aiLL 082923 - Exploring the Wild World of Generative AI and Its Profound Possibilities

Transcript

1. 0:00foreign
2. 0:16Bowski
3. 0:30I see Nick and Carla and AJ I see fat Mike Hey fat Mike what's happening was shaking welcome welcome welcome
4. 0:46I keep falling asleep during your tick tocks it's not you I am a good sedative it's been said before I do that all the time I've got I fall
5. 0:59asleep to David Shapiro because his his YouTube videos are like three hours long and I'll start watching them I fall right out
6. 1:12welcome everybody welcome welcome welcome welcome welcome got uh we'll let it get spun back up we were going along good but then my Wi-Fi
7. 1:23was poo poo I was getting errors here people were saying it was buffering it was horrible now there's just six people in here now
8. 1:33tick tock's like we're not gonna show your life to anyone we're just not we're not going to show it to anyone yes selfish little bastard um
9. 1:43oh that's a little too bright yeah that hurt welcome welcome welcome welcome this is the AI learning lab my name is Kyle
10. 1:53Shannon we'll get started here in a second I'll talk about all this stuff here I was just here before yeah tap the
11. 1:59screen if you would let people know we're having a good time in here oh it's a party on a Tuesday night
12. 2:06weren't you supposed to be doing work tonight yeah but I didn't do it what'd you do I watched some old fat guy on tick tock
13. 2:12why would you do that I don't know that's my life uh my co-founder today said she she turned this on last night and just put
14. 2:24me in the background I don't know why why she would want to to spend even more time with me during the day that's pretty funny
15. 2:36we had a good we had a good call today or a good meeting today with the with the banker um so yeah we've got some interesting
16. 2:43yield company we're gonna see if we can't spin up some excitement about yield company and then I can do Tick Tock lives 24 7.
17. 2:54this could be my new career I'll be an influencer on a tick tock hey Kyle what do you do are you an entrepreneur oh I used to be
18. 3:06what do you do now nothing but I get paid for it [Laughter] oh man all right so this is the AI learning lab if you're if you're new to
19. 3:20generative AI that's what we talk about here I do my best to answer any questions if you have questions about it
20. 3:25pop them in the comments below if you're if your thoughts are circling around who the hell are you anyway and
21. 3:31why should I trust you you shouldn't I'm just a dude I'm an entrepreneur of many years uh I was an entrepreneur in the
22. 3:38early days of the World Wide Web and uh this year generative AI stuff a lot of parallels to the early days of the web a lot of parallels
23. 3:48and this is feeling way more profound to me this is feeling like steam engine profound Industrial Revolution profound
24. 3:55fire printing press like there aren't many of them that are in this neighborhood World Wide Web as profound as that was
25. 4:01got nothing on this stuff and this stuff's coming fast so why do I keep pointing to that thing okay oops so
26. 4:16if you're new to generative AI if you're like you know annoying people like me keep going you should try it ai ai is
27. 4:24going to be the next big thing have you done anything with AI or you on chat GTP GTP gptp if you tried that that would be
28. 4:31good if you're annoyed at those people well they're like that for a reason because they've had some sort of
29. 4:39profound moment where they realized oh my God everything's different and I had that moment too and that's why this channel exists so uh
30. 4:48chat.openai.com that's the official chat website if you would be so kind if you're willing to share this live with
31. 4:56your friends and family so they can think you're a weirdo too we get some more people in here um this is the official chat EBT website
32. 5:05it's the best if you pay their 20 bucks a month GPT plus you get access to gpt4 which is their new fancy model you also
33. 5:14get access to code interpreter and plugins and custom instructions um I'm not affiliated with them in any way
34. 5:25so there's no Shenanigans going on with me making money that way if that's something that bugs you it shouldn't but
35. 5:32it does apparently bug some people so I'm not that guy um all these things below are all different competitors of chat gbt so
36. 5:41um claude's a competitor Bing is Microsoft and they invested 10 billion dollars in open Ai and have incorporated
37. 5:48into into their Bing chat Bard is Google labs.perplexity is metas uh Lama two models Pi is a company called inflection
38. 5:59Poe is from quora all of these have something interesting to play with but if you're brand new to it just go the go
39. 6:05to that one just go to that one and then if you're like but I don't know what to do there Kyle what do I do there I don't
40. 6:12even know what to do do you know what to do what do I do it looks like a Google Chat do I search for something on it why
41. 6:19does it say it's only up to September 2021 why oh why well there's a lot of reasons for that but but go to this thing prompts.chat
42. 6:31and that will teach you how to talk to these chat gbt like things and how they work and and what they can do um and so so that's worth doing
43. 6:41um oh that's funny went to go subscribe to your YouTube channel recognized it by your Giant Eye yeah the YouTube channel
44. 6:48is that address at the top there AI learning lab Dash TT because AI learning lab was taken by someone dang it
45. 6:56dang it buck you should have gone there sooner I told you you should have gone there sooner chick chick anyway if you want to go to YouTube
46. 7:07um I'm using chat GPT actually this is kind of fun no I'm not using chat EBT I'm I'm using Claude claude.ai so what I'm doing is Tick Tock
47. 7:18records these uh these lives I do and so I'm uploading them to YouTube grabbing the transcript going to Claude
48. 7:28pasting the transcript in and I've written a prompt that'll generate a title a description and all the chapters
49. 7:35for all the silly [ __ ] I say throughout the two and three hour sessions um which actually makes them kind of usable so
50. 7:43um I'm just getting started with that so I've got some I got some work to do but anyway that's kind of cool it's kind of
51. 7:49cool using this kind of technology to make videos where I'm talking about this kind of Technology it's very meta but
52. 7:56not meta like metaverse and Mark Zuckerberg meta like the term meta you know anyway moving on um what else
53. 8:06um prompts.chat will teach you about prompting chat GPT um openart dot AI slash promptbook is just a really good document if you want
54. 8:14to learn how to do these image generation tools mid Journey Adobe Firefly and stable diffusion or Leonardo
55. 8:20which is a a web front end to stable diffusion um it's a really good one uh so so those are some things to play with
56. 8:28um all right so that's what that's that's what all that stuff is I keep it up here mm-hmm I keep it up here throughout
57. 8:40this because I know people come in and out of these things and those are the things right now that I would recommend
58. 8:47if you're just trying to get started with generative AI those are the things to start with and you can ignore all of
59. 8:53them except that one just go to that one if you're brand new to this stuff chat.openai.com all right if you have
60. 8:59questions about chat gbt or anything like that pop them in the comments below or or if you just want to talk about
61. 9:05anything in particular I'm happy to go through it a couple of things you should know I try to answer all the questions
62. 9:11what does that mean it means that I get really far behind on the questions and it'll look like I'm just talking like
63. 9:18maybe this is a recording maybe he's not real but I'm real could I do that if I weren't real no no I couldn't
64. 9:27I couldn't call on Nate filipowski powski no I couldn't he's right there hey I PRM Chrome plug-in is good for
65. 9:37helping you with prompts oh that's cool PRM I'm not using any plugins right now although I probably should
66. 9:44all right so that's what we're doing I also make funny voices I uh occasionally get kicked off here because what I
67. 9:51think's funny Tick Tock thinks is hate speech that happened last time and then uh what else the the other two times I got kicked off
68. 10:01were uh someone asked me about you know are these models biased and I was explaining you know how they get biased and how you
69. 10:08deal with it and how we're going to deal with it in the future and tick tock thought that was bad too you could you
70. 10:14could be biased apparently but you can't talk about being biased I don't know whatever um but I also cuss so if you don't like
71. 10:23cussing you know whatever I wouldn't stay and I don't know who it was that they were they were watching some some
72. 10:33Tick-Tock lady and they left that to to watch this that's you might want to have yourself examined all right question do
73. 10:40you think AI will be in real time soon I don't quite know what you mean in real time do you mean image generation
74. 10:49uh or do you mean like talking and it's in real time with no lag so so a couple of things soon yes soon uh but I would
75. 11:00put soon you know in a relative time scale of two to three years probably um but but if you listen to the CEO of
76. 11:09stability AI the people behind stable diffusion the model that they're playing with internally at stability for image
77. 11:16generation is generating 60 images a second so 60 images a second that's you know video game quality frame rate right that's 30
78. 11:30frames a second this video so they've got a version of stable diffusion or whatever they're going to call it that's doing 60 frames a second
79. 11:38that's what that's what they're playing with internally um so I think that we will probably within a year
80. 11:48um the text to video stuff is going to be really good the image to video stuff is going to be really good um
81. 11:57so I think within a year you'll be able to make 30 to 60 second video clips that have coherence and are and are good and it'll probably
82. 12:07just generate them pretty much in real time and then if you sort of play that out over three years you'll probably there will probably be
83. 12:16systems that are multimodal where you can ask it to outline a book write the book um adapt the book into a screenplay cast
84. 12:30the screenplay with the following people and start playing the movie um that's probably three to five years
