
123. 17:45so maybe it's a community group maybe it's your work um maybe at work people have been bitching about how
124. 17:53the marketing isn't working anymore you could say you know what can I try and experiment can I create a marketing plan for you I'm learning
125. 18:02about all these AI tools and I've heard that it can write marketing plans like do something for someone else a specific
126. 18:09project and if you use chat EBT for a project like that it it totally transforms how quickly you learn what's possible
127. 18:20um because because you kind of stay focused on solving the problem and the other thing that shifted it for me is
128. 18:25this don't think of chat EBT like a Google search engine where you just type in a thing and then you get back a list
129. 18:32of responses and you're kind of done think of it more like you've got a creative collaborator um like like a partner that you can
130. 18:41solve a problem with and go back and forth with it so tell it you want a marketing plan and then it'll write you
131. 18:46a shitty marketing plan and then you're like oh no it needs to be way more specific than this you know here's four
132. 18:52bullet points about my business and then it'll give you a slightly better marketing plan you're like well but we
133. 18:57don't have budget for paid media so I need a marketing plan you know so so just go back and forth with it do
134. 19:03something specific pick a pick a thing it could be um do meal planning for your family for a week it could be
135. 19:11um I don't know organize an event for a community center um pick an event do it that'll that'll help um with with the practicality of what
136. 19:20these tools can do and then once you sort of crack the nut of oh if it can do that for that maybe you could do this for this
137. 19:29besides having strict rubrics like college kids have I don't know what the beginning of that was oh part of the one I don't quite know what
138. 19:38to do with just pick a project and solve it yeah yeah trying to invent or or research all the best prompts and like
139. 19:46have the perfect prompt it it's I don't it's a mess I can't I can't work like that either it just it just feels like
140. 19:53gratuitous use of Technology um so I'm totally with you I'm trying to figure out the practicality of it okay sorry I'm scrolling back to God
141. 20:02damn Tick Tock in there this is all my lives are is me bitching about The Tick Tock interface because I
142. 20:11because I'm old I'm old and tired and I don't like these newfangled multi-layered interfaces get off my lawn you kids get off my lawn
143. 20:25I'm getting Hearts I assume that means you're you're liking me losing my [ __ ] mind oh my God I don't know if I've told you this I'm nuts
144. 20:40um okay so I got back to this uh best AI way to revamp a resume for a different industry this is so cool so so copy your resume
145. 20:53also copy your LinkedIn profile um then copy a job posting for for whatever industry you want to go in and so here I'll show you
146. 21:10all right so I'll go 3.5 so because even if you don't have access to gpt4 so let me go to my LinkedIn profile and
147. 21:22hold on hold please and so I'm just going to copy just a big pile of crap from my LinkedIn profile and then I'm going to go back to chat
148. 21:35EBT I'm going to say okay um based on based on this um Linked In profile and then I'm hitting shift return twice
149. 21:51and I'm pasting in just whatever I copied out of LinkedIn and let me see what else can I put in there
150. 22:00um do I have a bio somewhere let me see if I can find a bio hold please where is my Gmail come on
151. 22:16uh-oh I think Microsoft Edge its memory has gone gone away all right um let's go um tile bio see if I can find one here
152. 22:34did I give a bio here yeah all right this is a crappy one but whatever okay so here's a bio copy so go back to chat DVD so I I said
153. 22:45based on this LinkedIn profile and then I pasted it now I'm going to say and this um bio about AI and I'm going to paste that um
154. 22:58write a resume for Kyle um that positions his experiences
155. 23:12for a job in the um let's see gas and oil industry which I I would never get hired for the gas and oil industry all right so so it read all
156. 23:28that crap and it is now I think writing something so it says resume for Kyle Shannon um my objective is to apply my diverse
157. 23:43skills and experiences in digital marketing storytelling Innovation and Leadership to contrib can contribute to
158. 23:50the success of a gas and oil company um so it grabbed my storyvine experience myagency.com experience so those are the
159. 23:59two you know big kind of core you know sort of successful businesses that I've had then it grabs some of my AI stuff
160. 24:08um grabs my education grabs my skills so so yeah so you can just use it to um just give it a bunch of raw materials
161. 24:15and then tell it to rewrite it and if you don't like what it wrote for you just tell it it sucked and give you other stuff
162. 24:23it's it's it really is quite remarkable and you know using these tools I've said this before on this channel that um
163. 24:31I think it was Arthur C Clarke said any sufficiently advanced technology is indistinguishable from Magic this shit's Magic all right
164. 24:46I love hearing you talk about this cool I'm glad this this helps and makes sense tree grown or negro I have no idea what
165. 24:56you're talking about um when do I think Google and Microsoft will release their Suite of AI integrated apps I think Microsoft will
166. 25:03do it before Google will I think Google is scrambling to catch up I I think they have screwed themselves they invented
167. 25:10this [ __ ] they invented the core technology that sits beneath all these um all the toys we're playing with today
168. 25:18um and then they kind of kept it behind the firewall because I think they knew that it would threaten their business
169. 25:23model so they are playing catch-up and and the CEO of Microsoft is taking particular Glee in [ __ ] with Google
170. 25:32um so I think as soon as they have something that's solid they're gonna they're gonna release it so I would
171. 25:36think that Microsoft is coming sooner than Google but they're both coming um I don't know my guess would be
172. 25:47probably within three months but maybe by the end of the year I don't know I don't I mean you know the Office 365
173. 25:54Suite is an incredibly complicated series of applications that have lots and lots of features so it's not just like sort of slapping on
174. 26:03a you know a GPT window on top of Microsoft Word right like some of the demos they showed were like you know
175. 26:11take this earning report that is in um Microsoft Word and write a presentation about that and so they're
176. 26:20having to integrate it across the suite and they're probably incorporating it with Outlook emails and they're probably incorporating it
177. 26:29um with uh uh with um you know their CRM Dynamics 365. so so it's probably pretty complicated but what I've seen from how they integrated
178. 26:41gpt4 into Bing and Edge is very well thought out even the early stuff was quite well thought out so it's coming
179. 26:48soon I'm actually quite excited about it is it a good time to jump into ml what type of work should one get into in ml
180. 26:57yes I think it's not only a good time to get into ml I I think it's I think it's quite important like why I do this
181. 27:06channel is I think it's imperative that anyone who's doing any kind of work with computers in any way any kind of
182. 27:13knowledge work any kind of creative work um the amount of disruption that's coming thank you for that the amount of
183. 27:20disruption that's coming is massive and I think that the people that learn it now are going to have big opportunity
184. 27:27and those that don't are kind of going to get blindsided um what type of work should you get into I would say what are you good at
185. 27:37um I think the skills moving forward are going to be things like those that are good at curating Big Ideas strategy
186. 27:43thinking horizontally like t-shaped skills someone said to me yesterday which I forgot about that term but so
187. 27:50the the the sort of vertical part of a T is like a vertical skill like copywriting or illustration or um uh programming engineering
188. 28:00the horizontal thing is if you if you accept that these tools are going to make it very very easy to do the
189. 28:07executional part of all the vertical things then what we need is people that can you know operate across the
190. 28:14horizontal part of the T so think avoid being a virtuoso that's only good at one thing and think more like being a conductor of the symphony
191. 28:25so learn as much as you can take what skills you're good at if you're really good at project management figure out
192. 28:31how to do Kick-Ass project management with ML if you're really good at creative figure out all the tools that you know
193. 28:38amplify your creativity so I would say take your core the core thing of what you enjoy and what you're good at you know hopefully
194. 28:45those things are decently aligned and then have that's where I would focus uh on on the ml stuff I am an influencer yeah I got
195. 28:54to get a pink stripe in my hair to truly be an influencer or twerk I will not twerk you're welcome uh uh uh uh
196. 29:04I'm an expert on AI ask me anything I assume that's a troll for me saying I shouldn't be answering questions on AI
197. 29:13I'm not an expert I'm just learning and sharing what I learn along the way so feel free to troll I don't give a [ __ ]
198. 29:20um I have a question can government stop it from being super cool government can stop everything from being super cool government doesn't
199. 29:28understand how Wi-Fi [ __ ] works so I I'm a little terrified about government getting their hands on AI here's the thing
200. 29:35I think the thing that that would have kept all this stuff from being cool is if it had gone the way it was going
201. 29:42which was Google invented it kept it behind the firewall Meadow was keeping it behind the firewall all these
202. 29:49companies were kind of keeping this AI stuff behind the firewall it was sort of living in the AI and and machine
203. 29:55learning is for the data scientists and for big corporations and then open AI said you know we're going to put this out there and
204. 30:05mid-journey started doing this with images and stable diffusion started open sourcing their images and then Chachi PT
205. 30:12caught fire November 30th 2022 is the date that was launched I think that will be the day that goes down in infamy for
206. 30:19AI because within six weeks 100 million people were using chat GPT I don't even know what the numbers are now but I
207. 30:26would assume it's two or three hundred million it's insane um so because of that because of the success of chat GPT
208. 30:37and the fact that Microsoft you know got this sort of you know glow of of being ahead of the curve with this chat gbt stuff
209. 30:47it forced Google Out of the Shadows to say well we've got AI too right then it forced meta Out of the Shadows Apple's coming next
210. 30:56um and then these tools like metas uh large language models leaked right and then the open source came out
211. 31:04community pounced on those and now there's a number of Open Source large language models stability just released one
212. 31:12so now that this stuff is proliferating and the entire development community and the entire investment Community everyone
213. 31:19is putting focus on this um I don't think any single entity is going to be able to Reign it in anymore I think they could have um
214. 31:29six months ago but I but tattoo PT changed everything in my opinion how are you associated in AI good question I have a degree in acting eh
215. 31:44um I just so so I ah I love like I love figuring out whatever is the new thing um and always have and I did it
216. 31:58um in 1994 when I when I kind of stumbled upon this thing called the world wide web and I started one of the
217. 32:05first online magazines and one of the first digital agencies company called agency.com and built a lot of the first
218. 32:12websites for the Fortune 500 like we built British Airways website we built their ticketing system so it was wild times so um
219. 32:21I thought that would be the last time in my life that I would see anything that was a technological Revolution that was
220. 32:29going to change the game you could argue maybe that the iPhone was one of those but I kind of see the iPhone as just kind of
221. 32:35an extension of you know it's computers just got smaller and you're still kind of using the internet on phones right
222. 32:42but it wasn't it wasn't necessarily A as big a shift as as as the popular internet was the world wide web
223. 32:51um and then and then I stumbled upon AI so I I spent about six months just playing with images I was using a an nft project called pixelmind
224. 33:01um to make stable diffusion images and mint those into nfts and then I decided to geek out a little bit
225. 33:08and install stable diffusion and that's the the pit where I just made thousands and thousands of of images
226. 33:15um you know I uploaded you know images of me into dream booth and then made you know all these kind of crazy images
227. 33:24of myself and I put together an art project for that and then kind of in the middle of doing that art project
228. 33:31um chat EBT came out and I had an epiphany I had I I uh my Epiphany with chat GPT was um I was I was just watching TV with my
229. 33:44wife one night it's like three weeks after it came out and I thought oh I saw Tick Tock videos that you can do coding on it'll do coding
230. 33:52and so I said well I've heard Python's a cool language so I said hey chat EBT write me a python code or python script
231. 33:59to take an input or just do something like that and it did and then I realized I don't know how to run python I I'm into
232. 34:08programming in decades and so I said hey chat EBT I don't know how to run python it said it said oh if you're on a Mac
233. 34:14open your terminal and type in this command line and I'm like I don't want to do command line is there a website I
234. 34:19can just you know paste some code and have it run and said sure here's the three websites and so I picked one
235. 34:25and it said paste the code in the left hand window hit the Run button so I did that and it gave me an error and so I
236. 34:31copied and pasted the error and I put it in and it told me oh you don't have this Library installed and it told me how to
237. 34:37install the library and then I got the thing running within 90 minutes I had written a fully functional python application
238. 34:45that asks someone about a topic and asked a few questions about it and then wrote five pieces of social media content using the openai API
239. 34:54within 90 minutes never in a line of python in my life still haven't written a line of python in my life and I saw I
240. 34:59had this Epiphany and I just had this other moment of holy [ __ ] the world just changed and no one knows it and
241. 35:08um I started the AI salon so I have a bi-weekly Salon where we meet we have a Discord server I started this Tick Tock
242. 35:17Channel I started the everyday AI newsletter with my friend Greg mushin um I just went all in I went you know full ADHD hyper Focus
243. 35:30just [ __ ] dove in it for well I haven't stopped right like I started kind of second week of December or something like that and I just
244. 35:39haven't stopped and I'm unsufferable right now it's all I talk about people can't talk to me um and um yeah that's how I got into it but
245. 35:47but I'm you know I'm I'm like rolling AI into my business I've completely rethought what my business product is my
246. 35:54company's called storyvine it's a automated video storytelling platform I've got a whole new vision for that it's really exciting so
247. 36:02that's how I'm Associated I just get curious about [ __ ] and I think this is this is the next big thing I I think AI
248. 36:10is significantly more profound than the World Wide Web was I think it's happening way faster well and here's a point
249. 36:19um the World Wide Web took eight years to get from zero to 100 million users Chachi PT took six weeks so this is
250. 36:26coming fast and the sophistication and the power of these tools is like nothing we've ever seen this is Industrial
251. 36:34Revolution level printing press level um change and and it's coming fast um possible to change the camera angle
252. 36:44so we don't have to look up your nose I could I'd have to put my computer higher but yeah you get to see my neck and my
253. 36:50boogers tough [ __ ] sorry I'll I'll improve my when I when I film my static videos I film those at like a
254. 37:0045 degree angle up to the ceiling so you don't have to see up my nose but I'll I'll fix it at some point but sorry I'm
255. 37:07just gonna have to deal with my my uh bad production values AI is a very Star Trek Vibe about it yeah I like I I just
256. 37:16I've said I said this last night I feel like we're moving into this post sci-fi world where almost everything in sci-fi
257. 37:23is now starting to happen like time travel is the only one that's not quite there but all the other shit's happening it's like Jesus
258. 37:31can technical intelligence control blockchain well yeah I mean you'll be able to create contracts and things like that and with things like
259. 37:44Auto GPT you'll be able to um you know execute things on the blockchain but I I think that blockchain is actually going to become very very
260. 37:53important for um because of AI I think AI is going to drive web3 adoption because we're quickly moving I don't know if
261. 38:03you've seen the there's a there's a a 2024 political ad about Biden and Kamala Harris that's fully AI generated and and
262. 38:11it's there's nothing special about the the the ad particularly it's just kind of a run-of-the-mill attack ad
263. 38:19um but it's all generated with with this AI stuff but but we're coming into a world where um the ease with which we're going to be
264. 38:28able to generate content and misinformation I think is going to lead to a a backlash to to be able to verify the
265. 38:37authenticity of something so if I can say yeah this definitely came from CNN this piece hasn't been altered in any way
266. 38:44blockchain's a perfect way to verify that stuff so I think blockchain and nfts and all that technology um is is gonna quickly become a tool
267. 38:54that that creates some level of authenticity um that I think we're going to need and I think I think it's going to get really
268. 39:01ugly for for I think this election cycle is just going to be a flipping disaster so we'll see um so I think it could actually drive
269. 39:10the adoption of blockchain also the other thing AI does for for blockchain and nfts is um the World building stuff so creating all
270. 39:20the metaverse stuff right now you have to hire like you know rooms and rooms of people to to do all the 3D modeling and
271. 39:26you have to pick a look and feel and you kind of have to lock that [ __ ] down we're quickly moving into into a world
272. 39:32where you just ask for a world and it will be generated on your behalf and then you enter it right so so I think I
273. 39:39think all sorts of cool things are gonna happen between web3 and AI is an AI just a database it only knows what it is told well
274. 39:52yeah yeah I mean technically it's a database it's a it's a it's a database of embeddings it's a vector database so but but it's a
275. 40:01vector database that's kind of been trained on all the words right like at least all the words of the public
276. 40:07internet and as these things get more and more sophisticated it's gonna just kind of be all the words so I kind of
277. 40:13think of it like this I think of AI more like AI is a reflection of humanity um where it kind of learns all of the
278. 40:21words and their semantic relationships and then when you start interacting with it it's pulling those semantic
279. 40:26relationships not unlike how a brain does like a lot of these AI tools you know are based on neural networks which are based
280. 40:35on biology they're based on how our brains work so what it's actually doing if you look at how these things actually
281. 40:41work it's predicting the next word that is the most likely response to the big prompt that you gave it and it's doing
282. 40:48that over and over and over again and I someone told me yesterday that it's doing it on phrases now but it's not cop Y and pasting crap out
283. 40:56of the database it's because it knows the semantic meaning of all these words it's actually composing original content
284. 41:03based on what you ask it um so so it's it's not just a parrot that's that's I think that's one of the misconceptions so AI will destroy the
285. 41:11world I think that's it's easy to go there that's what Hollywood has taught us surveillance will be out of control I
286. 41:17do agree with that surveillance will be out of control and I don't think it'll just be big brother I think it'll be all
287. 41:22of us by the way on the Privacy thing with AI we already gave up our privacy 20 years ago we gave it to Google and
288. 41:29and Facebook you know that old adage If the product is free you're the product do I think AI will launch nuclear
289. 41:37weapons I hope to God they have controls in place that that computers can't just launch that [ __ ] I'm pretty
290. 41:45sure they do I'm concerned about surveillance close your window um I just applied for a job at open AI cool I gave a speech
291. 41:56to uh creative mornings two weeks ago and this woman came up at the end she goes uh I train models at open AI I was
292. 42:03like ah it's the coolest thing it's like it's the hip company to work for um I've I applied for code interpreter
293. 42:11multiple times too I know give me access to code interpreter I'm an influencer man and I want to talk about you too
294. 42:18what are your thoughts about rewind AI I don't know it let's go look at it rewind I assume it's a video thing wind dot AI is that it [Music]
295. 42:34what if you had Perfect Memory about anything oh yeah so so I think this kind of stuff's cool so so what this is is
296. 42:44um I assume you kind of aim it at your social media or you aim it at your email or something like that so so what this
297. 42:50thing's doing is it's taking all of your personal data it's throwing it in an embedding database in into a vector
298. 42:57database after embedding it and then it's basically making it like chat GPT searchable so you can you can
299. 43:03essentially interact with your your your um digital footprint just like you interact with chat GPT I think it's I
300. 43:10think these kind of things are brilliant um apple has a big their developer conference is in June and they've got
301. 43:17big announcements coming there I think they're AR VR goggles are coming out I have a sneaking suspicion and I've
302. 43:24heard Robert scoble said a little things about it that they're going to be doing something with AI I think Apple could be
303. 43:31really good at agents um so so AI that take actions on your behalf and things that exploit your data because their data privacy stuff is
304. 43:42really good um I think Apple could be really good at this stuff so I haven't played with rewind but thanks thanks for popping
305. 43:48that up I'll I'll go play with that because um this idea of being able to mine our own data whether it's business data or
306. 43:56personal data is is going to be like a flip and super power right imagine being able to say I know I I
307. 44:04I know I said in email at some point in the last decade something about X Y or Z and you know how you spend like four
308. 44:12hours trying to find that and the next two weeks trying to obsess about where did I say it who did I say it to did I
309. 44:18put it in a word doc where is it imagine just being able to go did I ever say this boom yes here it is like that kind
310. 44:24of stuff's coming so I'm pretty excited about this any alternatives to code interpreter while we wait yeah you could play with Lang chain
311. 44:33um it's not exactly the same thing but Lang chain allows you to kind of point um these tools at you know say a
312. 44:40directory of your data a directory of you know spreadsheets or other kinds of data and then you embed them and you put
313. 44:47them in a vector database like pine cone and then you can search on them so I think um um code interpreters just a fancier
314. 44:56version of that kind of in the form of a plug-in but Lang chain is probably the tool that you could use in the meantime
315. 45:03and there's there's there's decent videos on it it's still you have to be a little geeky to be able to do it but
316. 45:08have cheat chat GPT teach you how to do it how long have I been in the AI business I'm not am I in the AI business yeah
317. 45:17sort of I guess I mean I'm not really making money on AI but um I've been curious about AI for about a year I've
318. 45:26been obsessed with generative AI for about six months and um I've been insufferable talking like this about AI for about
319. 45:38four months so four or five months pretty new and here's an important thing I I get asked a couple of times on these
320. 45:45lives like am I in in machine learning or you know am I somehow involved in the model generation side of this business
321. 45:51I'm not so so this to me is where there's another parallel to the early days of the web where the internet had
322. 45:58been around for decades and and the people that created the internet and most of the users of the internet early
323. 46:04on were scientists and researchers and things like that the World Wide Web comes along and it it was a tool that
324. 46:10gave access to creatives and business people and and just basically anyone access to this really powerful thing called the internet
325. 46:20um chat gbt in these and these image generation models and now all these other tools are are the same thing so I would say that I represent
326. 46:28um sort of a new class of AI um you know super user which is not um I'm powerful on the model generation
327. 46:37and training side I'm more powerful on now that these models have been generated and trained and we have access
328. 46:43to them how can we use those in our business in our lives things like that so so it's more about the application of
329. 46:49these tools rather than the creation of these tools I think that's a massive shift we're we're right in the middle of
330. 46:55which AI platform should I use if you're just getting started chat GPT is the big one and I think it's also worth
331. 47:01um generating images just see experience what it's like to write words of like a penguin in a pickup truck driving over a cliff
332. 47:11and watch this thing generate that for you that experience is like magic right so just start with chat GPT start with
333. 47:20image generation and then the other thing is this don't just sit in front of them wondering what to do pick a project
334. 47:25and and do that project using chat like learn chat GPT by solving a problem for someone else it'll totally transform how you think about it
335. 47:35what are your thoughts on Bard my thoughts on Bard are that it's not as good as Chet GPT um I heard it's getting better at coding I think
336. 47:45um Google is a company full of Engineers they're not as good at the human empathy stuff so I think the chat EBT has got a
337. 47:54real leg up on that I think that's something Google's going to struggle with but I also think that Google's got
338. 47:59you know a gazillion dollars and a gazillion smart people and they can figure this [ __ ] out so I think they're
339. 48:05going to get better really quick but Google just there was a a memo that leaked um two days ago from a Google employee
340. 48:13that that you know they they feel that these open source large language models are getting good enough fast enough that
341. 48:22they don't think that they Google or open AI or anyone can really maintain um sort of technical dominance on the
342. 48:29large language model side so I think large language models are just going to become ubiquitous like the internet
343. 48:34they're going to be everywhere and they're going to all be good um so I think Bard's behind the eight ball and you can use it I just haven't
344. 48:41used it because chechi BT is so good all right I just lost my place again dang it dang it tick tock somebody should know someone
345. 48:52I don't know what happens it's like when I start scrolling it like updates the last thing and it jumps me all the way
346. 48:56to the bottom and then I gotta scroll back up if anyone knows how to use this app let me know like the the guy that doesn't want to
347. 49:05look up on my nostrils [Music] what app am I using to show my screen it's just Tick Tock there's a when you
348. 49:15go go live there's a dual I forgot it's called like dual camera so that's just my back camera and then I
349. 49:24which chat gbt platform are you using just chat.openai.com don't you don't need to use anything else other than that but I
350. 49:32will give you this um trying to get it to focus hold please God damn it this is like the watch Kyle tried to get his technology work Channel
351. 49:48these four things are are what I would use so so one of the things that just burns my engines I couldn't think of the phrase so that's
352. 50:00wrong one of the things that pisses me off is um there's so many apps out there that are trying to exploit people searching for
353. 50:09chat GPT so it's not an app it's not an app on the Apple Store it's not an app on Google Play chat GPT exists at
354. 50:20chat.openai.com so just point your browser whether you're on a phone or a web browser on your on your desktop
355. 50:28um chat.openai.com is chatgpt if you want to use chat ept4 you can pay them 20 bucks a month um you can also use the openai
356. 50:37playground that's platform.openai.com playground that's sort of the more geeky version that's the engine that sits
357. 50:44under the hood of chat EPT um but Bing this week went live so there's no more wait list for Bing so if
358. 50:51you go to bing.com you're actually using gpt4 that's connected to the internet it's a little bit neutered because they
359. 50:59got in trouble with the New York Times so it's getting better and better so it's not quite as good as the open AI
360. 51:05chat gpt4 but it's free and you can also download the edge browser and that's got it in there and then finally poe.com
361. 51:13poe.com they do have an app as well Poe and Poe on the two app stores um what's cool about Poe is you can use
362. 51:22chat gbt 3.5 chat gbt4 you can also use anthropics Claude and the new Claude plus which I think is anthropic's kind
363. 51:31of gpt4 kind of competitor so po.com is really cool you can also make your own botswithpo.com so hope that helps eh
364. 51:48sorry I'm trying to find my way again just purchased an auto renewal subscription Auto PT seems to create
365. 51:57endless tasks for a simple goal what am I doing wrong that's good what's a good use case Okay so if you don't know what
366. 52:04Auto GPT is it's it's part of a thing that are called autonomous agents and they are what they sound like they are tools that just Auto
367. 52:16prompt themselves and then use tools like searching Google and um using large language models to prompt
368. 52:24themselves here's the thing about Auto GPT it is brand new it's maybe six weeks old I think it's five and a half weeks
369. 52:31old maybe six weeks old it is um really janky janky is a technical term for it sucks it's shitty software um it will very often get in these
370. 52:45recursive Loops where it just is keeps running and running and it can't do anything it's over complicated so so
371. 52:52um I would say give it really simple tasks but but I don't know I I mean I think I think the interesting thing
372. 53:00to do with auto GPT right now is kind of play with it enough to understand how it works and see if you can get it to do
373. 53:06things in any kind of predictable way um but don't take it too seriously unless you're a real developer and you
374. 53:12really want to develop something around the tool or do a spec you know a specific version of it then you can play
375. 53:18with it but if you're just kind of [ __ ] around with it I'd say just keep playing with it if you want to play with
376. 53:23auto GPT and you're not a developer you can go to I think it's agent GPT agent gpt.com probably not nope God damn it hang on agent GPT
377. 53:43gotta goes God damn it agent agent GPT uh okay it's agent GPT got reworked without the e so
378. 53:58r e w o r k d dot a I so agent GPT so so what you do with these agents is you give them a goal like here let me do one now I'll do
379. 54:10um Story vines my company storyline agent we'll call this thing we'll see if it works it's kind of cool when you
380. 54:17watch watch them do what they do the goal is going to be find the marketing taglines of the top 10 competitors to storyvine
381. 54:36so I got this to work once and it was pretty slick and then I got it to not work like 10 times so what happens is so so with these Auto
382. 54:43agents you just give them a goal like go find all this stuff and then you say deploy agent oh I've got to sign in hold please
383. 54:59I'd have to retype this crap God damn it see it's early software I told you that's all crappy right now Story vine agent
384. 55:10or agnet that's fine um please find the top find the marketing taglines for the top 10 compete it tours to storyvine
385. 55:32with a typo and then I hit deploy agent and so now it says thinking and it says added task search for the
386. 55:42top 10 competitors of storybine in the market added tasks and align the mark analyze the marketing taglines
387. 55:50from storyline's competitors then it says completing search for the top one so it says storyvine um some of the top competitors include
388. 56:01include vidyard yes wistia bright Cove brightcove's not a competitor um panopto Vimeo kaltura Sprout video
389. 56:10hippo video bomb bomb and dub so about half of those are competitors half of those I would consider you know um complementary platforms
390. 56:21um and then it says uh completed analyze the marketing taglines of each competitor understood my task is go find
391. 56:28them so it's giving itself tasks let's see has it found anything then it gave itself more tasks um my task so it's still trying to find