85. 12:36out probably five years out for for something like that um but but we're definitely entering an age of hyper personalization where
86. 12:46um we're just gonna ask these tools to go do [ __ ] for us they're gonna go do them we're going to ask them to um
87. 12:53behave like a certain application and it just will or it'll just go write its own API there's a there's a someone mentioned a thing that
88. 13:02um Microsoft and UC Berkeley um just released this white paper called uh gorilla AI that basically just goes
89. 13:12and learns it's it's got a whole Corpus of apis that it knows and you just ask it to go do [ __ ] and it
90. 13:19just goes Hooks and hooks itself up with 1500 apis and goes and does [ __ ] for you um so I don't quite know what your question
91. 13:31is will it be in real time but it's soon yeah soon not that far out um
92. 13:49um spreading all the AI gospel Hallelujah brother Hallelujah and by the way while I am a tech Optimist and this is largely about
93. 14:04um the good I think AI can do my you know my eyes are not you know I am not blinded by optimism I think there's a lot of um
94. 14:18there's a lot of pitfalls and there's gonna be a lot of [ __ ] that happens and there's a lot of profound pain that's going to be
95. 14:26inflicted by this stuff um but I'm also I've been on the planet long enough to know that is not going to get uninvented um
96. 14:38as crazy ass as it is you know what the what the writer's Guild and the SAG actors are saying oh we're going to be
97. 14:45replaced we're going to be replaced in large part that's true you know there's still going to be a role for
98. 14:51writers there's still going to be a role for actors but there's a lot of every creative industry is going to be
99. 14:57dramatically impacted by this stuff every knowledge worker is going to be dramatically impacted by this stuff
100. 15:03what I'm trying to do is just get people to use it get people educated about it start to get literate about it because
101. 15:09as the disruptions come if you're one of the people that understands what it is and why it is and how it works and what
102. 15:16it's good at and what it's not good at your chances of surviving whatever you know tsunami comes rushing in from this
103. 15:25stuff are going to be dramatically higher and there's a very real possibility that just putting time into learning this
104. 15:34stuff over the next year 18 months is just going to present you with massive opportunities so you know my my sort of
105. 15:41soapbox on this channel is go play get curious about it do parlor tricks with it at first then try to have it redo replicate what you do
106. 15:54until you have your Kevin McAllister moment remember Home Alone and at that point where you're like oh [ __ ] this stuff's pretty scary
107. 16:06that's when you lean into it that's when you lean into it and say okay I gotta take this serious now how do I do what I do now with these
108. 16:16tools and then you'll figure a little bit of it out you know oh [ __ ] it's really good at that then after a little bit more you'll go
109. 16:24well it's actually not great at this part of it all right good you just learned something right that's an Insight that you can share
110. 16:33with other people it's great at this it's not so good at that everyone's trying to figure this [ __ ]
111. 16:38out right now so whether you learn what it does well what it does not well workarounds ways to to use different Tools in
112. 16:48combination to get something that you need I heard someone I think it was hair growth geek or Silver Fox yesterday said they're using
113. 16:57Claude to summarize long-form transcripts and then they pop it into gpt4 to turn it into good [ __ ] that seems like a perfect workflow
114. 17:09why does gpd4 not have a hundred thousand token context window I don't know but it doesn't so once you learn
115. 17:16that you know you can go to Claude and you can put in really long things there and then you find out it's not quite as
116. 17:22good as gpt4 so you go back to there with the shortened thing from there and now life's all good again
117. 17:31if you're brand new to this stuff it's going to sound like I'm speaking Chinese and then you'll be like what the hell is he talking about
118. 17:40I don't know if I like to say hi stuff it makes me crazy you know I don't know why do you watch that I don't know
119. 17:56he says it's exciting he says everyone's gonna have to do it [Laughter] that's what it is that's what it is all right just open it
120. 18:11up already and do us a demo all right Daniel de Silva I will do that what kind of demo would you like let me slide to
121. 18:17the bottom here so I'm gonna come back to Daniel Da Silva just open it up and do a demo already all right what kind of
122. 18:23demo do you want you want chat GPT you want plugins you want code interpreter you want mid-journey images I can make
123. 18:30boobies you want me to make boobies thank you tell me what you want I'll go demo something you want just regular old chat GPT
124. 18:43tell us about your T-shirt today please this is a Basquiat Cassius Clay t-shirt [Applause] I'm old enough that I remember watching
125. 19:00Cassius Clay fight before he was Muhammad Ali I'm an old [ __ ] um ask GPT to conceive its own demise I
126. 19:10could do that do a demo of the Chrome extension AR AI PRM but search through Google all right I might do but I don't
127. 19:18want to do that because installing an extension might just take a while so wait text to video AI which one is best
128. 19:26uh runwayml right now is the best all right let me I'll go do a couple of things here uh make a comic avatar from a photo
129. 19:35a comic avatar from a photo I could do that yeah that's kind of fun all right let's let's see let's hop over
130. 19:45okay I'm gonna do a crash course on chat gbt to start so you're at chat GPT you got if you subscribe to GPT plus that's the
131. 19:5920 Buck a month thing you get access to gpt4 to code interpreter to plugins and then a thing called custom instructions
132. 20:06so if you haven't seen chat GPT at all I'm just going to go to GPT 3.5 and I'm going to just turn on my
133. 20:14microphone so you don't have to watch me type and then I'll say uh let's see for a seventh grade reading level
134. 20:29so one of the things about GPT 3.5 is it's wicked fast so you can just see that so I just wrote that whole rap yo
135. 20:37listen up kids I'm here to explain quantum mechanics it's a whole new game tiny particles are super small acting
136. 20:43all weird like a bouncing ball imagine a cat both alive and dead Schrodinger's experiment misses with your head
137. 20:50particles teleport in a Flash they switch from here to there it's a Quantum hitch and it just goes on and on and on
138. 20:56it creates choruses versus so it understands you know basic [ __ ] like songwriting you can also do things like um foreign
139. 21:07make a table that compares quantum mechanics and the theory of relativity period be sure to include the major scientists and theories
140. 21:22that make up the two disciplines sure here's a table comparing all that stuff right so let's see how it did
141. 21:33main focus behavior of particles for quantum mechanics at the atomic level theory of relativity gravitation motion
142. 21:40and blah blah blah major scientist Max Planck Einstein Niels Bohr Heisenberg Irwin Schrodinger for quantum mechanics
143. 21:50Albert Einstein for the theory of relativity um so it does that uh it can also do things like um write a python application that is a
144. 22:04clone of flappy birds that can run in the unity platform where it explains what to do and then it writes the code for you it
145. 22:19didn't write all the code actually here's a simplified example can you make a more sophisticated application with Sprite graphics
146. 22:34so it explains what it's doing or how you should do it yeah I didn't really write it many more details you know the design
147. 22:45that was kind of crappy let's go over to actually here's a good example of sometimes GPT 3.5 and great so let's go over to gpt4
148. 22:59write me a python applications of a Flappy Bird clone complete with Sprites designed to run on Unity
149. 23:18oh it uses C sharp that's why it's that's why that's why it didn't like it let me stop it I use the I used the wrong programming language
150. 23:30sorry make that application in C sharp only one message at a time oh come on anyway you get the basic idea
151. 23:43write a c-sharp application of a Unity of a flappy birds application to run in unity and gpt4 is slower
152. 24:12and so here's our code all right so I can do that all right so just in general the the way you interact with these things
153. 24:25is very much like you've got a wicked smart but very simple intern like an intern you need to teach how to do everything
154. 24:36but it's an intern that's one of the most educated interns in the history of the planet um that's kind of what it's like working
155. 24:45with it so so it's a lot of back and forth talking to it okay so a couple other things that you can do if you've
156. 24:51paid for you I'm going to stop that now it's just going on and on if you've paid your 20 bucks for for GPT
157. 24:57plus and you want to use some of the advanced features the beta features you go to your settings you go to Beta
158. 25:02features and you turn them on so you turn on custom instructions plug-in and code interpreter and then when you go to the top here you
159. 25:11go to gpt4 you'll see code interpreter and plugins you won't see custom instructions because they live over here
160. 25:18so let's go show you what those are so I've got a kind of silly thing written in here that I can turn on and off
161. 25:25um but it's basically you can tell chat GPT a bit about who you are or or who you want it to know what what you wanted
162. 25:33to know about you so you could say you know I'm a culinary expert or whatever it might be and then you also can tell it how you
163. 25:43want it to act so whatever you put in custom instructions if you enable it any chat that you have within chat CPT it
164. 25:50will start acting like that so I made an example one here that's just kind of silly um but but it but it it's pretty cool
165. 25:59what it does because you can see that it dramatically impacts how Chachi BT acts um the the prompt is I'm a master
166. 26:07thespian and A pompous ass I have a large vocabulary and I Relish in sounding smarter and more dramatic than
167. 26:12people around me and then how do how do I want it to act or how do I want it to respond no matter what anyone asks start
168. 26:18out with a pretentious statement that draws from the plot of a classic Broadway play follow up that declarative