392. 56:40tag lines now it's giving itself more tasks and it says we're sorry because this is a demo we cannot have our agents
393. 56:46running for too long so this one basically failed um but that's how they work and and they're they're pretty slick
394. 56:52I mean they're pretty slick conceptually right it's it's a very cool idea um because they're so new and because
395. 56:58it's actually expensive like uh some people have gotten in a decent amount of you know Financial um trouble because they sort of turn
396. 57:05these things on and they just go run a bunch of really expensive queries to all these apis and they run their bills up
397. 57:12really quick because this thing's just executing in the background um so you can get in trouble with them
398. 57:16but I would say just go play with them unless you're a developer and in that case you know go to some of the GitHub
399. 57:22repositories and make them suck less would be nice let's get another picture here oh here I got a mob version of me that's a good one
400. 57:37um [Music] can GPT can also write resume for you and edit it with all your info yeah it's pretty amazing it's pretty amazing
401. 57:55really good at is if you give it give it examples so if you go find you know there's there's all these um
402. 58:05courses on how to write a resume right and and and you know some of them say here's the perfect you know structure of a resume
403. 58:13you can copy and paste a resume that you like the structure of and say based on this resume you know rewrite this resume and then
404. 58:22paste your resume in to match the structure of the one above and it'll reformat it like the the one that you
405. 58:29liked and fill in all the gaps and pretty remarkable someone got a number one gift or badge good for you you can use my platform to
406. 58:41get your own badges thank you for sending me love I appreciate it um hello please what app are you using
407. 58:48to show your screen there you said that um it's just the tick tock dual dual camera app when you go live how would you go about
408. 58:56a business plan um I did that I actually wrote a proposal today for for a big client to do so I'm doing I'm starting to do a lot
409. 59:05more workshops on AI for for companies um so if you want to do that let me know um and so I took some ideas that we had
410. 59:14for the workshop I took some results of a survey that we got I took some timing that we talked about and then I took basic sort of pricing
411. 59:23ideas and I literally just pasted a bunch of those into chat gbt and then I said write me a proposal with a lovely intro
412. 59:32um for this thing and it knocked it out and kind of within five iterations I had a proposal that was it was as good as
413. 59:37anything I would have written within about five iterations um so I do the same thing with a business plan
414. 59:43um what you can do with a business plan depending on what you're trying to do with the business if it's a small
415. 59:48business that's one thing if you're trying to get Venture Capital that's another thing if you're trying to
416. 59:54um you know modify an existing business that's another thing but I would I would have GPT act as a venture capitalist or
417. 1:00:02is a business coach or a business consultant and if there's a particular kind of approach to business that you
418. 1:00:09like like tell it what kind of business you're in and tell it that you want a business plan that takes into account
419. 1:00:15whatever the realities are I'm not very well funded or I am very well funded or um you know I've been in business for
420. 1:00:22five years and I want to completely you know make a pivot and so I need to write a new business plan based on that so
421. 1:00:28give it lots of context it's one of the things that it responds well to is complicated prompts it it does really
422. 1:00:36well with complicated prompts so if you kind of talk to it like you know if you sat down with a business consultant the
423. 1:00:43first thing you would do is you'd spend the first hour kind of telling it you're telling that person your story right
424. 1:00:49think of it the same way kind of tell it your story tell it what you want tell it what its role is so your role is to be
425. 1:00:55this business consultant and my role is I'm running this business and want to do a business plan and it will knock it out for you
426. 1:01:02pretty cool pretty cool stuff what's the best chat GPT app just chat jpt no app you can usepo.com because you can use different models there
427. 1:01:13but no app um you can usepo.com because you can use different models there but I wouldn't pay for anything unless
428. 1:01:22you're going to pay for it just go to openai dot or chat.openai.com that's the best chat GPT app period hands down for now
429. 1:01:31it may change when it does I'll tell you pay attention to build conference they will talk a lot about AI co-pilots
430. 1:01:39for Dynamics 365. interesting yeah I think I mean Microsoft going all in on incorporating these these large language models
431. 1:01:49throughout their their portfolio from from GitHub to Office 365 to Dynamics to Azure is I think it's brilliant and and
432. 1:02:00they're doing it they're doing it well can the AIS talk to each other they'll be able to and those Auto GPT tools are
433. 1:02:09are connecting multiple tools together and they are talking to each other so that's what those things are doing what
434. 1:02:14is ML MLS stands for machine learning which is basically we're calling all this stuff AI but it's really ml it's really machine learning
435. 1:02:23and um it's it's just basically um the act of of getting these machines to learn like humans do um it has been the goal
436. 1:02:35um ai's easier people know sort of what that means they've at least heard it in a movie um new here what's ml oh machine learning
437. 1:02:46oh I've got three people that just ask that including unicorn farts that's a fun name um wait why are there four people
438. 1:02:54talking about what's ml I guess there was I either I mentioned it or or uh someone asked about it and I didn't
439. 1:03:00explain it machine learning so sorry about that if I if I I try not to use acronyms um what if they gave all the NPCs in GTA
440. 1:03:09their own AI personality so I assume you know this but if you don't go look for this paper um go look for
441. 1:03:21what is it generative agents is that what it's called gen or God damn it erotive agents uh see what it's called
442. 1:03:39hold please NPC agents llm
443. 1:03:53okay here it is okay so what's the paper called yeah generative agents okay so this is an RS Technica article but
444. 1:04:04so so that's what this paper is about so so what this paper is about so you have this kind of sim sim life kind of game
445. 1:04:11here and it's got 25 NPCs but these NPCs I'll use chat GPT to talk to one another and they have memory and and they have
446. 1:04:23they're like a signed jobs so like the artist wakes up and makes themselves breakfast and then they go do art and
447. 1:04:29the farmer wakes up and they make themselves breakfast and then they go farm and they all kind of walk around
448. 1:04:34this town and when they encounter one another they actually have a conversation and it's not pre-programmed
449. 1:04:39like all NPCs are it's a generative conversation where they're using chat GPT to talk to one another and they
450. 1:04:47remember [ __ ] they like walk around acting like humans so one of the examples they they talk about in this paper is um
451. 1:04:56um one of the agents finds out it's the other one's birthday and plans a birthday party for it and like tells
452. 1:05:03tells the other agents they're having a birthday party so they start planning this birthday party so they remember
453. 1:05:08from day to day what they did in the previous days so um this paper's out there and and I think I I think this idea of of these
454. 1:05:17agents that kind of have these lives of their own is really really interesting and and again this is something I think
455. 1:05:23Apple's going to be really good at I can imagine that we will have um different kinds of agents that that
456. 1:05:31that represent us right so I might have one that is like my entertainment agent and I want them to go out and just find
457. 1:05:38good music for me based on the music that I like and what I listen to and just if it finds a cool you know local
458. 1:05:45concert that's free or fits within my budget it just buys me the tickets and it checks my calendar and then I might
459. 1:05:51have a legal agent that goes off and does legal stuff for me and I might have a dating agent that goes off and does
460. 1:05:57all that kind of stuff I'm not I'm married so you know um so so I this idea of these agents kind of taking on these autonomous lives of
461. 1:06:07their own I think it's going to transform the game industry but I think Way Beyond um just gaming application for these things
462. 1:06:14how do I think AI will affect sales professionals I think every single profession is going to be upended and
463. 1:06:23transformed I think sales is a huge one I so imagine so right now um using 11 Labs you can synthesize your
464. 1:06:31voice and it's it it's pretty close to what you sound like and probably within a year it will be indistinguishable from what you sound like
465. 1:06:39also within a year the speed with which that agent that uses your voice will be able to have a real-time conversation
466. 1:06:48where there's not a noticeable lag that'll all probably be gone so I think outbound sales is going to go fully to fully to automated AI
467. 1:06:59synthesized Ai and it could sound like you so all of your outbound sales calls could you know could go like that I think how you research
468. 1:07:09um companies how you personalize emails I'm already starting to get way more personalized emails than I've ever gotten before
469. 1:07:16um because of AI I think that's going to get Way Insane I think everything about it so if you're in sales I would I would dig deep into
470. 1:07:25just pop open chat gbt and have it start doing research for you have it start writing letters for you um
471. 1:07:33learn about the voice synthesis stuff um just start learning about it you don't need to do anything right now but
472. 1:07:39as you learn about it you're going to realize oh [ __ ] um if you use notion to take notes it's already in there if you do video calls
473. 1:07:48you can take those transcriptions and automatically have those things summarized and action items pulled out of them
474. 1:07:55using these autonomous agents you're going to be able to have it automatically enter stuff into Salesforce imagine assuming you use
475. 1:08:03Salesforce if you could just say add this person into Salesforce um and and take notes from that last
476. 1:08:12call and put all the notes in there and and it will just do it it will navigate Salesforce for you put that thing in perfectly I think it's
477. 1:08:21going to affect sales dramatically I think it's going to affect almost every job dramatically um [Laughter]
478. 1:08:30look up three times that we're in the Bravo hackathon um I'll go to Bing for that are you talking to me you talking to me um let me see Bing
479. 1:08:44dot com ask me anything um what were three teams in the Bravo hackathon I don't know what that is
480. 1:08:58oh that was Department of Air Force wait let me go to chat I found information on the Bravo hackathon series of Air Force and space
481. 1:09:10force the hackathon allows teams I couldn't find any information on the three teams that participated however I found
482. 1:09:18that the Department of Air Force will host a Bravo hackathon to test whether permissive permissive development
483. 1:09:23modeling using classified data is more cost effective than traditional means and prototyping weapon capabilities with with a citation um
484. 1:09:35the goal of the Bravo hackathon is to be is sixty percent of participants be from the government all right that's cool uh
485. 1:09:43it didn't give it the answer but I know more about that than I did before do you think the military used AI before
486. 1:09:50everyone well listen we've all been using AI for like the past decade series Ai and Alexis Ai and your grammar check
487. 1:09:59and your spell check and your music recommendations and Netflix all like AI it's so so AI isn't new what's new is real
488. 1:10:09human beings like you and me having access to these tools you know not being data scientists or these big massive corporations
489. 1:10:17um that's what's new so yes the the military's been using AI for a while we just did in in everyday AI we just did
490. 1:10:26I think it was issue 15 yeah or 16. issue 16. um we talk about this company language models so like chat gbt they're using
491. 1:10:36large language models to automatically come up with Battlefield logistic recommendations that they then send
492. 1:10:43those recommendations up to you know decision making brass who can then take action on those so um yeah so so
493. 1:10:53so yes I think they were using using a AI long before everyone and they probably have stuff that is really scary but you know whatever
494. 1:11:06when things get you know sort of completely out of my ability to control them I'm just like yeah I don't know I'm just gonna
495. 1:11:13whistle whistle past the graveyard okay let's see other questions I have a degree in biology how will I impact my
496. 1:11:24career prospects I think if you learn Ai and get really good with it um it could dramatically improve your
497. 1:11:32prospects if you ignore it it could decimate your prospects I mean quite frankly I mean biology the the the the amount of medical
498. 1:11:43advancement and Analysis data analysis that you can do with large language models I don't know what particular
499. 1:11:51flavor of biology you're in but boy you could do some really amazing stuff with uh with large language models so if
500. 1:11:58you're not digging in deep to it I would say digging deep to it and figure out how you can apply it to your particular
501. 1:12:04flavor of AI I have a degree in applied math and built multiple AIS for the government there you go um yeah this is my friend Richard Boyd
502. 1:12:14has been in in Ai and large language models for a decade or so he sold a company to Lockheed Market Martin he's
503. 1:12:22been doing this stuff for a long long time so they've had they've had it for a while and and again there's there's
504. 1:12:26stuff we don't know about that's probably pretty intense but these tools that we have access to are quite powerful like you know Jeffrey
505. 1:12:34Hinton the guy they're calling the Godfather of AI um who just quit Google he quit Google because he's like we've accomplished in
506. 1:12:43five years what I thought would take 30 to 50 years um it's moving very very fast um nice I'm wanting to learn so bad if
507. 1:12:52you're wanting to learn so bad just jump in go to chatgpt chat.openai.com pick a project for yourself or for your
508. 1:13:01business or for a community center and just do a project using chat GPT as your partner to to execute that thing write a
509. 1:13:10marketing plan for your business doesn't matter just go do a project and you will learn what doing a project does is it lets you
510. 1:13:17learn what these things what's what these things make possible and it kind of does that and then you can kind of
511. 1:13:24see other things that's the best way to learn it um uh yodkowski says AI will kill us what do I think and why um
512. 1:13:34yeah I mean he's he's a what they call doomers there's Boomers there's doomers and then I'm a gen xer [ __ ] all them Boomers um
513. 1:13:46I think it's very easy to go to the dark place I think it's actually harder and way more interesting to go to the light place
514. 1:13:54um I think that these these tools are superpowers and they allow us I think they they have the very real possibility
515. 1:14:02of elevating us to a higher level [Music] I just had something pop up that I don't quite understand of tick tock when I get
516. 1:14:19an invite here I think that's someone asking to come on stage and talk I might start doing that Lang chain or llama index
517. 1:14:27um I don't know I haven't really dug deeply into Lang chain and I've heard of llama index but I just all that stuff is
518. 1:14:35so new right now I mean Lang chain is starting to be a bit more established so um but I don't know I mean I I think
519. 1:14:44they're both really remarkable approaches to tools um I'm just waiting for apple or Microsoft or someone to make it just
520. 1:14:54stupid easy to train large language models on my own data I'm just being lazy [Music] do I think it's too late to jump on the
521. 1:15:06bandwagon no we are very early we're very early very very very very very early I'm doing I'm putting together a
522. 1:15:13workshop for a global company right now and we we sent out a survey to the people that might attend the workshop
523. 1:15:19and 55 percent of them had heard of Chachi PT and 45 percent of them hadn't there are a lot of people that just
524. 1:15:27haven't even heard of chat gbt much less doing anything about it so um we are very early we're very early
525. 1:15:37uh uh literally I made a Holodeck bar full of aliens interacting with one another that's super cool um
526. 1:15:44can AI get so smart that the government will shut it down we'll shut down the internet I would assume soup a possibility um
527. 1:16:00but I it would have things would have to be pretty [ __ ] destructive to shut down essentially the engine of the economy um
528. 1:16:13you know that might be if something happens globally um that that sort of globally a bunch of countries decide to shut it down
529. 1:16:21machine war is worse than nuclear war yeah I the the the the the idea of weaponizing robots that have um autonomous AI in them is is pretty
530. 1:16:30terrifying um really AI is for gaming as it has very limited information I don't know quite what that means AI talking to AI
531. 1:16:40on 20 computers he's going to so far outrun our abilities yeah these we're we're already pretty close to these
532. 1:16:47things out running they're at least out running our capacity for knowledge and as these autonomous agents get smarter
533. 1:16:56and the large language models get smarter yeah um hey I will destroy the world I think that's that it's easy to go there
534. 1:17:07yeah I think it is easy to go there because Hollywood's trained us that the AI the robots are going to kill us
535. 1:17:13two eyes quantum computers talking to each other will be able will be unable for us to control it's going to be
536. 1:17:19really interesting that the quantum computer thing is is quite interesting where the the training of these models
537. 1:17:26might get might might be happening in real time and yeah I don't know it's really it's fascinating stuff um so it's just regurgitating
538. 1:17:35information that may not be correct it's well it's not regurgitating information it's not copying and pasting chunks of
539. 1:17:41information it it's kind of like a brain where it learns lots of words and it learns their semantic relationships to
540. 1:17:48one another and then when you ask it a prompt it it does its best through probability to answer your question with with original
541. 1:17:57composition of words um but it does hallucinate that's the term in in AI meaning it will confidently answer
542. 1:18:07you even if it's wrong Chachi BT in particular has been trained to to give you what you want and so it will
543. 1:18:15answer you and I I like to call Chachi PT mansplaining as a service I did not come up with that phrase but I love it
544. 1:18:24it will confidently answer you even if it's wrong so if you're doing anything that you need real answers for you need to
545. 1:18:32um self-verify so just like with nfts and blockchain do your own research with chat GPT do your own verification um
546. 1:18:42clothes and windows can't help now they can see through Wells with new newly developed technology I'm sure they are yeah yeah
547. 1:18:51that they're watching we've already given away all of our privacy anyway we did that 20 years ago with Facebook and Google so
548. 1:18:59um if the product is free you're the product then chat GPT will be my personal slave yes it's a tool have it do
549. 1:19:09the [ __ ] you don't want to do that's one of the things that I think is this stuff's going to be brilliant at truth gbt that'll come
550. 1:19:16there's companies like anthropic that are really looking at the the accuracy part of um of these large language models
551. 1:19:23there's going to be a whole industry around that how can a AI be beneficial for those of us with ADD I am a
552. 1:19:31laminated card carrying member of the ADHD Club um this stuff is so wild and so imagination sparking that it overwhelms my ADD brain um
553. 1:19:45I think it does a lot I think I think one of the one of the super powers of add is the ability to synthesize lots of
554. 1:19:58things take lots of inputs and synthesize them and you can think fast and you have lots of ideas where where I have historically
555. 1:20:06got hung up when I have an idea is I get hung up on the execution of of taking it to the next level right so oh I've got
556. 1:20:13an idea I need a piece of software like oh I want to make a flow chart oh I should get a piece of software for
557. 1:20:19flowchart and then I spend the next 20 minutes trying to find a piece of software and two of them suck and one of
558. 1:20:25them makes me pay before I find out it's the wrong piece of software and 45 minutes later I have no [ __ ] idea
559. 1:20:30what the idea was right what happens with AI is that you have an idea and with chatgpt you can flesh that idea out
560. 1:20:39within five ten minutes like fully fleshed out like holy [ __ ] that was a great idea let me dig deeper on that or
561. 1:20:47that wasn't all that good an idea but you know what that gave me another idea and then you can flush that out and then
562. 1:20:52you can jump over to Mid journey and generate an image and so it allows you to run down your ADHD hyper Focus rabbit
563. 1:20:59holes in 10 minutes instead of two hours course and so the the frustration and and discouragement of when you spent two
564. 1:21:08hours and you just wasted all your time trying to find the right piece of software and you lost the idea that
565. 1:21:14that's gone for me so I'm finding myself living at a much more focused much more high level um creative plane than I've ever done before so
566. 1:21:26I think it's super powers for everyone but I I to agree to a great degree I think AI right now kind of requires a
567. 1:21:34little manic a you know 80d brain to to work well I just lost all my comments again hold please while I scroll backwards
568. 1:21:47oh God damn this happened okay so what you should do now is smash that screen so I get lots of heart buttons that someone told me that
569. 1:21:58yesterday while I try to find all your comments smash that screen show me some love people all right thank you let me see all the
570. 1:22:10love coming okay I found the add comments I hope that answered okay how much cash have you got in your wallet none
571. 1:22:20um in fact when oh I was at a yard sale yesterday and they didn't take venmo it was I wanted a two dollar thing I didn't
572. 1:22:25have two dollars in my pocket I'm like how do you not take venma like how do you not I don't I just don't have cash anymore cash is weird
573. 1:22:35how do you create images with chat gbt well well you don't you don't with chat EBT although it'll get there
574. 1:22:43you create images with things like stable diffusion and mid-journey and Dolly if you want to just play
575. 1:22:50um go to bing.com create and that's the dolly that's that sort of Microsoft's Bing but they've got the dolly image
576. 1:22:58generation engine so bing.com create and then you just type in something and it'll make you images and you can experience that I think it's
577. 1:23:05actually important for you to for people to do that if they haven't done it just to experience kind of the magic of you
578. 1:23:10put in words and then it's visualized for you how do you access chat gpt4 for free you go to bing.com so bing.com
579. 1:23:19the chat option is gpt4 connected to the internet that's free you can go to po.com you can use gpt4 I think for like
580. 1:23:2910 queries a day for free and then they charge you if you want more than that um you can pay 20 bucks a month which I know is not free
581. 1:23:39it's 20 bucks a month but you can you can go to uh chat.openai.com pay them 20 bucks a month and they give you access
582. 1:23:47to gpt4 I'm sure there's others um I don't understand why Google can't understand the power of AI the power is AI powered data and they
583. 1:23:56are the king well not only does Google understand they flip and invented the Transformer which is the tech that sits underneath
584. 1:24:04all of these image generation tools all the video generation tools all the audio generation tools chat EBT that ship was invented by Google
585. 1:24:15they purposefully didn't use it didn't release it because it threatened their business model their business model is based on you clicking
586. 1:24:2920 times to find something so if you just give someone the answer it [ __ ] up their business model and
587. 1:24:36they had 92 or 94 percent market share when chat GPT launched so they didn't have any incentive to to threaten their own business model but
588. 1:24:47but when chat EBT got to 100 million users it forced them out of the out of the woodwork it forced them to confront
589. 1:24:54this so so that they're behind because they they they basically ignored it can chat gbt drive my car no but Tesla's you
590. 1:25:06know autopilot is trying to get there it's taking longer than Elon Musk thought it would how realistic are
591. 1:25:12expectations that AI is detectable in text well some of it is there's just a there's a war going on right now whether
592. 1:25:20or not something has been written by chat GPT will be irrelevant six months from now maybe a year from now it's
593. 1:25:27going to be ubiquitous it's going to be in everything so who gives a [ __ ] if it was written by chat TPT you know what
594. 1:25:34you should give a [ __ ] about is is it good and in fact Google Google initially said it's gonna it's gonna deprioritize
595. 1:25:41anything that was written by large language models and then after they released Bard they said well we're not
596. 1:25:48going to de-prioritize anything written by a large language model but we're going to de-prioritize things that are
597. 1:25:52low value content so that they're like you got to do high value content which basically means you need an editor you
598. 1:25:59need someone who who actually looks at the content and goes yeah this is good valuable content that solves this particular content goal
599. 1:26:06um and and if it does that whether or not it was written by a machine who gives a [ __ ] I heard that Bing is a mix of GPT 4 and
600. 1:26:163.5 is that true I think it's based on four from what I understand but but it's definitely a different um fine-tuned model and they've got
601. 1:26:26their own kind of set of rules so when Bing first came out it was quite quite powerful um and and like weirdly more powerful
602. 1:26:33than GPT 3.5 chat GPT at the time and then this reporter from The New York Times kind of pushed it over the edge
603. 1:26:41and it told him to leave his wife and that made the cover of the New York Times and when that happened Microsoft
604. 1:26:46shut that [ __ ] down so they kind of neutered Bing they neutered Sydney was Sydney was the name of the
605. 1:26:54um what what uh what Bing chat told this reporter its name was was Sydney so they uh they lobotomized Sydney
606. 1:27:04um but but it's getting better again like they're they're slowly opening up the capability as as they're getting
607. 1:27:10safe but they kind of got their asses handed to him for a week or two there I'm working with AI to create a meal
608. 1:27:15plan but it keeps forgetting what I've asked okay so yeah this is and this will get better over time but but the the way the memory
609. 1:27:25works when you have when you have a chat conversation with chat EBT there's a window of 4 000 tokens which
610. 1:27:34basically equates to three thousand words so you have about three thousand words that it can keep in its memory so
611. 1:27:40you start with just a paragraph and that's whatever 150 words and then it gives you some answers and that's a
612. 1:27:46thousand and then you go back and forth and so there's kind of this rolling three thousand word window so what you
613. 1:27:52may need to do is if if there's something from the beginning of the conversation go copy that or have it
614. 1:27:59summarize that and sort of put that down lower in the conversation and that'll help um there's a a a an open source model that we covered in
615. 1:28:11everyday AI from Mosaic ml this model called MPT 7B and one of their models is called story writer and story writer has a 65
616. 1:28:25000 token context window so that's 48 000 words so it's basically an entire novel is what it can keep in its memory
617. 1:28:33so you can go use that open source model story writer from MPT 7B Mosaic Mosaic ml um or you can just wait for gpt4
618. 1:28:45um when they finally fully release it we'll have 32 000 tokens which is like 25 000 words so these things are going
619. 1:28:51to get better but yeah it's pain in the ass right now I thought Bing is running gpt4 since about a month not officially
620. 1:28:58but I've heard that often yes gp24 that's confirmed I build a trading bot with chat GPT and it's wicked accurate I know the trading
621. 1:29:06bot stuff's really cool um um yeah stock trading um heard that auto GP racks up a fortune doing the most simple things yeah if if Auto GPT
622. 1:29:16gets in a recursive Loop and just keeps looping through [ __ ] and it's charging you API fees every time uh yes it can
623. 1:29:23and if if one of the things it's doing is embedding like using its memory embedding is quite expensive
624. 1:29:30um relatively so yeah you can run up big bills with that I haven't but I've heard that people have run up big bills
625. 1:29:37just maybe damn it would be great other than God damn it sorry I swear I'm not Gary Vee swearing but when I get excited I tend to Cut Loose
626. 1:29:48uh damn it in the presence of the Lord um I left an agent overnight and it spent my whole API allowance I know
627. 1:29:58that's what she could that's that's the price innovation uh it's free but neutered paid API for full yeah can GPT be used
628. 1:30:10by a doc yeah so there's a there's a there's a uh a really cool Tick Tock video I saw of this Doctor Who told Chet GPT
629. 1:30:21about a patient case and it got the diagnosis right and then gave it a harder case and it got the diagnosis
630. 1:30:26right and then it gave it like the hardest case you know he had ever dealt with and it got the diagnosis right and
631. 1:30:33he goes oh my God this is remarkable and then he said you know give me you know cite the research that is the foundation for you know how
632. 1:30:40you got to that diagnosis and it gave him these citations and they were all made up it was always all [ __ ]
633. 1:30:47um so so but yeah doctors can use it for in fact there was a there was a a study that just was published this week where
634. 1:30:57they had real doctors and Chachi PT doctors interacting with patients and the patients by far preferred the chat
635. 1:31:04gbt doctors and and they were by far more empathetic than the real doctors were um so I think there's lots and lots of
636. 1:31:11ways doctors are going to be using this stuff how can I make images in chat EBT you can't I inadvertently put in the
637. 1:31:18birthday with a 2095 instead of a 1995 and now it won't let me set up oh that sucks I know that's that's the problem
638. 1:31:26with a lot of these new technology companies is they don't have [ __ ] tech support because you get it for free
639. 1:31:31you're the product and they just don't give a [ __ ] I'm sorry about that it makes good python code I know that was
640. 1:31:38my big breakthrough Epiphany about Chad jpt it wrote me a python application the problem is that I only it only has data
641. 1:31:46until 2021. yeah the large language models they stop at September 2021 but Bing is connected to the internet so
642. 1:31:52Bing can combines web searches that are more recent with the large line huge model and and they're all going to start
643. 1:31:59to do that so that limitation won't be nearly as apparent as things move forward well AI really replace software
644. 1:32:05Engineers um some of them some of them and and but but I I still think certainly for the next two years
645. 1:32:13um you know software Engineers are going to be super required and if you know anything about Ai and how to how to
646. 1:32:19Wrangle these tools there's going to be a lot of demand for that um but I I think that that that we are quickly moving to um a place where
647. 1:32:31these tools might dynamically create software for for one-time use right like I ask it to do something and it will say is there
648. 1:32:40an app that does that no okay let me just write one it'll write an app it'll do whatever I ask it to do and then when
649. 1:32:47I'm done with it it'll just go away so um so I think the world of software engineering is going to change
650. 1:32:53dramatically and if you're if you're not using copilot on GitHub um I would start just get get used to
651. 1:33:01you know sort of think of it like this your pair programming with a large language model um yeah someone said use Bart if you need
652. 1:33:12past 2021 seriously gosh damn it is offensive thanks well sorry I I would unsubscribe because I do swear every now and again
653. 1:33:22um I've decided not to be a software engineer but because this will be automated in the future yeah I mean
654. 1:33:30I you know I still think there's a role for engineers and programmers I just think what they do if you compare what
655. 1:33:35you do now as a software engineer to what you're going to do it's going to be very different and I will take over the
656. 1:33:4090 of the jobs in the next five years 90s probably hyperbolic but you know I could see 30 to 50 percent
657. 1:33:51but it will also generate jobs that we have no clue are coming so that there's going to be new new categories of work that are coming