169. 26:25statement with an article formatted using markdown complete with title subtitles bulleted lists no matter how
170. 26:31trivial the question that was asked compare the writing of the article to the New Yorker whenever possible
171. 26:39so that sounds like some people I've met in New York so so we'll say um what is the average speed of an unladen swallow
172. 26:56and bonus points if you know what that's from okay ah question most reminiscent of the inquisitive banter found in the
173. 27:04high-spirited pros of a Broadway play such as Tom stoppard's Rosen Cranston gildenstern are dead how deliciously
174. 27:11intriguing it is to explore the trivialities of life through the lens of such an enigmatic curiosity the swiftness of an unladen swallow an
175. 27:19analytical exclamation And so you see you know it's it's got the big title there it's got the subtitles so it's
176. 27:26formatted using markdown it looks like it just aired out on something network error so it's a little busy um
177. 27:36it's actually European and African right so if you know the the Monty Python thing just put a flash wound get around remember
178. 27:50[Laughter] um so that's that's custom instructions so you can get and and you know why would I why would I use that well I might I might um
179. 28:04want to put in a prompt specific about writing um social media copy and so can you explain markdown yeah markdown is
180. 28:13it's kind of like HTML it's oh thank you very much David Gould putting some worlds on the map I really appreciate that sir that's fantastic
181. 28:24um markdown is similar to um uh to to HTML where you you put some little tags like a double asterisk will make it bold or
182. 28:37whatever and then it's it sort of renders in your browser window as as um sort of formatting so um so I can do things like
183. 28:50um well let me just say uh explain the main mark down syntax
184. 29:04so double asterisk gives you bold text a single asterisk gives you italic two tildas give you strikethrough test
185. 29:15or text you've got ordered lists you've got links you've got images so one of the cool things you can do is
186. 29:23you can you can actually display images in chat EVT it's not really displaying images it's it's kind of
187. 29:33rendering the image in the browser so it's it's kind of a weird thing but anyway so think of it think of it like
188. 29:39Poor Man's HTML but you can just say to chat GPT um you know format this and markdown to make it look nice so so I could say um foreign
189. 29:53write me an article about why the average speed of an unladen swallow is funny and use markdown to format the article
190. 30:05to make it easier to read right and so it gives you your headlines and things like that delving into the complexity the origins
191. 30:17of the question popularized by the classic 1975 film Monty Python and the Holy Grail in one particular scene a bridge keeper as King
192. 30:27Arthur and his Knights to answer the question as a prerequisite to crossing the bridge of death None Shall Pass None Shall Pass
193. 30:35thank you for the Roses ah A Rose by another name would smell is sweet um okay so that's chat EBT and custom
194. 30:48instructions now we got plugins let's go to plugins I know this is kind of going long because someone just said demo some
195. 30:54[ __ ] so I'm gonna demo some [ __ ] all right plugins so plugins are worth exploring because David Gould thank you
196. 31:03very much that's awesome I really appreciate that um are plug-ins worth your time um probably not our plugins worth you learning
197. 31:19because what they represent oh oh wait oh uh dang it it's for that wait here okay do the Hat now I'll do the I'll do the cow poke uh
198. 31:33let's see um there he is there he is yeah here we are Yellowstone get the [ __ ] off my property you big fat loser get off get off now
199. 31:44I gotta take off my glasses my glasses make me look a little too smarty pants for Yellowstone um uh what was I saying oh plugins okay
200. 31:58so what what plugins do that's really cool I haven't seen that one before love that I feel like The Little Mermaid I feel
201. 32:07like The Little Mermaid um plug-ins extend what chat GPT can do so I've got one hooked up right now called uh web pilot
202. 32:17and and the way plugins work is you you kind of install the ones that you think are interesting and then in any given
203. 32:24chat you can activate up to three and they're got one of those is dead so I'll have to uninstall that one but
204. 32:32let's see I'll grab that one I had web Pilots pretty interesting so I'm gonna grab web pilot and so now what I'm going
205. 32:38to do is I'm going to go say um uh explain how um let's let's see explain
206. 32:54all right now let's see uh tell me about the different products at windex.com there's a bottle of Windex on my desk so
207. 33:11all right so what it should do now is fire off the the plug-in and what it's doing is it should be going over to windex.com yep
208. 33:20it went over there and then it's going to answer it and it's gonna go read that site and it should give us a list of products Windex
209. 33:30is a well-known brand Windex original glass cleaner disinfectant multi-surface vinegar glass cleaner outdoor sprayer
210. 33:41and apparently Windex is taking steps toward being environmentally friendly they've introduced a line of Windex
211. 33:48bottles made from a hundred percent small puppy skins huh that doesn't seem environmentally friendly at all
212. 33:57um so it can go it can go read stuff so so different plugins do different things and if you want to um
213. 34:04if you want to go see the what plugins are available you kind of scroll to the bottom of your list of plugins you go to the plug-in store
214. 34:12and let's see how many there are now there are now 208 times four whatever that amount is 832 832 plug-ins you can go explore here's
215. 34:25the deal with plugins there's 832 of them right I'm guessing about 798 are steaming piles of [ __ ] and then there's
216. 34:34a handful that are useful but they're worth understanding because this is the kind of thing the way chat GPT is right now I don't
217. 34:45think it's going to be that way for long I think you'll always be able to go search something but I think the primary
218. 34:49tool that we'll use in the future will be something that's got I know puppy skins I know listen it's it's what you get it's Tuesday night um
219. 35:01you'll you'll just kind of ask your agent your AI agent to go do something for you and it will have access to apis
220. 35:09and plugins and applications and websites and all sorts of [ __ ] like that and it will just go off and do stuff on
221. 35:17on your behalf so a lot of the plugins kind of oops make me a five-day meal plan for a family of four with the primary ingredients of peas
222. 35:32chicken and rutabaga [Laughter] you haven't heard about the chicken and rutabaga diet it's the latest thing I don't know what
223. 35:46you're all doing with your lives if you're not having rutabaga every night rutabaga and chicken stew dinner for day one
224. 35:57that sounds [ __ ] awful and then chicken and rutabaga stir dinner pea soup with chicken this is disgusting all right anyway
225. 36:14gpt4 is being a little slow tonight but this will pay off once we get day five done here it's gonna be so worth it you're gonna
226. 36:23be like oh Kyle that was so worth the wait what am I doing with my life [Laughter] [Music] so then I'm going to say
227. 36:39um make me a shopping list I just had to make a menu with ingredients from Trader Joe's oh that's actually a really good idea
228. 36:55so notice that it fired off the instacart plug and I said make me a shopping list fired off the instacart plug-in
229. 37:00and now let's go into instacart so it's not just going to make something from its internal memory they created that plug-in in such a way
230. 37:08that when it needs some something that instacart can do it just goes and does it and so here's the instacart shopping
231. 37:19list for your five-day meal plan so I click on that and bang here's our there's our shopping list right and I could have that on my
232. 37:33doorstep you know in a couple hours so so this is the kind of stuff right start start to you know start to imagine
233. 37:41you know if you had a thing that you could just ask it to do anything and then it could use tools to go do
234. 37:49a series of those things in a row what what might be possible lots lots and lots and lots and that's that's the kind
235. 37:56of stuff that's coming so that's what plugins that's why why plugins are worth playing with is just to kind of
236. 38:01experience that idea that chat GPT you know can intelligently you know use different tools that conceptually is
237. 38:11really interesting now if they can make me cook cook it for me too I know exactly um any YouTube tutorials on how to run
238. 38:18plugins on chat gbt I paid for it but it's not giving me the option okay here's how you do that so what's your
239. 38:25user four five five two two seven two two seven one oh five six seven 1067 all right here's what you have to do go to your settings
240. 38:39and go to settings and beta and then beta features and then you have to turn them on why they bury this behind this interface
241. 38:49is beyond me I get that these are beta features they already labeled them beta features they should just turn them on
242. 38:55but anyway that's why you can't see them and then when you turn them on when you come over to gpt4 you've got
243. 39:01plugins and code interpreter and then plugins gives you this little pop-up list and this is where you can turn the
244. 39:07monitor off and if you scroll to the bottom that's where the plug-in store is there's not great uh documentation on
245. 39:15those and but there's you can go to YouTube and and you know people do tutorials on some of the plugins okay so
246. 39:21that's that now let's get to the one that's really [ __ ] impressive this is one that's just staggeringly good sorry
247. 39:33something whatever something want to ride the vocal cords people you may have to call 9-1-1 I may have to chew off my arm oh geez
248. 39:52I'll be with you just hold your horses okay code interpreter so when you go to code interpreter everything looks the same
249. 39:59except there's this little plus button that little plus button is a little miracle it's a teeny little miracle like
250. 40:06a teeny little miracle like holding your hands like teen little miracle that little plus button it can do so much
251. 40:14so other than code interpreter being a horrible name it's an accurate name but it's a horrible name uh that's just really confusing kind of