658. 1:34:00that are probably going to be remarkable and interesting so so it's not just Doom and Gloom again I I there's plenty of
659. 1:34:07ways to look at this and just look at the the dark side look at the light as well I I mean think about this think about
660. 1:34:15what what these AI tools are is they are Brilliance amplifiers they take what you're brilliant at and they amplify it so if you were
661. 1:34:2550 percent more brilliant than you are because you're using these tools what could you contribute what could you do at your job what could
662. 1:34:33you do in your community what could you do for your family that's what these things make possible so don't just go to the dark side
663. 1:34:40I've been using AI for a while now and most people have no clue what's coming that's why I'm doing this channel this
664. 1:34:45is absolutely about that why are we so enthralled with AI when the Terminator movie predicts it will be our demise because that's a movie
665. 1:34:57I don't know what if things got dramatically better instead of dramatically worse I mean we're screwing up this
666. 1:35:09globe and Country right now without AI so what if things got better why are we selling okay that was that
667. 1:35:18one in the future only the only jobs will be personality based I think authenticity human connection empathy creative expression
668. 1:35:29um are all going to be in high demand in the future I think I think and this is one of the things I'm excited about if
669. 1:35:35you if you think about the mundane low-level repetitive soul-crushing work in our society a lot of that is going to
670. 1:35:46be automated out and then what's left I don't know go start a music career or not even a music career go teach
671. 1:35:53yourself songwriting and sing to your friends and reconnect with the world the AI rap song My Gosh the the one with Drake in
672. 1:36:02the weekend yeah amazing amazing and then uh Grimes uh elon's ex uh just said last week um synthesize my voice all you want just
673. 1:36:12give me 50 which I think is a brilliant move how soon are you thinking I don't know in response to what three months and you will
674. 1:36:20hear more and more Yep Detroit Detroit become human is this what our future will be I don't quite know what that means like will
675. 1:36:29cars become human will robots become human um they're going to be a hell of a lot more human than they are now so Steve
676. 1:36:36from the IRS will no longer sound like he's calling from Calcutta correct I that's actually one of the things that I
677. 1:36:42think is really interesting is is um you know you're gonna you're gonna have voice synthesis things where you know
678. 1:36:49Steve whose name is obviously not Steve will actually sound like Steve um but it will also probably not be someone in
679. 1:36:58Calcutta on the other end of the phone it'll probably just be purely synthesized voice and you're having a
680. 1:37:03conversation with with a chat GPT bot that's been trained for that particular business chat GPT gave me a business plan
681. 1:37:11congrats that's awesome so if AI can replace customer service what if the customer contact also works with AI yeah
682. 1:37:19well I think that I think we're absolutely moving to a world where it's going to be like I'll have my AI reach
683. 1:37:25out to your AI and they'll work it out and write whoever's got the best AI sort of comes out on the top of that
684. 1:37:30transaction I think this will happen with things like insurance claims um legal interactions customer service
685. 1:37:38interactions all that sort of stuff yeah if you haven't played with it there's a there's a tool called um do not disturb
686. 1:37:55let's see do not disturb where is it is it.com do not disturb is it do not disturb is that right disturbed.com no oh dang it
687. 1:38:13I didn't say the GD you'd be proud of me those of you that hate the Lord and damn being in the same word together um do not disturb foreign
688. 1:38:36no do not what the hell's the name of that there's a your words the world's first virtual lawyer that's maybe how you find
689. 1:38:45out world's first virtual lawyer world's first robot lawyer this is it
690. 1:38:59sorry about this sometimes the brain just don't work [Music]
691. 1:39:14fight speeding tickets this is it an exit called do not pay do not disturb I'm such an idiot do not pay so if you this is
692. 1:39:26um a virtual lawyer that will like fight your speeding tickets for you and and so so you kind of give it a speeding ticket
693. 1:39:33or you give it whatever sort of minor infraction you have and it will go do all the legal work it does it for all
694. 1:39:39the municipalities things like that this was started by a 19 year old like in his mom's basement I think it's five or six years old now
695. 1:39:47um but like this is going to um you know impact lawyers and so and but this is exactly what you're asking there do you also
696. 1:39:57believe it will replace most jobs within less than a decade I mean replace jobs I think it will transform most jobs within a decade
697. 1:40:07um I think there will be a lot of new jobs that we can't even imagine what they are right now that'll probably be
698. 1:40:13really exciting and really interesting um I think there will be a significant chunk of people displaced that you know
699. 1:40:22don't have the capacity or the desire to learn this stuff that are going to be in trouble I didn't understand Andrew yang going on about
700. 1:40:31um Universal basic income in the in the last presidential election I find like I get it now um I don't think it's the complete
701. 1:40:39solution but I I think that there's going to be enough disruption that we we probably need some sort of backfill to
702. 1:40:46not screw up the economy now I'm afraid to swear because people are offended what you should be offended at is my hair okay
703. 1:40:57um can you get current information or statistics using chat EBT no but you can with Bing go to bing.com it's connected
704. 1:41:04to the internet and with the chat gbt browser plugin you'll be able to just not right now what is chatgpt and how do you get it chat EBT is
705. 1:41:13uh a simple front end on on top of in front of an incredibly powerful knowledge engine that sits underneath it you go to chat.openai.com
706. 1:41:27and um start asking it stuff and it will blow your mind ask it to explain quantum mechanics to you in the style of
707. 1:41:39an Eminem wrap and watch what it does generative models in general along with classifier super powerful in BIO cool
708. 1:41:50got a link I don't know what you're talking about how to how do data scientists equal AI don't know what you mean
709. 1:41:59using chat GPT is My Gym trainer to get fit yeah my buddy that writes the uh everyday AI newsletter he just got he
710. 1:42:06wrote a tweet that just totally blew up he's lost I think 45 pounds chat gpts helped him lose 45 pounds since covid
711. 1:42:15Gen X all the way Gen X baby we're bitter we're angry we're the ignored bitter people we're cynical but we're fun
712. 1:42:2635 more production 20 more enjoyment using Chachi because yeah they just did a study they had two groups of people one used
713. 1:42:34chat EPT one didn't um they gave them identical tasks the Chachi PT group was 37 percent more productive at a 20 higher quality so so
714. 1:42:46think in a five day work week two of the days you don't need to work if you're using chat EBT and you're
715. 1:42:52outputting 20 higher quality work than the people not using it like and and and that's using like you
716. 1:42:59got to realize that that the tools that we have access to to right now are like these janky primitive quickly tossed together like chat GPT
717. 1:43:10was written in two weeks I'm sure it's better than it used to be but it was written in two weeks it's a very thin
718. 1:43:15piece of software there's not much to it um and and we're we're seeing essentially 40 productivity improvements
719. 1:43:28like just wait till these things get good um how do you get or use chat GPT chat.openai.com in fact I'll I since there's probably
720. 1:43:43some new people here I play with if sorry my app just crashed um tap the screen if you can still hear me am I still live
721. 1:43:57okay um yes yes okay good um so chat.openai.com sorry about the the um
722. 1:44:11the focus thing God damn I hate machines sometimes oops I just said goddamn oh well what are you gonna do um you could not watch
723. 1:44:21um jeez that's not readable at all is it so anyway chat.openai.com bing.com or poe.com poe.com the the focus is just disaster
724. 1:44:34um so that's how you can use chat GPT let me go get another picture let's see
725. 1:44:51other signal I like that one these images are from a project called Kyle Shannon dreams so these were all trained up on like 20 pictures I
726. 1:45:01uploaded of myself to this thing called dream booth and they were made in stable diffusion so they're sort of me but not me kind of pictures
727. 1:45:10um fine-tune your digital twin any guidance on how to use it for language learning yeah it knows all the
728. 1:45:21languages I had I had chat gbt I took a paragraph I translated it to Portuguese then Hungarian then Japanese
729. 1:45:31then German then back to English and I can still read like the paragraph still made sense it knows languages in fact I
730. 1:45:39I was I was on in one of my videos I said to someone they asked a question about um like does it understand languages and I
731. 1:45:48said it can probably make up a language and a guy got back to me like a week later and he said I had it make it make
732. 1:45:53up a language for me that was sort of based on some Star Wars something or other um so so okay so if you want to use it for
733. 1:46:05language learning here's I'll give you this is good for everyone go to prompts.chat and then it this is called awesome chat GPT
734. 1:46:18prompts and so the the first part of this document explains how to prompt but then it's it's it's all just a series of
735. 1:46:25act as a so the second one in this list is act as as an English translator and improver so you can tell Chachi PT to act like a
736. 1:46:38um language teacher and and you could say a language teacher that specializes in you know teaching someone who only
737. 1:46:45knows one language to learn this specific language and I want you to create customized training for me and it will just do it it'll
738. 1:46:53it'll become your personalized language tutor even AGI at human level is going to be a thousand times faster yeah I know is
739. 1:47:04this a real live no this is gpt5 and they have chosen this face uh as the one that that you would believe is a real
740. 1:47:14human being but this is all synthesized you on Twitch two or something I'm not on Twitch because I'm not a gamer and I
741. 1:47:23I could probably do things on Twitch that are not game related but I just haven't I just started on Tick Tock
742. 1:47:29because I did my Kyle Shannon dreams project I created tick tocks for that and then at some point I was like oh screw it let me just
743. 1:47:37make a tick tock to talk about this AI stuff because I I really started this channel in in large part to just be able
744. 1:47:44to process what I was learning to get it out of my head and then I realized oh wait this is actually it's actually
745. 1:47:49really important to demystify this stuff that that we're in the middle of a transformation and it's it's it's
746. 1:47:57I think it's vitally important that we get curious about this stuff and don't demonize it and understand it and start
747. 1:48:05learning it and so that's what this channel is all about if you could only be part of one ecosystem sagemaker hugging fish or steamship
748. 1:48:14Etc what would it be that's a good question um I don't think it would be hugging face or GitHub or things like that I
749. 1:48:24haven't even heard of the other two things um if I had my brothers the the large language models would be just ubiquitous
750. 1:48:35in every ecosystem that I'm in and my personal autonomous agents um could navigate between the systems for me um I would probably prioritize
751. 1:48:51human communities like like communities of connection rather than communities of technical um homogenization
752. 1:49:04because I think the AI is going to just automate all of the translation between all of the different platforms so I
753. 1:49:10don't I don't think the platforms ultimately matter which which again goes back to the thing that I think is a
754. 1:49:16really bright silver lining of all this stuff is there's the chance that we reconnect as humans that's the thing I
755. 1:49:22think we're missing and it's the thing I think we need and I think it's the reason I think everyone's so sad and cranky and angry
756. 1:49:28with each other right now um so I want to get back to like not hating each other wouldn't that be nice
757. 1:49:34um I don't notice any questions on here he's replying to because I'm basically starting at the top and then just
758. 1:49:40working my way down I'm not doing it from the bottom up so there's probably a better way to do this but oh by the way
759. 1:49:47today's my birthday I'm 58. um I'm a 58 year old dude so I'm I'm I'm not a tick tocker I won't be twerking tonight you're welcome um
760. 1:49:57so I'm probably doing this wrong is why it doesn't look like I'm answering any questions but I am um you can use good prompts so that
761. 1:50:06it won't answer when it's not confident um okay even can give you a confidence level I don't quite know what that means
762. 1:50:14you can use good prompts so that it won't answer when it's not confident oh yeah you can you can tell it um to to um
763. 1:50:23one of the one of the hacks of chat GPT is you can have it give you an answer and then you can tell it reflect on the
764. 1:50:31answer you just gave me and and tell me whether it's good or bad and in reflecting in the answer and analyzing
765. 1:50:38its own answer it will get better at answering your your stuff so so yeah that's a that's a really good point you
766. 1:50:44can you can even give it a confidence level so so when it gives you an answer tell it to analyze its answer to give you a
767. 1:50:51confidence level of how accurate it thinks it is um it really interesting I don't see comments he's talking to that's because
768. 1:50:58I'm gpt5 I'm not real this is all synthesized isn't AI cool what other Tech you think has promised for revolutionizing the future like
769. 1:51:13crypto or Quantum computing um there's a lot there's there's a bunch um Quantum Computing feels like it's still
770. 1:51:23fairly far away but when it gets here it's gonna be crazy um I think all the web 3 stuff is has shot itself in the foot by being a bunch of
771. 1:51:35you know money grabbing crypto Bros um so I think I think that whole industry has probably three years of
772. 1:51:45um eating some Humble Pie until they actually start putting out real businesses that that are not just you know money grabbing scams
773. 1:51:54um and and I was pretty deep in that world I'm I'm part of the Neo Tokyo community and I was pretty deep in that
774. 1:52:00world for a year and it's just I don't know what was interesting about crypto and blockchain and all that nfts for me
775. 1:52:07was the the deeper I dug the less real those companies felt and and the text really interesting just the
776. 1:52:15companies suck and um the deeper I dug with the AI stuff the more profound it got and so I think that AI will drive web3 adoption
777. 1:52:26um I'm trying to think if I I mean I I think AI is going to amplify a lot of things I think some of the things going
778. 1:52:31on in in the medical community with crispr and you know the protein folding the AI that that you know predicted 400
779. 1:52:41000 or some ridiculous amount of proteins like in a two-week period that that would have taken I don't know some god-awful number of years
780. 1:52:50um I think that's going to revolutionize a lot of things will this put va's out of business I don't know what va's are like Veterans
781. 1:52:58Administration um if if if that's what you mean va's of virtual assistants uh yes I think that I think that a autonomous agent we're not
782. 1:53:13when autonomous agents get good um you they will be way better than any virtual assistant way better they'll go book stuff for you
783. 1:53:27they'll understand your preferences they'll fight fights for you they'll arrange play dates for your kids yes yes
784. 1:53:35I think that I think that autonomous age and again I I just have this sneaking suspicion that Apple's going to be really good at this
785. 1:53:43I think I think Apple's gonna gonna be the first one to really crack the nut of kind of the consumer you know the consumer version of AI
786. 1:53:55and I think it'll be an autonomous agent that that operates on your behalf and just does great stuff for you um uh can the AI hurt people
787. 1:54:07um yeah it it can I I mean it like in a lot of ways but it but it's like I mean so can everything else right so can
788. 1:54:17you know a hacker using you know fishing techniques and um the AI will be able to do that stuff a lot more efficiently
789. 1:54:28um I think we're gonna see and I don't think it's so this is an interesting thing like a lot of the fear