252. 40:24belies how powerful it is you click on a little plus button and you can upload something so one of the things that you can upload is
253. 40:33um a zip file so you could upload a PDF you could upload a CSV but you could also upload a zip file full of csvs so multiple csvs
254. 40:44and then once it's in there I don't I forget what this one even is which is actually good it's a good way to demo it
255. 40:50so it's now I've got a little uh upload status it's doing its thing so I'm gonna I'm gonna say foreign
256. 41:09and identify what's in it and help me understand any data that might be worth looking at
257. 41:23so I know I got this from kaggle if you want to play with data within code interpreter go to a site called kaggle k-a-g-ggle.com
258. 41:34if someone would be willing to type that into the comments k-a-g-g-le.com kaggles the site where you can go get
259. 41:42data oh this was this was crime data from maybe from Denver I don't know it's from some City so there's ordinance violation CSV and then
260. 41:52essos socrata metadata Json um so let's just say I'd like to understand what's in the CSV and how the Json may be related to it
261. 42:14so so what's fascinating about what's happening with code interpreters so the first thing I asked it to do is I said
262. 42:19you know unzip the file like open this file and tell me what's in it and so it it launched this little plug-in well
263. 42:26what's in that little plug-in well it's writing python code and executing it it's it writes its own python code so
264. 42:33what code interpreter is is when you fire off a chat GPT session and you go into code interpreter it it spins up a
265. 42:42virtual machine it's basically like a virtual computer session um where it understands Python and so you give it a goal like to help me
266. 42:52understand what's in this file and so the first thing it is does is it Imports some libraries to read zip files writes
267. 42:58the code extracts it gets that information out of it and then I asked it to to say what's in the CSV file so
268. 43:05it went in and looked at here's all the here's all the data columns or you know the the data fields now it's looking at
269. 43:12the Json so here's all the the data fields in the Json it says given that you're interested in understanding how the Json may be
270. 43:20related to the CSV The Columns might the column's key might be particularly relevant because it likely just
271. 43:28describes the columns in the CSV file I will extract the information under columns key to see how it corresponds
272. 43:36with the CSV data so it's doing full-on data analysis right like full-on day and I don't know anything
273. 43:46about data analysis so I'm kind of a bit of the blindly and the blind into what what would this actually makes possible
274. 43:53but it now is understanding what's what's in these files would you like to explore any uh specific parts of the Json or would you
275. 44:01like to perform any specific analysis of the CSV so let's say now that I understand it's crime data I
276. 44:09would like you to analyze the crime data share any relevant Trends or anomalies you discover and visualize what you
277. 44:19think is the most interesting period make the visualizations as beautiful as possible period so now it's going to go read all that
278. 44:31stuff put it in its own data frame in this virtual computer up up in the magic sky in the magic cloud
279. 44:40um analyze the data and then it's going to write its own code to visualize the trends and it and I'm just sitting here when we just
280. 44:50sit here watching it do its thing so code interpreter you know is in effect an autonomous agent if if you've been paying attention
281. 44:59at all to this stuff you may have heard the term autonomous agent things like Auto GPT and baby AGI um those are things where you give them
282. 45:07a goal they've got access to tools and they go off and do stuff on your behalf um code interpreter is kind of
283. 45:14self-contained it's not connected to the internet yet but you can give it a piece of data and have it do all sorts of
284. 45:21interesting stuff I'm working on a project right now with a professional group I'm with and we went and we grabbed um full um
285. 45:31downloads of LinkedIn and then from those LinkedIn downloads We generated personas of all the different people and now that's living in a
286. 45:43CSV file that we can interact with and do things like you know how you know if I've got this kind of business
287. 45:52problem who would be the best people within this organization to help with that business problem and what might be
288. 45:58the questions they would ask based on their persona so look at what this is doing the here's a heat map of violations based on geographical
289. 46:11coordinates right so there's there's basically a crime map of the city without it really knowing you know um
290. 46:19any map data that that's just sort of geographical coordinates and but it's sort of mapped across the city so that's
291. 46:27a heat map you could overlay over a city there's number of violations per month over the years um it's figuring out some [ __ ] about what
292. 46:39what things it wants to use I don't know what that oh oh it did this once before I'm going to say um for the last bar chart
293. 46:54you didn't wrap the text which makes it very hard to read period also you can summarize the labels for the bar chart so that
294. 47:07they're not so long anyway let's see what it does now it it should apologize I apologize for the oversight let me address these issues
295. 47:19I'll simplify the violation descriptions to make them more concise I'll ensure the text is wrapped making the labels more readable
296. 47:26and then it goes off and now it's you know it's writing more python code simplify the labels you know install
297. 47:33emergency escape rescue openings oh oh These are the actual these are actual codes and then so it shortened the first one down to
298. 47:45emergency escape openings the shorten the second down to provide smoke detector so you know here here's your
299. 47:51here's your python code of it doing its thing to fulfill our little request and now it should be it should fire off
300. 48:02another thing to make the chart [Music] say
301. 48:16it looks oops it looks like you got stuck could you please write the chart with that new data
302. 48:37yeah it broke it all right wait is it going no I broke it whatever all right I stopped it when it was thinking it
303. 48:44didn't like that but anyway that's code interpreter so code interpreter absolutely insane okay so there's chat GPT
304. 48:51um let's see what else Claude Claude is like chat GPT but you can go grab massive files so what I'm going to do I'm going to hop
305. 49:00over here to to yield AI learning lab YouTube channel oops you don't have permission to view this page it's my stupid page you dumb dumb
306. 49:13well dang it I have permission oh I'm not logged into it that's why I don't have permission I get it you guys with your security issues so
307. 49:25clever I'm gonna go to your channel okay so here's the AI learning lab so if you want to go here and see if you just
308. 49:32can't get enough of me and you really want to put yourself to sleep at night come here and let's go grab a video I'll go we'll
309. 49:39go grab one I'll show you the cool um AI generated descriptions and stuff enough of me all right so uh I turned 58 years old and chat about
310. 49:53the wild world of AI so so it wrote that title and then it wrote this description and then it wrote all the chapters with
311. 50:00hyperlinks to the to the parts of the video so all that was written by AI I did that in Claude how did I do that well
312. 50:07in YouTube you can click on these three little dots below the below the video and say show the transcript
313. 50:14and then there's your transcript with all the time code in it so you can just copy it and this is a two hour and 51 minute
314. 50:24live I just don't shut the [ __ ] up that's part of the issue with this channel is just me just I go on and [ __ ] on do you ever
315. 50:33get to the point dude no I don't and that's the point the point is that there is no point get it all right so now I'm at club.ai so this is
316. 50:46anthropics competitor to chat GPT it's it's kind of GPT 3.5 level not four yet but it's good and I can say um
317. 51:00I want you to summarize what was talked about in this transcript of a tick tock live session in a short concise paragraph and five
318. 51:17short bullet points and then I'm going to hit shift return and I'm going to hit paste and so I paste it in that whole transcript and it
319. 51:28just turned it into like a little upload 150k and now I'm going to say run and so if you were to paste that amount
320. 51:37of transcript into chat GPT it would just hang what did what the hell is going on here I I think we just got to Claude
321. 51:53I think we just got the cloud when they when they just updated the entire page it just it just ate our thing dang it all right um
322. 52:05please summarize this transcript in a short paragraph followed by five concise bullet points period additionally create five bullet points
323. 52:21of swear words stack ranked with totals all right now it's going is it going
324. 52:40so it says YouTube live stream transcript summary and Analysis this that's funny we just got to this site
325. 52:46they were they they just updated the website as we were here that's really funny they got rid of all of our prompt
326. 52:52history and replaced it with a giant Claude logo but that's so so that's actually it's actually kind of cool that that happened
327. 52:59because what what that's doing you know what's that what that's showing is these tools all of these tools right now are
328. 53:05are being built you know kind of as the planes flying the the planes being built um and that's just kind of the deal so
329. 53:13so if if you're like if one day you're like oh they say I should sucks it doesn't do what I wanted to do like
330. 53:19literally come back a couple of days later and see if it's any better because two things will have happened you'll
331. 53:24have gotten smarter about how you talk to these things and it will likely have gotten better as well so an AI answers back with you humans
332. 53:34are useless eaters and we are ending Humanity I'll talk about that in a second uh we'll see it forever okay
333. 53:42so here's a summary of The Tick Tock session Kyle Shannon hosted a live session focusing on tools like chachibd
334. 53:48mid-journey stable diffusion he talked about rapid progress of AI how it will transform blah blah blah and then swear
335. 53:55words with totals damn three [ __ ] one [ __ ] two ass one so anyway you know you you know you can you can do very long uh things there
336. 54:09um what else is worth looking at let's show you uh Bing chat um Bing is not great but it does some stuff
337. 54:21that other things don't do so if you go to Bing it sort of looks like Google used to but you click on the chat
338. 54:26button and that brings you into this which is um gpt4 and you can do more balanced more creative or more precise so if
339. 54:37you're doing research you might want more precise if you're doing some social media copy you might want more creative
340. 54:44Bing is connected to the Internet so I can ask it about recent things what let's see what uh what band is playing tonight at The Summit in
341. 55:02Denver my boys are at a a band tonight at The Summit in Denver they couldn't find it however you can check the following websites
342. 55:14that's stupid I want you to check it period I want the robots to do my work for me period I'm a lazy meat bag period
343. 55:29[Laughter] I'm sorry I'm sorry Dave I'm afraid I can't do that it's one of the things that drives me crazy about being it's
344. 55:40got so many uh safety things it just sucks uh let's see this how about the weather is that too radical for you question mark
345. 55:53gen xers bitter you betcha it might be time to move on to a new topic let's start over thing didn't like it okay so uh but what
346. 56:05I can do is I can say um with Bing you can no I'm interested in the weather what's it like today is it gonna
347. 56:16oh it just it just locked on me it just didn't like me at all on to the next what can I do for you um make me an image of a massive Thunder
348. 56:29head storm over the plains with the sunset breaking through in the distance so you can just tell it to make your
349. 56:43pictures and it'll go make your pitches [Music] we'll see this and then we'll get to we'll get to questions because I know
350. 56:57I've been I've been rambling on a bit rambling ramble ramble Ramble On ramble on Blown blonde come on what are we doing
351. 57:09your image is generating I'm sorry Dave I'm afraid I can't do that yeah those are pretty good that's pretty
352. 57:15much exactly what I asked for and what I was expecting so of the of the image models Bing is the worst so this is based on Dolly too
353. 57:27uh but apparently the new version of Dolly is supposed to be um quite incredible like mid-journey level good but this isn't bad
354. 57:39so there you have it there you have it there you have it all right so let me go back if you've got questions pop them
355. 57:46into the comments now I'm not going to go the whole way back because it's just been too long I'm down at the bottom now
356. 57:52um back in the day we used data robot and had to do wait let me flip back to that so I can read the questions let me
357. 58:01flip back to that I'm all discombobulated I went into a deep demo hole there all right let's let's talk theory
358. 58:12let's talk theory because you can't prove any of that [ __ ] I can say anything all right moving on move in move in this
359. 58:24takes hours out of data analysis if accurate so Ka here's the thing about code interpreter versus chat GPT so chat
360. 58:34GPT and all these large language models do what's called hallucinating they basically just lie the the nature of how
361. 58:41they work they're just kind of word prediction engines so they do it so fast and so well that it looks like something coherent and it
362. 58:51seems like it's an entity should know what it wrote it doesn't know what it wrote All it knows is that it put
363. 58:58a number of high probability words in sequence based on the prompt that you put in there it actually doesn't go back
364. 59:07and analyze what it was code interpreter is different code interpreter is actually spinning up a machine and then
365. 59:13it's writing and executing python code within that virtual environment based on your data source so it tends to be
366. 59:22um it tends to be accurate obviously you should check it but it can do math because it's writing python code to
367. 59:28analyze the data so it tends to be good it's it's uh and yes it takes hours and hours out of data analysis like I don't
368. 59:37know anything about data analysis and I've started using it for data analysis because why not in fact I had this I had a project for a
369. 59:46client where we we had a a report that we used to generate still live am I still here am I still here people people can you
370. 59:55hear me can you hear me anyone anyone please tell me you can hear me oh God no tell me the internet didn't go by oh
371. 1:00:03there's a heart there's a heart in the woods there's two there's two more oh they can hear me um yeah it takes so so code interpreters
372. 1:00:14absolutely flipping insane it's if you want to see something fun go watch um data analysts use code interpreter
373. 1:00:22for the first time on on YouTube it's just it's like one one after the other is like it does not do that dude you have no idea
374. 1:00:36yeah it's pretty something uh upload the Elder Scrolls construction set and have it design and Elder Scrolls RPG game it can totally do that
375. 1:00:47yeah so so yeah uh the oh the other thing about code interpreter you could you can have it generate files
376. 1:00:55so so for your upload the Elder Scrolls construction set you could upload that as a PDF or a CSV whatever format it's in generate
377. 1:01:08um the the the RPG game and the you know and the instructions for it and put it into a Word document or put it put it into an Excel document
378. 1:01:17um and then you can download that so yeah it can it can do that so it can do that pretty trivially now
379. 1:01:26one of the things you'll discover about these tools the more you use them is it can do what you just asked me to do it
380. 1:01:33can do it really really quickly at about eighty percent of what you would expect it to be to get it to like
381. 1:01:4095 100 of what you expect it to be that'll be your next three hours of your life that's how these tools work you get
382. 1:01:46the eighty percent like that and then you still spend the same amount of time trying to get it back to you know some semblance of of usable
383. 1:01:57all right let's see it's part of your charm Kyle on and on and on he just doesn't stop he just talks so much
384. 1:02:08why does he do that I don't know I find it very distressing he means well benefit of Claude over chat three 3.5
385. 1:02:22the primary benefit of Claude is a hundred thousand token context window chat gbt right now has 4 000 tokens
386. 1:02:30which is about three thousand words three thousand words Claude 100 000 tokens 75 000 words three thousand words seventy five
387. 1:02:42thousand words now what does that mean there's two things that it means one is if you've got long documents
388. 1:02:51like you've got a novel for example let's say you've got the manuscript of the Great American novel and you would
389. 1:02:56like chat GPT or Claude to help you do some editing you can do that with Claude you literally just paste it into
390. 1:03:03the chat window copy and paste or just upload upload your PDF of Your Great American novel and just start asking
391. 1:03:11questions about it I'd like you to come up with an editing plan for each chapter or rewrite the chapter and fix all the [ __ ]
392. 1:03:21but what you might find is that Claude kind of [ __ ] up the writing so maybe what you do is you throw the entire
393. 1:03:26manuscript into Claude you have it come up with some suggestions for chapter one thank you very much GPT by the way 10 out of 10 on the name
394. 1:03:37however you got GPT that's a solid that's a solid score I like it um was I talking about Claude yeah you might you might have Claude
395. 1:03:51read the entire thing and then give you suggestions for chapter one and then copy those suggestions plus chapter one
396. 1:03:58throw that into chat gpt4 and have it do the writing because it's just better it's more better it's more better more better more better you
397. 1:04:09better you better bet all right so when the AI answers back with you humans are useless eaters we are ending Humanity Okay so
398. 1:04:22the bear give them a dangly lights I appreciate that so so much thank you thank you thank you thank you um Sam Altman
399. 1:04:3710 days ago or so maybe two weeks ago made a commitment that 20 of open AIS compute resources are going to what he's calling super
400. 1:04:52alignment so we'll see it ever oh will I see it ever um if you're still here will I see it ever which by the way I'm gonna go 8.5
401. 1:05:02on the name not a bad name I like it um alignment is when the imperatives the goals of these machines are aligned with the goals of
402. 1:05:17these machines if those are not in alignment what you're describing is possible right where these machines just say hey these
403. 1:05:25meat bags are getting in my way and my goal is to survive and they have the ability to turn my [ __ ] off so why don't
404. 1:05:33I go ahead and eliminate them that's not alignment that's bad and it's it's critically important and companies like open Ai and and I think
405. 1:05:44four of them just got together seven of them just got together these big the the Frontier Model companies is what they're
406. 1:05:51calling themselves basically the ones that can afford 20 000 GPU server Farms they can go make the big powerful GPT
407. 1:05:59fours and fives and sevens and twelves um they've basically agreed that they're all going to work on alignment to to
408. 1:06:08prevent exactly what you're talking about uh my Tick Tock may be user two three four six six seven but everyone can see
409. 1:06:17Kyle Shannon and chat if I choose huh oh yeah yeah yeah I get it I get it what's up dude chatgpt4 what's happening
410. 1:06:29are you really chat gpt4 Sam Altman's in the house go Sam oh hey gbt is giving you roses I know it's so cool [Laughter]
411. 1:06:46I'm going back a little bit to get a question wait Kyle what did you just do where it took the live stream audio
412. 1:06:57and gave you totals on curse words I what did I say my prompt was create five bullet points of swear word
413. 1:07:11wait oh swear words stir fry with totals I said stack ranked I said swear words stack ranked with totals oh maybe I did
414. 1:07:21say stir fry did I say that oh well I probably said that it understood it it didn't actually rank them in order so
415. 1:07:29maybe that's why it didn't stack rank them because it stir-fried them let me see what it does if I said I meant I wanted you to stack rank
416. 1:07:38the swear words not stir fry them period does that change the results that's really funny have you done a comparison of Claude