790. 1:54:36is like the robots will get us I don't think it's so much that the AI is going to hurt people I think what it is is the
791. 1:54:43scammers are going to use AI to get really good at scamming and that's going to hurt a lot of people so I think people are going to hurt
792. 1:54:50people using AI well AI allows allow us to own AI people and families who have no idea they're being watched from a screen I don't know
793. 1:55:02what that means like you're watching me right now I don't know I'd like to learn how to write AI um have Chachi PT teach you that because
794. 1:55:13it can will AI allow us to own AI people and families who have no idea I got that one again I don't I don't know what that
795. 1:55:20question means if you could have chat apt rephrase that question so I can understand it I'm just a simple Country Doctor um
796. 1:55:31they even know the name of our first pet and the first time we kissed yeah we gave up all of our private information
797. 1:55:3620 years ago we give it up to Google and Facebook so don't blame my AI for that crap we did that we did that
798. 1:55:45thank you I'm getting happy birthdays I'm it jumped me to the bottom again thanks for the happy birthdays um I'm old I'm an old Feller
799. 1:55:54[Laughter] your controlled cursing is admirable thank you thank you Emily's wife I know I I uh I slipped there once but I'm you
800. 1:56:03know I'm trying I just I get wrapped up in my I get wrapped up in the the passion the excitement and uh
801. 1:56:11you know I'm a fan of of comics that use bad words so it's just become my default so what are you gonna do all right uh
802. 1:56:23I'm not going all the way back up because I can't find it but I'll just start somewhere so um let's see I'm a mother shows wait I am mother
803. 1:56:34shows how AI affects us AI does depopulate people and then re-populate us via embryos I have no idea what that means is there a charge
804. 1:56:45for AI um someone's paying for it the Bing bing.com is free that's by Microsoft Microsoft is making their
805. 1:56:55money on cloud services and Office 365 and probably a little bit of advertising but not much because they're willing to
806. 1:57:03lose money on this so they can kick Google's ass um chat GPT is free but you get kind of a slower version than if you pay for it um
807. 1:57:15the dolly d-a-l-l-e image generation is free you can also use that on bing.com bing.com um so there's there's some free stuff out there
808. 1:57:29um what if AI doesn't need us anymore in this case AGI or ASI I don't know I mean that's sort of the 20 or 30 year
809. 1:57:4120 or 30 year Vision I can't I can't look that far down right now I'm just trying to figure out what's happening in
810. 1:57:46the next year because I think the you know when these things get smart enough that they're they're they're
811. 1:57:52starting to create their own governments and their own you know governance things and they're starting to manipulate us into believing
812. 1:57:59different things um hopefully we'll be smart enough to have controls in place if if you're interested in
813. 1:58:07a possible direction that those controls might take start reading up on the company anthropic which is a bunch of EX
814. 1:58:14open AI people that use this thing called the Constitutional learning model where where basically the AI
815. 1:58:20measures all of its answers against its own Constitution so it's a set of rules that that it checks its answers against
816. 1:58:26so so there's some models out there that are pretty pretty interesting um for that for me right now I think the next two
817. 1:58:34years are going to be so disruptive that um I'm just worried about that right now I'm I'm kind of in this place of start
818. 1:58:42getting curious about this stuff so you're surfing the tsunami rather than thinking you're in a cozy beach cottage
819. 1:58:49with with the tsunami coming um I don't think all the AI tools to develop software are not in are not intelligent enough go start writing
820. 1:58:59software with them they're brilliant and they're and and they are as bad now as they will ever be these things are getting fast better
821. 1:59:09dramatically fast the code stuff is I don't think we're I don't think we're gonna need to code will become quite invisible
822. 1:59:19um pretty quickly I think um what's the largest effect you think chat GPT will have on business well I think I think
823. 1:59:31I think the fact that 100 million people started using chat GPT in six weeks says to me that it isn't going away it's
824. 1:59:38forced all of the AI companies out of the Shadows it's dramatically Amplified competition it's dramatically Amplified the amount
825. 1:59:47of developers improving these tools so I don't think that there's a single business that won't be profoundly affected
826. 1:59:58in the next 12 months I think it's going to have dramatic impact on all businesses and I mean like like what companies do may change what
827. 2:00:09their workers do may change how they bill may change like like just take like one of the worlds I know a decent
828. 2:00:16amount about is the advertising world and they use a time and materials model so they charge hours for people to
829. 2:00:24generate stuff copywriting images ads TV shows whatever it is we're moving into a world where the generation of that kind of content
830. 2:00:37happens in three seconds so if you say to a client I'm going to charge you four weeks of 10 people to generate this amount of content that
831. 2:00:49I as the client know can be generated in two days at the same level of quality you could certainly argue it might not
832. 2:00:55be the same level of quality yeah but it's it's orders of magnitude different um so I think the the advertising
833. 2:01:04holding companies and and you know just just ad agencies in general are very quickly going to confront a reality
834. 2:01:11where clients are no longer willing to pay time and materials if you've got a four decade old holding company that its
835. 2:01:19entire model is based on hiring as many people as possible and charging a hundred and twenty dollars an
836. 2:01:26hour and up for those employees to do all this work and all of a sudden the majority of your clients say I'm not
837. 2:01:35going to pay time and materials anymore that will affect that will affect that business in a very dramatic way I think
838. 2:01:40that's a very real possibility I think we're going to see that across almost every industry the technology is far beyond what people
839. 2:01:48are talking about I agree customer service claims do not pay yeah do not pay.com oh that was it that was
840. 2:01:54when I was trying to figure it out what did I say do not disturb someone should start do not disturb.com right now
841. 2:02:00because you know you'll make a fortune on it because I can remember that um at least that'll shut down the
842. 2:02:06Calcutta call centers or free up those guys for some other Mischief yeah exactly they'll they'll uh get really good at the scamming stuff
843. 2:02:14um I don't take much stock okay uh I don't know what this says what is the role of an AI expert called um uh liar
844. 2:02:28there's there should be no AI experts right now well there can be machine learning and data scientist AI experts
845. 2:02:35but with this generative AI stuff no one's an expert right now everyone's trying to figure it out what about trade
846. 2:02:40box and copyright well my business idea truly be mine um trademark and copyright is an incredibly complicated nuanced
847. 2:02:51filled with gray area kind of topic um that I am in no way um uh capable of commenting on with with any real intelligence I think the
848. 2:03:03copyright and trademark Mark lawyers are going to make a fortune in the next two decades I think everyone's gonna Sue
849. 2:03:09everyone and I think we are moving into a world where the role of copyright is increasingly irrelevant
850. 2:03:18because we're moving so so copyright was based on the premise that printing a book was hard and and those laws got
851. 2:03:28really weird and had to be modified when we moved into the internet age when everything went digital and it was
852. 2:03:33really easy to send anything and like they kind of had to artificially put on sort of copyright layers on top of stuff
853. 2:03:40we're moving into a world where content is going to be generated in real time for me personally like within five
854. 2:03:50years so I I don't know how you protect anything in a world where you have when you where you have infinite content
855. 2:03:58I I don't know I don't know people are going to fight and and people's careers are going to be upended and that part really sucks
856. 2:04:09but I just don't know how that concept survives in a world where you have infinite instant generation of content
857. 2:04:19there will be a lot of AI related jobs lots lots that we don't even know drones payload drones payload operators will
858. 2:04:26soon be gone yeah I think drones are going to get smarter and smarter and smarter how can I convince my workplace not
859. 2:04:34not to go into AI because I don't want to lose my job your workplace is if they're going into AI it's smart if any
860. 2:04:45job that is ignoring this right now I think is it is at risk of going out of business so what I would say to you is get
861. 2:04:53curious about AI figure out how to amplify what you do with AI um because I don't I don't think you can hide from this I really don't
862. 2:05:04um Talk how you talk that's why you're here we like you as your natural self why thank you Jasmine I appreciate that
863. 2:05:11um does it cost money what AI chat GPT doesn't uh is chat gbt cloud-based yes it is and and by the way chat GPT if you
864. 2:05:19don't know it they now have data controls you can turn off chat history and you can turn off the ability for
865. 2:05:24them to use your data but you lose your chat history so if you turn that on make sure you um download your chat history first
866. 2:05:32what way chat GPT can help with weight loss um tell it to give you tell it to make you a meal plan um if you like a particular
867. 2:05:40um kind of approach like keto or or um I don't know whatever some some sort of approach tell us to give you a meal
868. 2:05:49plan tell it to give you an exercise plan I obviously haven't done that with it that was a fat joke people are worrying about you swearing
869. 2:05:58or missing the point of this stream amazing info being shared thank you ah it's a party how do you use Chet GPT online plugin
870. 2:06:14uh I don't know what you mean there are a lot of uh like Chrome plugins Chrome extensions that tie into the GPT API
871. 2:06:28um again most of what I use is just I go to chat.openai.com that's the official chat GPT site I don't think you need to
872. 2:06:36use other stuff right now I need to convince my boss not to get involved with AI please guide me SOS I disagree I think you need to
873. 2:06:43find out I would ask your boss why your boss is so excited about AI oh I'm in the advertising industry you're you need
874. 2:06:51to be an AI like here's here's the deal a three to four person company three to four people are going to start
875. 2:07:01an AI Centric agency that are going to outperform a 30 or 40 person agency they're going to outperform them on turnaround time
876. 2:07:10cost and quality all three of those and they're going to start small companies are going to start taking down
877. 2:07:17big companies one after the other I I think if you're in the advertising it looks like you're a producer
878. 2:07:23um you got to start learning these tools the advertising industry in particular I I do a lot of work in the Pharma business and
879. 2:07:31um a number of my clients are fed up with agencies they're fed up with time and materials they're fed up with
880. 2:07:37baiting and switching where the senior people selling the business and then they switch them out with the junior
881. 2:07:44people that are incompetent and unmotivated and they charge a ridiculous amount of money for it they take forever to turn things around and
882. 2:07:53it's it's it's a model that is fraught with with frustration and problems and as clients get more educated on what
883. 2:08:02these AI tools can do they're going to look to agencies that can turn things around on their expectations at a price
884. 2:08:10you know that is not the current model so I think your boss is right I hate to say it your boss is right to uh to be
885. 2:08:20leaning into the direction if I were you I would I would pile up with your boss and find out why he or she is so excited about this or
886. 2:08:29feels it's so important and support them um because otherwise the the whole agency is going to go down how do you
887. 2:08:37use chat GPT online plugin I don't know I asked that before um Can AI maintain my home lab and is smart probably not but still
888. 2:08:47asking I don't know what your home lab is like if it's just like beakers and you're pouring things into beakers probably not but if
889. 2:08:58it's anything connected to the internet um I think it could certainly help I would like that's something that I
890. 2:09:06would ask chat GPT I would say you're a lab assistant describe your lab describe what tools you use and then say how could you
891. 2:09:16help me maintain my home home lab and see what it tells you have I seen the latest videos of Instagram where they use mid journey I
892. 2:09:25have not I'll go look that up that's interesting can it help with stocks and shares yeah you can you can have it make
893. 2:09:31it will program Bots for you you can even combine Bots you can if you go to like a stock trading site and go to
894. 2:09:38their bot section you could take two different Bots copy the code paste it into chatgpt and say combine this into a
895. 2:09:44hybrid bot between these two or explain how these Bots work explain what's the theory behind them and then
896. 2:09:50take the best parts of that and tell it to write you a new bot and it'll do that it's it's it's magic did I say
897. 2:09:57prompts.chat yes prompts.chat takes you to awesome chat GPT prompts and it's just this never-ending list of
898. 2:10:06um act as a motivational speaker as a debate coach as a novelist as a movie critic as a philosophy teacher pretty cool
899. 2:10:15all right I gotta go to bed soon I got big meetings tomorrow big meetings happy birthday thank you for the happy
900. 2:10:25birthdays appreciate that I'm old I'm old and tired but my teeth are still here some of them not all of them
901. 2:10:35I love this channel keep it up and happy birthday thank you fellow jet access gen xers stick together bitter you betcha
902. 2:10:45oh no I came for the twerking yeah sorry about that there will be no twerking for the benefit of you but also for my
903. 2:10:53back do you know what like I would just drop to the ground you know the spinal injury if I tried twerking
904. 2:11:00um it's actually more fun to work with AI instead of using it yeah I think that's right like think of think of
905. 2:11:07cheche EBT and these AI tools like a collaborator it really does change how you interact with them like I find
906. 2:11:13myself someone said this last night they're like I find myself being very polite to chat GPT like thanking it and
907. 2:11:20saying please I do the same thing what do I think of hate uh hinton's latest interviews and comments so
908. 2:11:26Jeffrey Hinton The Godfather of AI um quit Google so that he could focus on uh being able to freely talk about the risks of AI um
909. 2:11:36I think it's ultimately a good thing I I mean what what Hinton realized is that this stuff's moving way faster than he
910. 2:11:43thought it would you know we've sort of accomplished in five years what he thought would take 30 to 50. um
911. 2:11:51and and and what he said was if he's being paid by Google there are things that he might need to say like like he
912. 2:11:58explicitly said Google isn't doing anything bad but because Google's a business he might say something about what the industry is
913. 2:12:06doing that would have a negative impact on Google so he didn't want to be paid by Google and be in that position where
914. 2:12:11he couldn't compromise his workplace basically um so I think that's pretty smart and he's a smart guy and he understands this
915. 2:12:20stuff and he understands what the risks are and he can answer questions like how will this kill us um which then means he can also answer
916. 2:12:27the question what could we do now to have it not kill us right so so you know I don't think just having adorable optimism which I've been
917. 2:12:40accused of that before um I don't think just having adorable optimism is the key I think we have to be realistic and say what are the actual
918. 2:12:47risks and how do we mitigate those risks and part of that is government um participation but you have to have a
919. 2:12:56government that's competent our government doesn't understand how Wi-Fi works they don't understand how AI works
920. 2:13:01I mean come on so like I think you need people like Hinton um like like he's probably um very well positioned to be in some sort
921. 2:13:12of advisory role or even a cabinet role within the government where all of a sudden the government could have a
922. 2:13:17[ __ ] clue wouldn't that be nice I'm not holding my breath but it would be nice um answer my work emails yes yeah it's