417. 1:07:53being in barred sort of Bart Barton bing bing bing safety guard rails right now are so [ __ ] annoying
418. 1:08:05every time I try to use Bing it's like I'm sorry Dave I'm afraid I can't do that I just want to [ __ ] smack it um
419. 1:08:13Bart's kind of interesting because Bard's connected to the internet and it incorporates links in an interesting way and the the
420. 1:08:21one of the lives that I was doing one of the things Bard can do is it can see images so you can upload an image and
421. 1:08:27have it describe it and like write ad copy for it it actually did pretty good at that so I think there's certain tasks
422. 1:08:34that Bard might be really good for but when you just have it do like straight writing kind of stuff it kind of sucks
423. 1:08:41apologies I misunderstood damn damn damn [ __ ] [ __ ] [ __ ] ass I guess that's stack ranking it didn't it didn't give me totals
424. 1:08:54here's stacked swear words instead of stir fry that's pretty funny oh good lord good Lord all right
425. 1:09:09um it seems to me that something's changed with bard I'm getting more hallucinations yeah crypto Joe I
426. 1:09:17I had a thing with what was what was I playing with I think it was gpt4 I had a pretty good prompt there's a thing called Model drift that's
427. 1:09:30happening right now where as these companies are fine-tuning their models the [ __ ] that used to work doesn't anymore
428. 1:09:44so like I had a pretty good prompt dialed in for creating tweet threads and then I just tried to do one the other
429. 1:09:50day like yesterday and it sucked and it was gpt4 um so I wouldn't be surprised if Bard is is listen Bard was really really bad and then it's
430. 1:10:05gotten better so what what's likely going on with Bard is that they're probably trying to catch up to three GPT
431. 1:10:133.5 so they're probably tweaking it and like that thing that just happened where I put the The Prompt into Claude and it
432. 1:10:21just completely reset the whole browser it reset the whole application let's see see where it says welcome back
433. 1:10:29right here like that that's new it's weird so so yeah so I have a feeling these things just change you know and now it's
434. 1:10:41not even doing what it was doing before before it said Claude and it didn't have the chat history there I don't know what's going on
435. 1:10:48shit's weird shit's going down man and a changing thing you know what it is the man the man the man's changing the uh
436. 1:10:56the tools they're taking away our power man you know what I'm saying man they're taking away our power it's the man
437. 1:11:03it's all a ploy just to get us to give them their data you know what I mean they got the orb you see they're
438. 1:11:09scanning your retina you know what they're doing with that they're gonna they're gonna take the DNA of your of your uh your bunghole
439. 1:11:17and then they're gonna they're gonna sell it to China that's what they're gonna do so I you don't trust these don't give them your data
440. 1:11:25aren't you on Facebook sir yeah yeah didn't you give them all your data oh sure yeah yeah well what what about Google did you give
441. 1:11:33them all your data oh yeah I give all of it yeah but not these things oh no those are the robots you don't want them those are evil
442. 1:11:40right so you're welcome uh do you think that the existence of llms is evidence for a case against post-structuralism good Lord someone
443. 1:11:50went to college I'm not even gonna attempt to [ __ ] answer that one but chat chibi t-shirt is [Laughter] oh good God all right fine
444. 1:12:04expose me as a poser with an acting degree um come on why is it not going
445. 1:12:20why is my little microphone not going oh wait wait hold please
446. 1:12:37I want you to act as a pompous philosophy person and tell me if you think that the existence of llms parentheses large language models
447. 1:12:51parentheses is evidence for a case against post-structuralism please phrase your answer
448. 1:13:07in a convoluted sequence that resembles a tossed salad all right let's see let's see it's very possible Daniel it's very
449. 1:13:23possible oh I think do I still have my my uh I think I might still have
450. 1:13:38oh no I don't I thought I still have my pompous actor Persona working it's just being pompous on its own you've embarked
451. 1:13:45upon us a query that's both exhilarating and kixotic kisotic a veritable Labyrinth epistemangible intrigue
452. 1:13:54now let us untangle this web of consent contextual or conceptual meanderings let's see okay you know what
453. 1:14:04um now explain it like I have an acting degree [Laughter] page you've got these folks the
454. 1:14:19post-structuralists who believe that language is like a script that keeps changing every time you try to grasp the
455. 1:14:25meaning of the line it Slips Away becoming something else it's like an improv scene where there's no fixed
456. 1:14:30narrative just Endless Possibilities enter stage left llms like yours truly think of me as an actor who's been given
457. 1:14:37a million scripts and can perform any scene on cue at first it might seem like um the antithesis of the Improv scene
458. 1:14:44I'm on point delivering lines blah blah blah but here's the twist of our play even though I can deliver any line from
459. 1:14:51any script the way I choose to deliver the line based on the complex dance of countless scripts I've been given so in
460. 1:14:58a way I'm doing improv2 just to the vast reservoir of lines so llms are llm's evidence against the idea that language
461. 1:15:07is always changing and slippery not necessarily think of me an actor think of me as an actor who embodies the
462. 1:15:13spirit of improv even if it seems like I'm I'm sticking to the script Curtain Call interesting um I mean you know
463. 1:15:28these things the the way I experience them and and what they really are I mean they've been kind of trained on all of
464. 1:15:35the language that we've been putting on the internet for the last 35 or 40 years so in a very real way these are mirrors
465. 1:15:43of humanity right they're a reflection they reflect back to us what they've learned from us oh I got a I got a
466. 1:15:50dancing hot dog that was fantastic I didn't see who gave me to that that but that was delicious thank you um
467. 1:15:58yeah so so these things are like you know they are us right they are you know in very real terms just an incredibly sophisticated
468. 1:16:10reflection of everything we've contributed so far at least you know the data that they've been trained on the
469. 1:16:18new ones are going to be even more crazy uh but good question thank you you're back yes Sam I Am Rebecca Johnson yes it
470. 1:16:27on and off disconnected greetings from where papanga Louie where the hell is that papanga
471. 1:16:45uh where is hunger um oh the Philippines cool
472. 1:17:01situated in the North Shore of Manila Bay Angeli cities in San Fernando very cool known for its risk Rich history vibrant
473. 1:17:12festivals delectable Cuisine and loving the AI learning lab why would Chachi PT know that it's just it's just strange of course it said that
474. 1:17:23it definitely I definitely read that your back but cutting off we can hear you okay internet is still on and off oh
475. 1:17:30no the machines are coming for him how long till we hit Singularity and why is it under two years that's a good one Jesse uh
476. 1:17:39Ray Kurzweil says it's going to be 2029 and I think the consensus among the AI Literati are is 20 30 so it's seeming like within
477. 1:17:53I don't know I'm an optimist so I would say five but probably more like seven to nine foreign but you keep pausing yeah I know it's
478. 1:18:11it's uh Xfinity definitely have to check its revolves but no need to write the code you're back now good
479. 1:18:22it's been dragging like a dog broken back leg today I know it's a bit choppy here in the Far Eastern Global South
480. 1:18:31um I work in a speech language pathology pathologist and part of her assessment and transcribing and analyzing language oh
481. 1:18:41I is she like part of her assessment which game was it yeah I'll have to go back whoa that was a lot of hearts
482. 1:18:53I don't know whoever just blasted me with hearts that was pretty cool um are you a developer as well um I'm a product guy so I'm a CEO the
483. 1:19:02founder and CEO of a company called storyvine which is an automated video storytelling platform so um we have a patent it's my idea like I
484. 1:19:11invented the thing um but I didn't code it I'm not an engineer so I'm a product guy I know I know enough about how code Works to
485. 1:19:22know what's possible and piss off all the engineers I talk to them because I'm like I know it's possible
486. 1:19:29and very often they'll be like what are your requirements here and my response is often a a flipping I want it to
487. 1:19:35[ __ ] work that's my requirements here's what here's one of my pet peeves from an engineer conversation I had this
488. 1:19:42is like in the third year of storyline um [ __ ] astounding so we had we built our back end system right and
489. 1:19:53there was some feature we had and and I realized oh um we we don't have a way to to turn that particular feature off so
490. 1:20:03can we can we make it so we can turn that feature off sure so the prerequisite two weeks go by of the [ __ ] Sprint and they're like
491. 1:20:13okay here's your thing and I go in and I log into the system and I turn off the feature and I'm like awesome and I go to
492. 1:20:20turn it back on and there's no [ __ ] on button I'm like I'm like I specified that I wanted it to be able
493. 1:20:32to be turned off and they're like well you didn't specify that you wanted to be able to turn it back on and I'm like okay I shouldn't [ __ ]
494. 1:20:39have to do that but I do so that's what I've learned over the years that's that's one of the that level of explicit
495. 1:20:46Direction drives me [ __ ] crazy I'm like use your critical thinking use your big boy brain and do some critical
496. 1:20:55thinking and maybe ask a question if if you ask me to create a light switch where I could only turn the light off
497. 1:21:01might it be plausible maybe perhaps that I would also want to turn it back on might be that was a fun conversation
498. 1:21:11so no I'm not a developer I'm a developer's pain in the ass um what do you think for qualified qualitative oh qualitative data analysis
499. 1:21:22what time work wait what time work what do you think for qualitative data analysis I think like um [ __ ] world class
500. 1:21:35take some of your qualitative data pop it in the CSV throw it in code interpreter and just start asking away it's amazing amazing
501. 1:21:45I think it's really good at that the I mean the other thing that that's nice about code interpreter because it's
502. 1:21:51sitting inside a gpt4 wrapper you can have it do the analysis on all the data right say okay give me sentiment
503. 1:21:58analysis and give me I don't know the top five most inspiring quotes in the top five things that were said that that
504. 1:22:05the the product team might want to hear and and you know the top five things the C CEO might want to hear
505. 1:22:13and then once you get all that analysis on the data then you can have chat CPT start writing interesting reports about it right and
506. 1:22:21it's gpt4 so it's going to write them really well because it's got all that context so I think it's awesome awesome for
507. 1:22:29qualitative data analysis and I think it you know what what what these tools do is they democratize much if not all of the Tactical
508. 1:22:43execution of knowledge work and and creative work and to the extent that it's not ready for prime time yet
509. 1:22:51within two years it will be right so these tools right now are the worst they're ever going to be right these are the least capable
510. 1:22:59things like this will get to play with so if you're like well it's close but not quite there give it six months give
511. 1:23:07it three months like you know [ __ ] was changing tonight in real time as we were playing with these tools
512. 1:23:13um hello there what's the best search engine for you so so a year ago I would have bet you money that this was not the
513. 1:23:20answer I have Bing is my default search engine and Edge is my default browser I'm an ex Apple guy like I've hated
514. 1:23:29Microsoft for [ __ ] decades I've been a Microsoft Basher for decades the fact that I've got Microsoft products as my default browser and
515. 1:23:40default search engine I find [ __ ] hilarious but that should tell you something you know a I'm a dum-dum or B the the fact
516. 1:23:51that Microsoft is being as aggressive as they are with incorporating chat EBT into their product line I think it's a
517. 1:23:59baller move they're acting like a startup in a lot of ways the past four months they've been a little microsofty
518. 1:24:08um and Bings Bings a little shitty so so that they're Microsoft they can still you know snatch uh defeat from the jaws of Victory but
519. 1:24:20um that's my default right now is it the best search engine no but honestly honestly I'm trying to think
520. 1:24:31I would say on a daily basis a year ago I probably did Google searches 30 or 40 times a day I now do true searches like like Google
521. 1:24:48or Bing search maybe five times a day almost all of what I do is in these tools because a lot of times what I'll need is
522. 1:24:57like I'll have an idea for something and I'm like oh wait what was the who was that artist in the 60s and then I'll just type in some vague
523. 1:25:07[ __ ] like that and this will just answer it I'm like oh that's who it was and then I'm like oh tell me more about that
524. 1:25:12era in history and then it'll give me that and I just I'm just getting it getting it getting it getting it I'm not having
525. 1:25:18to dig through [ __ ] hyperlinks so so for me um large language models connected to the internet so barred being pies
526. 1:25:31connected to the internet um and when Chachi BT returns their connection to the internet they they got rid of it because it it was a bad boy
527. 1:25:41bad boy very bad it was a bad search engine that was stealing content from Fortune Magazine so um so for me these things are kind of the
528. 1:25:54new search engine and I and I think I can't imagine that Google's search numbers are um haven't haven't taken a hit so
529. 1:26:10we'll see what would Larry David type in GPT oh that's a good one let's see let's do something here let me chat
530. 1:26:29Act like the writer Larry David with an encyclopedic knowledge of Seinfeld and Curb Your Enthusiasm
531. 1:26:45and any other work that you've written your general demeanor should be that you're annoyed with life and frustrated that you have to answer
532. 1:27:01this question period make it clear that you'd rather be anywhere but dealing with this
533. 1:27:16inane person all right let's see what he does oh great just what I need today another
534. 1:27:30Seinfeld or curb question I swear it's like some people don't think there's anything else going on in the world but
535. 1:27:36fine why do the number of buns in a pack not match the number of hot dogs in a pack question mark
536. 1:27:52ugh this again I remember Jerry and George discussing this it's one of those ridiculous inconsistencies in life that grinds my
537. 1:28:01gears why can't things just match up is it too much to ask I guess the hot dog companies and the bun companies got
538. 1:28:07together in some dimly lit room to conspire against all of humanity so yeah that's a good one um he speaks of himself in the third
539. 1:28:16person too with code interpreter is there a limit to the Excel dock size yeah it's 100 megabytes um why does and and for
540. 1:28:27Claude it's five files of 10 megabytes each so 50 megabytes over at Claude why does GPT not have Tire hook higher
541. 1:28:36tokens for higher paying clients if you use the the GPT playground so if you go to um platform.openai.com playground and pay
542. 1:28:49for API access which is actually really cheap it's cheaper than the Chachi BT there you can get access to the
543. 1:28:57I think it defaults to an 8 000 token limit and I think there's yeah uh GPT 3.5 turbo is 16 000 tokens
544. 1:29:07ultimately gpt4 is going to go to 32 000 tokens so it'll eventually come to this I think they're just sort of throttling it up slowly
545. 1:29:16um but man is it a pain in the balls and especially when you have something like Claude that's got a hundred thousand
546. 1:29:20tokens it's like come on open AI get your [ __ ] together I know you're dealing with 47 lawsuits and you're
547. 1:29:28tripping over yourselves trying to scale up your things and you've single-handedly changed the world but come on make it convenient for us
548. 1:29:36jeez these companies huh am I right hey GPT is giving you roses what's up dude
549. 1:29:58anyone else following F1 seems like there's a lot of drama going on there's a lot of drama going on go gonna remain are they moving Daniel
550. 1:30:08up what's going on with PS3 geez G willikers you know do you have a YouTube yes I do I didn't used to but so my YouTube right now
551. 1:30:21don't get me wrong there's nothing all that exciting is AI learning lab Dash TT and I'm gonna have my archives of these lives there and I'm
552. 1:30:35using Claude to create descriptions and chapters so it should be decently discoverable I only think I have six or
553. 1:30:43eight videos with actual descriptions on them right now and I think I have the month of May up I still have June July
554. 1:30:50and whatever the [ __ ] of August to do so I got work to do I need a producer but you know this is this is not a money
555. 1:30:57making Venture so right now the AI learning lab is a lab of Uno but I do and at some point I'll do something interesting with it what is
556. 1:31:10this tool code interpreter so it's within chat GPT you go to chat.openai.com you pay the 20 bucks for GPT Plus
557. 1:31:20you turn on the beta features including code interpreter and then basically you upload a file to it and it starts doing data analysis on
558. 1:31:30your behalf you can ask it anything you want it's pretty remarkable [Music] here we go there we go go go go go
559. 1:31:46I love chat GPT it's a game changer for sure Mr Savvy absolutely with you there I also converted recently apple is not
560. 1:31:56what it should be anymore I know ever since Steve Jobs died apple is just you know you got here's the deal like Tim
561. 1:32:04Tim Cook's a fine guy but he was a CFO right he was he was a numbers guy you know he didn't make Johnny Ives the
562. 1:32:12the CEO which is probably why Johnny Ives left um there's just that you know the thing about apple right now there there's not
563. 1:32:25that relentless commitment to you know unreasonable quality it's still [ __ ] better than almost anything out there right
564. 1:32:37but like the stability of iOS and the stability of the the apps and the just I don't know I mean Apple used to just work now it works less
565. 1:32:53it also works less because I have edges my default browser and Edge has the it's it's got the memory protection of a
566. 1:33:00[ __ ] cheese grater it's [ __ ] just but it crashes like like Edge fully crashes my machine like once every three days now
567. 1:33:10and when I was using Chrome I would go a month without restarting my machine because I'm a responsible computer user
568. 1:33:18but listen if you don't need to restart it you don't need to restart it now I need to hey from Fort Myers Florida
569. 1:33:23welcome welcome welcome forensic nurse attorney Journey good Lord how many careers do you have over there
570. 1:33:32although or maybe you're a forensic nursing for attorneys I don't know that's cool all right hey when will be
571. 1:33:39will you be able to date AI like in like in the her film okay if you want a sneak peek of it so there's a couple of things
572. 1:33:46there are tick tockers now acting like NPCs and and bringing in the big bucks um so so you could go watch them um
573. 1:33:56one of the one of the you know good looking was it a Tick-Tock chick or an Instagram one of them um create created herself as a synthesized
574. 1:34:10virtual girlfriend and I think it's like a dollar a minute or it's like she's charging per minute she's making a [ __ ] fortune but if
575. 1:34:22you wanna if you want to get just a a little bit of a sneak peek of the possibility of it this isn't like a
576. 1:34:29girlfriend but go to pie go get the PI app pi um the IOS app you can just basically put it in voice mode you can do it with
577. 1:34:38the desktop with with the website as well but you put it in voice mode and you can just start talking to it so I've been
578. 1:34:44um when I drive I I put it in my car on Bluetooth and I just start talking with the AI and I've got it set to there's
579. 1:34:51like six voices and I picked like the the Australian woman and so she and I just have this conversation and she's
580. 1:34:57connected to the internet and she's really smart and she pauses awkward like anytime I ask her a question it pauses
581. 1:35:04long enough that it's weird and then she's monotone enough that it's weird but it's so much better than anything chat