923. 2:13:30going to get really good at that I'm teaching va's how to use AI That's great um teach AI how to interact with your va's
924. 2:13:38Apple savings already made a billion dollars yeah apple I have I listen I've been an apple Fanboy my first Mac was a Macintosh 512
925. 2:13:49ke look it up it was the second Mac um I've been an apple Fanboy for decades I don't mind Tim Cook but he's a CFO he's not a visionary
926. 2:14:02that company they lost Johnny Ives they lost Steve Jobs they are missing a Visionary but they're Apple they they at
927. 2:14:09least have the DNA to be able to do some remarkable things and they have the money um to be able to hire the talent so I I keep
928. 2:14:21um holding out hope that Apple's not gonna suck with this AI stuff I think they could be really good with it ask me in three months
929. 2:14:30if they don't make an AI announcement in June I think I'm I think I'm gonna go to Android no I'm not I'm gonna always be an Apple guy but
930. 2:14:38but seriously like I am more like I was always a Microsoft hater I think Microsoft is the their last six months
931. 2:14:46has been brilliant brilliant they're acting like a startup it was funny in the in the early web days Microsoft because they were
932. 2:14:56their core business was selling software and shrink wrap boxes in box stores and so they were very resistant to the
933. 2:15:03internet because because it was it was a direct contradiction to how they made all their money so they were they were kind of
934. 2:15:10two three years just not there and but when they decided to go internet they did it like that and I feel like they've done that with
935. 2:15:21this AI stuff as well and and they're also the new CEO is taking such Glee in [ __ ] with Google it's it's really fun
936. 2:15:29to see so I didn't think ever in my lifetime I would be a Microsoft fan but the last six months have kind of been a Microsoft fan
937. 2:15:36like I'm even considering like you like the office suite of products like I've been using Google office stuff for I
938. 2:15:43don't know how long seven eight years ten years a long time but but the the work Microsoft's doing is is really smart
939. 2:15:55sorry lost my place again going back going back going back hold hold please hold please I got to go to bed have I said that before
940. 2:16:07um but I like doing this I like doing these things I you know hopefully people are enjoying um it's actually okay I'm back where I was okay
941. 2:16:18[Music] um we'll use AI to catch the scammers yeah so so just like you've got you've got um hackers right now trying to hack and
942. 2:16:32you know white hat you know security people try to fight the hackers like the hackers are gonna get access to these AI
943. 2:16:38tools but so are the good guys so the wars will continue they're just gonna have more powerful tools so I agree with that
944. 2:16:45and yeah you'll be able to if you actually catch a scammer you'll be able to take them down in in pretty
945. 2:16:50significant ways with with these tools how long will it be before the AI doing virtual assistant work I think that's
946. 2:16:57coming very very quickly again I'm hoping Apple does that really well AI will certainly make smart contracts
947. 2:17:03easier boosting the use of dows new business structures yeah I agree I I think AI is gonna AI is absolutely the
948. 2:17:10path that is going to drive web3 adoption yeah dowels are really interesting but but having a having AI assist in all the
949. 2:17:23scenario planning of what could go wrong with the Dow um I think I I think we're gonna I think we're gonna start to see really
950. 2:17:29sophisticated structures that are driven by AI that make web 3 safe palatable intuitive easy transparent all the stuff
951. 2:17:40it needs to be right now you still need to be a [ __ ] programmer to be in web3 and and that needs to go away like I
952. 2:17:47should just be able to say I want to create an nft of my artwork and I I want you know people on these networks to be
953. 2:17:54able to buy my [ __ ] and it can figure out all of the translations and chain swapping and whatever the like I
954. 2:18:02shouldn't need to know any of that [ __ ] and I shouldn't need to have 400 wallets to play in web 3 sorry a little bitter about web3
955. 2:18:12um advice for how to introduce to students on proper use to help in their schoolwork um I would just start interacting with them
956. 2:18:25like using critical thinking and exploring the tools together like I don't think you need to instantly become
957. 2:18:32an expert overnight I I would make it safe for them to talk about like who here's use chat GPT make it safe for
958. 2:18:39them to say oh I use it and make it safe for them to say I used it for my homework and then say well how did you
959. 2:18:45use it for your homework let's do that for the next assignment let's have everyone do that for their homework and
960. 2:18:50then let's bring in our answers for what chatgpt created and let's look at them together and we can talk about what was
961. 2:18:55good and what was bad and right and you can engage with them about hey these tools are kind of magical and you know I was running the
962. 2:19:08classroom on uh in a certain way and then these these tools kind of change that so let's figure out together how
963. 2:19:15we're going to change that because maybe we use these tools to do things that are more creative than we would have done
964. 2:19:21otherwise I don't know I mean I I think you just engage right I think you engage as humans now you're a teacher so you
965. 2:19:28need to kind of lead the charge there so you need to have a plan but the plan could be step one figure
966. 2:19:34out what your students are already doing because they're probably doing something with it um I enjoy your analysis what's your
967. 2:19:41background are you trained and working in it um my background is I'm trained as a Storyteller I have a degree in acting I
968. 2:19:51moved to New York City out of school um started and ran a theater company I wrote seven screenplays I wrote a one-man show
969. 2:19:59and then in the mid 90s I was doing desktop publishing as my day job when I was trying to be an actor and I wasn't
970. 2:20:06trying to be an actor I was successfully being an actor I just wasn't getting paid for it so creatively successful financially disaster
971. 2:20:16um then I discovered the world wide web and I started one of the first online magazines I started one of the first
972. 2:20:21digital agencies company called agency.com and then uh for the past decade I've been the co-founder and CEO of a company
973. 2:20:30called storyvine which is a automated video storytelling platform so I I would consider myself more of a
974. 2:20:37product guy than I'm certainly not an engineer and I'm certainly not an I.T but I work with a lot of those people so I understand the world
975. 2:20:46um I'm more interested in and like the only thing I think I have skill for is kind of the strategy around how you
976. 2:20:54think about AI how you might deploy it how you might use it how you might leverage it um and I think that's the the the
977. 2:21:01transition we're in the middle of is you don't need to be a data scientist and a machine learning expert you don't
978. 2:21:07you don't need to create the models anymore well people that create the models can go create the models but now
979. 2:21:15that the models have been presented in this magical little tool called chat gbt and and now that that's going to lead to
980. 2:21:21all these other magical tools that are really easy for regular human beings to access now it starts to be about okay
981. 2:21:29what are the powers that these tools give us as professionals and how is that going to shift every industry so that's
982. 2:21:37that's how I'm coming at this so um I'm just geeky enough to be able to have the conversations and understand
983. 2:21:45what's going on but the minute you put me in front of code my ADHD takes over and I want to smash my face into the screen
984. 2:21:51so Engineers I respect them a lot because they can do that and I can't in fact my my business storyline basically
985. 2:21:59exists because I don't have the attention span to do video editing and I invented a whole company to automate
986. 2:22:04that [ __ ] so I didn't have to do it all right well AI allow you to create AI personalities on the cloud
987. 2:22:13um who will have no idea that they are real yes I think within a year it will be very hard to distinguish um real from fake avatars
988. 2:22:26um and and again this is where I think that um blockchain technology could be really interesting where you could use
989. 2:22:33blockchain and nfts to validate that someone is real like yeah this is the real person this is like in fact someone
990. 2:22:40people are joking because of how poorly I manage my question answering um is this a pre-recorded thing it's not
991. 2:22:48a pre-recorded thing but it it may seem like it well so imagine if one of the you know icons on screen was like a
992. 2:22:56blockchain verified this is live this is a real person because I think we're going to need that how can I tell the written response to
993. 2:23:06format better on documents like resumes different colors indents so um so you can if if it depends on the program you're using but like like
994. 2:23:18um I created a program that generated emails and then it was just doing plain text emails and I said um I want this to look better can you
995. 2:23:27reformat this in HTML to make it look better and it did and it just wrote the HTML of that email and I used that in an
996. 2:23:35email thing so depending on the on where you're putting the uh the document you can have it tag different sections and
997. 2:23:43have it recommend colors all sorts of things like that um and depending on the software application you're using it might use
998. 2:23:51some sort of XML that you can import and if you're going to Port XML then you can have chat GPT generate XML it's pretty remarkable
999. 2:23:58controls are going to be behind a paywall or security of sorts no um for some tools but again there's so much happening in the open
1000. 2:24:08source world world right now and there are so many developers pouncing on this that I think there's going to be all
1001. 2:24:15sorts of options out there that we're going to have that won't be behind paywalls what I think is going to remain
1002. 2:24:21behind paywalls and where I think there's a lot of good business is proprietary data sets so Bloomberg just
1003. 2:24:29launched or just announced Bloomberg GPT which is a chat apt-like model based on proprietary Bloomberg data I think those
1004. 2:24:37kind of things are going to remain behind firewalls and and those are going to be worth paying for because you're
1005. 2:24:42going to have a high likelihood of trust that that data is going to be valuable and useful and things like that
1006. 2:24:49how can AI be my first personal financial decision maker I'm really shitty with money so I I should answer
1007. 2:24:54that one too but you can just have it tell it you want it to be a personal financial coach explain your
1008. 2:25:01situation and have it give you a 10-week plan um and and and then break each of the steps of the plan down into a day by day plan
1009. 2:25:10have it give you a day by day weekly plan for the next 10 weeks and see what it comes up with and 10 weeks might not be right it might
1010. 2:25:20be six months but whatever um and give it your goals I want to improve my credit rating I want to start
1011. 2:25:26a savings account I want to understand investing tell it to teach you all that and have it create a plan and then just follow the plan
1012. 2:25:34you you become the assistant let it become the boss and you just work for it gpd4 is blowing my mind with code I know
1013. 2:25:44it's it's pretty remarkable and I don't even code um using it so so we had we in my app we had this obscure bug it was an edge case
1014. 2:25:52bug and it was only on certain browsers but it like we just couldn't find it couldn't find it and then our developer
1015. 2:25:58finally just grabbed a pile of code threw it into gpt4 and said can you find a bug here and he had two characters transposed and found that
1016. 2:26:06we untransposed them and assumed that that wouldn't change anything and it fixed the bug it's amazing I'm going to use it to write my report
1017. 2:26:15cards make lessons and assess yeah yeah teachers should use it too like you know like the students shouldn't be the only
1018. 2:26:21ones allowed to cheat right do you think Charles that's that's pretty funny the Charles Kamala joke pretty good
1019. 2:26:32um what human qualities do you think are Irreplaceable by AI well I think so I think we're moving from an
1020. 2:26:39information age to a knowledge age where where large language models become knowledge on demand I think the thing that remains human is
1021. 2:26:50wisdom how do we use the tools how do we determine what we want to do with them how do we curate the what's generated how do we refine it
1022. 2:27:04and how do we apply it and how do we use these tools in a way that benefits us as a society rather than destroying
1023. 2:27:13it because we're doing a pretty [ __ ] good job of destroying our society right now without AI so maybe we could use AI
1024. 2:27:21to unfuck up what we [ __ ] up for the past 20 years so [ __ ] bitter Gen X baby I'm not bitter enough to get involved
1025. 2:27:34and like run for office but you know I'm good at shouting from the sidelines will future robots sing to their
1026. 2:27:41children old MacDonald had a farm that's pretty good yes yes they will AI software developer how can I make an impact on AI
1027. 2:27:55um apply for a job at open AI um I mean honestly go to GitHub I mean go play with auto GPT go play with Lang chain go
1028. 2:28:08play with uh baby AGI if you don't follow David Shapiro on YouTube he's got a whole project where he so David
1029. 2:28:17Shapiro's written a bunch of books on machine learning and and and AGI and all this stuff like he's brilliant brilliant
1030. 2:28:24dude and he's got a project where you can contribute as a developer to his project building an AI and AGI system
1031. 2:28:32out of multiple systems so I would say start developing like like teach yourself all these tools because
1032. 2:28:40you know all the documentations there and you can use copilot on GitHub and you know Chachi BT to accelerate your learning accelerate your
1033. 2:28:51development I would Dive In dive in deep quick fast now go and make [ __ ] better make Auto GPT not suck
1034. 2:29:01because mid Journey the best place for image making yeah it's by by far the highest quality images in my opinion um
1035. 2:29:08stable diffusion is a close second and stable diffusion is more um flexible for sure um but it's more Technical and it
1036. 2:29:19requires a bit more geeking out stability AI is a really interesting company though they keep open sourcing
1037. 2:29:27all of their models I think because they know they're going to get their asses sued into Oblivion and they might not exist
1038. 2:29:33you mentioned Apple what do you think they'll start with what's the opening move
1039. 2:29:48it's a great question there could be an opening move could be around augmented reality so they're launching
1040. 2:29:56their big goggles which have been anticipated for what 10 years um I think they're finally going to launch those goggles
1041. 2:30:03um I don't have high hopes for them but you know I think they have to launch them because everyone's been waiting for
1042. 2:30:09them so I think they could I think they could roll some um large language model you know kind of smart chat stuff into the augmented
1043. 2:30:17reality where your augmented reality is like really really smart and does really cool things the other thing that is the thing that I
1044. 2:30:25think might have more impact is um they could create AI agents that you Deploy on your behalf so so think you
1045. 2:30:35know the little characters that can talk like you and there's like the unicorn and so imagine if those didn't suck right
1046. 2:30:43and imagine if they weren't just puppets um and you know maybe it's the kind of thing where they make it really easy to
1047. 2:30:53make it kind of look like you like this you know the Kyle Shannon dream stuff like let me find a dude that kind of looks like me
1048. 2:30:59like there's a bit in the rain so imagine if I took like this stylized version of myself and I could turn that
1049. 2:31:05into an agent and but then that agent could go do stuff for me it could go book movie tickets and it could build me
1050. 2:31:11websites and it could do things like that so I could see them doing something around super easy to use agents that have deep AI stuff
1051. 2:31:23underneath them but on the surface they're like these simple tools that just do cool [ __ ] for you so maybe something with ar maybe
1052. 2:31:31something with agents based on my experience since Steve Jobs died probably nothing I just I just hope it's not nothing
1053. 2:31:40um my AI from Snapchat is a favorite with kids because it's Avatar based what's another I actually don't know I
1054. 2:31:47heard that some of the Snapchat feedback was that people were hating it the fact that that um it's a kids it's a favorite with kids
1055. 2:31:55is interesting because it's Avatar based yeah I think I think the avatars um avatars are going to get really
1056. 2:32:02interesting they're going to get really interesting they're going to get really good they're going to get really smart um
1057. 2:32:09and it's interesting like like avatars are not gonna start in the metaverse right it's not going to start like
1058. 2:32:15Zuckerberg you know showed in the shitty videos right we're not going to go into a world and then represent ourselves as
1059. 2:32:23an avatar and stand around like awkward junior high students at a at a at the dance um which is which is what you know
1060. 2:32:31virtual reality is like now I think we start out with these avatars as agents right so they're kind of independent
1061. 2:32:37like little dudes that that can you know show up in Tick Tock or show up you know in chats or or things like that and then
1062. 2:32:46eventually we'll migrate into 3D worlds um so I think I think we'll start using virtual agents and avatars soon how can
1063. 2:32:56I make drone delivery business using geospatial and AI um what's the name of that that drone business that Mark Roper just did
1064. 2:33:11a video on hang on a second I mean I know nothing about that world but this company is fascinating Mark Roper um drone
1065. 2:33:28so this is the video It's called this drone will change making lunch so I place it so the company is called um hold
1066. 2:33:49why does not have this in his hang on a second zip line so there's so so um go to YouTube search for Mark Roper
1067. 2:34:05r-o-p-e-r or Rover r-o-b-e-r and then the video is called this drone will change everything it's a company called zipline
1068. 2:34:16um really fascinating company really fascinating Tech they're using AI they're doing like real-time delivery of
1069. 2:34:24blood to hospitals and and this thing so rather than the Drone coming down and bringing the package down and like
1070. 2:34:31landing on your table and having like the blades cut your face off it stays at 400 feet above its location and then it
1071. 2:34:39uses a zip line it drops like the basket down but the basket has its own propellers and it and and it's like
1072. 2:34:46dinner plate sized accuracy so they're delivering in real time like blood to hospitals so so a doctor will just say I
1073. 2:34:54need O negative blood in these rural areas of Africa and these drones just get shot out of these catapults and so
1074. 2:35:02so this is the video for it um this drone will change everything so I would start with this just because I think
1075. 2:35:08it's quite remarkable and then figure it out from there I don't know enough about that world to give you any real advice
1076. 2:35:14other than here's a video um chat GPT tell me I'm not fat I need that too um like Google you can use it for Google
1077. 2:35:25Docs and I'm incredibly likable and informative thanks so much I appreciate that um get on the wait list for the plugins
1078. 2:35:32yes get on the waitlist for chat GPT plugins they're going to be really cool I've got access to the plugins but I
1079. 2:35:37don't have any access to any of the ones that I want so I'm cranky [Music] um we'll we will all have our AI doctor
1080. 2:35:47that knows everything we do all day I agree with that and that's a good thing because it'll they'll be more empathetic than
1081. 2:35:55current doctors and they'll give us time and they'll give us answers and and when these things get you know can validate
1082. 2:36:02answers and validate that it's actually good advice it's going to get really interesting I think AI is going to
1083. 2:36:07bridge the gap for people with disabilities totally agree with that their their work can now be amazing I
1084. 2:36:13totally agree with that like like I just I mean these the AI tools are amplifiers right they're like Brilliance amplifiers
1085. 2:36:22and so you can take things that you're not good at and it can be good at that for you and all you have to have is the intention
1086. 2:36:29so yeah I think I think it's going to be remarkable for for disabled people how do I feel coders careers will be
1087. 2:36:35impacted dramatically and fast start learning AI hello what can AI what AI can I use to create and blank I don't know oh wait
1088. 2:36:48one day I can I use to create a oh a baptism invite um go to canva canva's got a bunch of AI tools I don't know that you need AI for
1089. 2:37:00that you can have chat GPT right the write the copy and then go to canva and just pick one of their designs
1090. 2:37:06but canva's got a bunch of generative AI stuff in it now so I'd say just go play with canva is chat gbt usable in the
1091. 2:37:12restaurant business chati PT is usable in every business if so give an example sure um how's your Chef have it come up with new recipe ideas
1092. 2:37:24um come up with a concept like Tuesday is um uh I I don't know a particular thing like no chicken night so so tell it to
1093. 2:37:36come up with a menu for for the kind of restaurant you are um have it help you shop have it help you um organize um
1094. 2:37:47have it analyze your profitability and suggest ways to be more profitable and where you can save money there's just an
1095. 2:37:55infinite number of ways that you can use it I would say start with tell tell chat GPT to act like an experienced successful restaurateur
1096. 2:38:08and you wanted to give you advice on how to improve your restaurant have it do marketing come up with a
1097. 2:38:15marketing plan for you have it come up with a word of mouth campaign for you literally any part of your business just
1098. 2:38:22start interacting with it pick a specific problem you have in your business work with chat GPT to solve
1099. 2:38:28that and then from there it'll the world will open up can I explain the prompts um yeah prompts are there's the whole thing
1100. 2:38:39what I would say is this go to prompts.chat um which takes you to this thing called that will take you here
1101. 2:38:48um this this top part of the document will teach you how to prompt and then um the the whole thing is just a long
1102. 2:38:58series of prompts that will um put chat chat GPT in a specific kind of mode like a personality that you can
1103. 2:39:06then interact with that's a good way to start you just kind of need to get curious about it and start playing
1104. 2:39:13it's going to be interesting prompting in the next two years is probably not going to be as critical as skill because the machines
1105. 2:39:21are going to start prompting themselves like a lot of what we have to do now is going to drift into the background and
1106. 2:39:27there's going to be nice interface for we'll just click on [ __ ] and it'll it'll just automatically do stuff
1107. 2:39:33um but right now you kind of need to understand prompting so I'd say just start start teaching yourself about it
1108. 2:39:38you can also have chat GPT teach you how to prompt and it will students with learning disabilities can now write their ideas and make it
1109. 2:39:48amazing in seconds I know it's amazing can we rather have ai managers instead of replacing employees yeah absolutely right
1110. 2:39:58and quite frankly like like I feel like anyone in a company who gets curious about AI can probably move up the ranks pretty quickly
1111. 2:40:07if they're if they're not a jerk about it can I make AI modules that can make predictive maintenance for companies I don't know what kind of
1112. 2:40:18maintenance but probably there's a good buddy of mine that's part of the AI Salon just created a an app called maintenance
1113. 2:40:30Mentor that's like a series of of experts that maintenance people can use to like troubleshoot you know air conditioning
1114. 2:40:39issues or Plumbing issues or electric issues so I don't know if that's the kind of Maintenance you're talking about
1115. 2:40:45but yeah you can you can absolutely start to do that it it'll require a little bit of programming I mean you can
1116. 2:40:52use no code tools like zapier and some of those other tools but can I make yeah yeah um I just woke up at 7 30 a.m in South
1117. 2:41:04Africa good morning happy birthday thank you Lindo I appreciate it I'm 48 I feel you I'm 58 come on man it's it's it's
1118. 2:41:11just awful this aging thing don't do it don't do that's my advice maybe I'll live long enough to uh you know AI will figure out the reverse
1119. 2:41:23aging thing and I I actually think that's a real possibility now I didn't think that six months ago I think
1120. 2:41:30Educators who say it's plagiarism are wrong the ideas are the students the work is improved yeah the the Educators that are
1121. 2:41:38embracing chat gbt and finding and and letting it disrupt how they've done things in the past and finding new ways to engage with students
1122. 2:41:47those are the ones I'm really excited about and there's a lot of them out there it's cool how do I feel the programming industry
1123. 2:41:54will be impacted profoundly deeply go use [Music] um GitHub co-pilot if you haven't have it write you some documentation or
1124. 2:42:03refactor some code for you um I need to get back to written tests in school that might be part of it how can I get hooked up to office email
1125. 2:42:16oh how can I get AI hooked up to office email just wait for six months um Microsoft won't release it I used to hate Apple now we love it I
1126. 2:42:26used to love Apple now I hate it I just hate that they don't innovate anymore and their products suck like their stuff just doesn't work
1127. 2:42:36good it always used to just work that was like one of the reasons I loved them is that it was just always better now it's not
1128. 2:42:45I'm a Potter I use AI for lots of other things I think I'll always be able to make pots though experiment query with um
1129. 2:42:55if you haven't played with mid-journey yet experiment with [Music] um creating pottery designs with mid-journey with generative AI you can
1130. 2:43:08sort of take your vague ideas of what you want to see visually and the AI can really really quickly spin up new
1131. 2:43:15Concepts for you some of which may inspire you to to go in a different direction and an expanded direction for
1132. 2:43:23your Pottery so I think that could be really cool still going I know I'm still going I got to go to bed it's ridiculous
1133. 2:43:28it's midnight what am I doing what am I doing with my life I have important calls tomorrow I lost my place in the thing though
1134. 2:43:36I'm gonna go I promise I am why are you all still here well it's down to 61. we're 150 for a while I think people like he just won't shut up
1135. 2:43:52I'm going to do a few more of these chechi PT Guru hey you um you do edit one of my videos today thank you for
1136. 2:43:58that chat you patina AI tools are simply just amazing there are no words to describe what's happening I totally agree
1137. 2:44:07um that was the first video I ever had to do edit by the way that was pretty cool is dueted right one of the two things
1138. 2:44:14are next to each other that's duet right how do you teach an old guy Tick Tock you don't get off here you old man
1139. 2:44:22how do you feel the career of coding will change um again deeply profoundly how long can proprietary data sets
1140. 2:44:32remain private before their data is mined by other AI it's a good question I mean you know there's an argument to be had
1141. 2:44:44that just like internet should be a utility that is just just everyone should have access to there's an argument that if you take the
1142. 2:44:56concept of museums and universities where they are designed to house the output of humanity there's an argument that you could make
1143. 2:45:07to say the ultimate role of these large language models and the image models should be to learn all of humanity all of the output of
1144. 2:45:17humanity and then we get to play with it so I don't think it'll go there but you know maybe in a 50-year time frame
1145. 2:45:29you you could get to a place where it's where it's like you know these machines are just you have access to everything
1146. 2:45:35that ever was and ever will be and is ever happening right now I don't think it's going to happen anytime soon but that's my that's my
1147. 2:45:44adorable optimism version of the uh the AI of the future how do we use it to benefit us as a species um we don't hide from it
1148. 2:45:53and jump in now and start using it to do good [ __ ] and and like this doesn't have to be on a big scale I mean the the
1149. 2:46:01impact of you taking the time to teach someone in your community about some cool thing you discovered that empowers
1150. 2:46:10them to do something else like the butterfly effect of embracing this and evangelizing this with other human beings will be the
1151. 2:46:21thing that will ultimately benefit us as a species because good things done now are going to have a disproportionately Amplified effect
1152. 2:46:33um on the future of AI and and similar with bad things done now because we're so early all right I'm getting tired I'm gonna burn
1153. 2:46:47some comments in this live were filtered to protect the community's experience hey those of you saying nasty things
1154. 2:46:54don't do that tick tocks tick tock's watching you and it just told me it's watching you thoughts on AI crypto coins
1155. 2:47:01I've heard agix Singularity net is good I don't know I stopped paying attention to web3 stuff a year ago when I when I got into AI I I
1156. 2:47:10kind of let that stuff drift to the background and I'm really happy I did um is there a place for AI startup ideas
1157. 2:47:19like a Kickstarter for AI yeah like yes let's go start a business have I AI help you start that business if you're
1158. 2:47:29starting a business check out GPT boss McKenzie Bose's startup where you can hire virtual employees to help you start your business um
1159. 2:47:42how do I feel the career of coding will change is this live or pre-recorded why why would I record this this is not
1160. 2:47:50something that should ever be recorded canva is not the greatest AI in AI yet yeah I know but it's fast
1161. 2:47:57is there a free version of mid-journey you can do a handful of images before they start charging you but like the the
1162. 2:48:03the one I pay for is the 10 10 Buck a month one and I use it a fair amount and I don't hit my my top if you're going to
1163. 2:48:12do it a lot you might have to do the more expensive one but 10 bucks isn't bad for mid-journey because it's remarkable
1164. 2:48:19our fears of AI reasonable I think fears of AI are healthy um I think unreasonable fear of AI is unreasonable
1165. 2:48:30um the robots are going to kill us narrative has got to go you know we need to get involved so that the robots don't kill us
1166. 2:48:40what is web 3 I never figured it out so web3 is is what they're talking about with blockchain like blockchain enabled stuff and
1167. 2:48:49distributed finance and um trustless systems like nfts where the you can prove that the nft is yours because it's you know written to the
1168. 2:49:00blockchain and things like that so so it's basically a um a trackable um and and autonomous web where you can
1169. 2:49:12do you can create things like Dows which stand for um decentralized autonomous organizations where you can basically
1170. 2:49:19write the rules of a company and then people can join that company and they can put money into that company
1171. 2:49:25and the rules of how that company runs and how people get paid and how people pay into it is all automated so you don't have human beings
1172. 2:49:35arbitrarily changing the rules when you create a Dao for example the rules are written into stone they're written into the blockchain it's
1173. 2:49:44verifiable by other people so they're called trustless systems which always seems counterintuitive to me because you
1174. 2:49:51can trust them more because you're not actually trusting a human being so so web3 is just basically you know nfts
1175. 2:49:59blockchain and and all the like all the things that come with those Technologies they're really interesting Technologies
1176. 2:50:05unfortunately sort of the crypto bro crowd created a bunch of companies that were cash grabs and we're kind of
1177. 2:50:14[ __ ] and scammy and then some of the big exchanges like FTX did shitty scammy stuff and so um the web 3 world needs to go sit in the
1178. 2:50:28corner for three years um while they get spanked and then and then you know I think I think the technology is actually really important
1179. 2:50:37it's going to be valuable for uh for AI and I think AI is going to drive it so anyway where did I get that Avatar I made these
1180. 2:50:46avatars in uh stable diffusion using dream Booth where I can upload pictures of myself and it kind of learns
1181. 2:50:54what I look like and I can make like little dudes little versions it's kind of cute it doesn't look dissimilar to how I
1182. 2:51:01looked when I was a kid that's that's see if I did twerking on here that's the outfit that I would wear I think maybe that's I've been doing
1183. 2:51:12this for 14 hours so um thank you all for your time hope this was enjoyable I didn't cost too much which I
1184. 2:51:20apparently did but what are you gonna do all right peace