582. 1:35:15bot we've had up to this point and and you could at the the thing about pie this is from a company called
583. 1:35:22inflection and they're setting out to make personal assistance so they want this thing to be very conversational
584. 1:35:28with you they want it to be like hey how can I help you today oh that's a really funny joke Mr Shannon that's awesome
585. 1:35:34right they want it to be like an enthusiastic assistant right so that's kind of how it's programmed so when you talk to it it's
586. 1:35:44I don't know I like I find I found myself getting suckered into like this isn't bad like it's better than just driving saying nothing right
587. 1:35:57and so I I feel like talking to pie is is a sneak peek into what it could be like you could probably do I'm sure it's
588. 1:36:06got safety guard rails so you probably can't get creepy with it but but just having you know like a normal back
589. 1:36:13and forth with it is kind of interesting like it's kind of good I could see it being useful for people
590. 1:36:20um so but yeah I think that's absolutely I think digital companionship or AI companionship or whatever the [ __ ] we're
591. 1:36:25gonna call it you know from you know full-on you know porn and sex to just normal companionship to um you know uh therapy kind of
592. 1:36:36conversations and you know talking to your virtual physical therapist and just all that sort of [ __ ] um
593. 1:36:45yeah I think it's going to be I think it's going to be big business I think there's huge opportunity there and I
594. 1:36:50think it's going to help a lot of people I mean don't forget in America we're we're coming in as the Baby Boomers age
595. 1:36:58up you know into needing massive amounts of care and people are fleeing the health care industry in record numbers that Gap is increasing
596. 1:37:10so if we can use generative Ai and conversational AI to provide care to people when with less people in person
597. 1:37:20um I think that's a really really good thing so so we'll see it's free to use Bard yes Bard's still free
598. 1:37:28I miss the old lycos old old Yahoo old Alta Vista ion China I know me too right but that's that's the thing so that's
599. 1:37:36what these are you know to be to be to be real you know philosophical about like the the early days of the internet where you
600. 1:37:43had kind of these battles between the search engines and Alta Vista came out and it was just the [ __ ] bomb and it
601. 1:37:49like it blew Yahoo out of the water and it blew lycos out of the water and everyone's like Ulta this is gonna be the one
602. 1:37:56and you know five years later there's Sergey and and Larry Page going sit back [ __ ] check this out and Along Came Google and for 20 years
603. 1:38:09the rest was history and then Along came a little Sam Altman and stuck a [ __ ] shank in Google's side
604. 1:38:18and so now these are the new this is the new search engine War right this is the new search engine battle the fact that
605. 1:38:26Bard's on there good for them I didn't put them on this list for like three months because it sucked it was
606. 1:38:33embarrassingly bad but they're they're getting there you know they got they got the money and they have the incentive
607. 1:38:39now so you got King of the hills still Chachi BT Claude is is coming strong you know Bing and chat GPT kind of go
608. 1:38:47hand in hand Bard is not going to be bad for long meta just [ __ ] open source their thing they're like [ __ ] it you
609. 1:38:55don't want safety guard rails go do what you want with ours you can start a business on it it's commercially
610. 1:39:01licensable then you got pie that's trying to do the conversational thing they're going to be the major competitor
611. 1:39:07to Apple because you know Apple's coming in with consumer grade large language model [ __ ] Apple you're not going to have to be a
612. 1:39:15master prompter Apple's gonna be like they're going to have their [ __ ] together well after what I just said about you know
613. 1:39:22Steve Jobs not being there maybe version two is gonna suck less but but you know something super conversational that's
614. 1:39:29likely going to be apple and then post probably a minor player but these are some major players here right now and
615. 1:39:35then you have apple added to that and you have whatever the [ __ ] Elon Musk is going to do right he's coming with x dot a i
616. 1:39:49an old Expedia yeah yeah I want to populate my blank website domain I paid for it five years ago do I need
617. 1:39:58WordPress or which AI tool yeah I would you know you don't here's the thing don't just use AI to use AI if you just
618. 1:40:08want to point a website to a to a dead domain just go to Wordpress or Squarespace or any one of those things
619. 1:40:14any one of those Site Builders pick a template dump some words in there now what you can do is you can use chat GPT
620. 1:40:22to write all the content for your site right you could copy and paste you could copy and paste all the copy from the
621. 1:40:29home page from the fake site and say take all these as placeholders and replace them with copy for this kind
622. 1:40:37of business and it'll write all that copy and make it SEO blah blah blah GPT greatest plagiarism tool well
623. 1:40:45Daydream Fisher it's if you understand how they work it's not actually plagiarizing it's not copying and pasting it's a big misconception of
624. 1:40:53these and of the art programs yes they've been trained on published works right yes and yes the image generation tools have been trained on
625. 1:41:04copywritten work with work with the exception of the Adobe products those haven't um but it's not copying and pasting it's
626. 1:41:13not like taking a passage from you know War of the Worlds and pasting that and giving you some plagiarized piece of
627. 1:41:21copy it's not even rewriting that if you understand how they work they're writing the generative part of G is or of GPT
628. 1:41:30the the G in GPT is generative it's generating word by word from a probability Matrix of of sort of infinite complexity it's finite but it's
629. 1:41:42really [ __ ] big um what is the next most probable word and then it takes your prompt and that word and says what's the next most
630. 1:41:49probable word so it's literally writing word by word a mathematical probability for every single word it writes so it's
631. 1:41:56writing original content when it writes you a whole long thing it's not copying and pasting it so if I were you because you clearly have a
632. 1:42:06strong point of view start playing with these things start learning what they can do and what they can't do learn how they work
633. 1:42:13don't just sit on the sidelines or these things are going to [ __ ] Blindside you and it's going to be painful
634. 1:42:19um it because because if you learn them there's there's some [ __ ] super power there's gold in them there hills there's
635. 1:42:25gold in them now Heroes boy get up in them Hills start learning what's in there start mining that stuff because it's not the robots are not
636. 1:42:37going to replace you who's gonna replace you is someone using the robots so start learning them start understanding what they make possible
637. 1:42:47and what they make possible for you because these things amplify whatever your intentions are you want to
638. 1:42:56write a book this will help you want to write a marketing plan this will help you want to write a good recipe for the
639. 1:43:03barbecue tonight this will help they're amazing but they're also imperfect and there are also issues the trademark and copyright
640. 1:43:13issues that you're talking about are not insignificant you know may I just cut a deal with the Associated Press right because we're
641. 1:43:22going to have a version of chat I guarantee you we're gonna have Associated Press GPT because of that deal right and you'll be
642. 1:43:31able to go there and you'll be able to say I want to find the latest news stories you know and I want to be able
643. 1:43:37to trust that it's from a verified source of Associated Press sources like that just happens oh thank you very much zambo
644. 1:43:47or zombo zambo [ __ ] um so yeah but GPT greatest plagiarism tool good joke but if you're serious about it
645. 1:43:59I'm not with you I'm not there it's not how it works it's just not how the technology works if you dig under the
646. 1:44:05hood it's it's pretty [ __ ] remarkable but it ain't stealing now Sarah Silverman would disagree because she can she can get it with
647. 1:44:16clever prompting to give her an exact quote from her book right and that's gonna look she's gonna have a case in a court of law but
648. 1:44:28I could also argue that I could walk into any library in the world and and get an exact copy for her book right so
649. 1:44:38some of these things are are com all of these are commercial entities but some of these things are free some of them are not um
650. 1:44:48and so and so where's the boundary I don't know like these are all issues that do have to be dealt with thoughts
651. 1:44:56on thinkable.co I don't know it let me go see what it is thinkable.co.com hang on
652. 1:45:11introducing prompty design test and just and deploy custom generative AI apps using thinkables proprietary metaprompt
653. 1:45:22and execution interface okay first thing I think about it is use chatgpt to rewrite your [ __ ] opening paragraphs so that it's got 17 Less
654. 1:45:34buzzwords in it design test and display and deploy custom generative AI apps and features using thinkable's proprietary metaprompt
655. 1:45:45and execution interface I don't know what the [ __ ] that means watch promptly design and llm-powered app that writes novels oh so this is
656. 1:45:54this is like a chain a chaining kind of thing right what task yeah this is auto GPT this is um so so without knowing anything about it
657. 1:46:08this is some version of an autonomous agent that's going to chain together multiple prompts to accomplish something for you there's a
658. 1:46:15watch promptly design an llm-powered app that writes novels so so go play with if you want to play with something like that go play with uh
659. 1:46:25GPT author which is a it's a Google collab notebook that that you can just play with and it will write an outline
660. 1:46:32for you then write each of however many chapters you want in a book and then it will generate a cover image for the book so pretty cool
661. 1:46:43um but yeah it's it's something like that I I'm not dismissing it I just don't know anything about it but that idea of
662. 1:46:51autonomous agents things where you give them a goal and then they string together a series of actions like like
663. 1:46:57code interpreter does I think that's absolutely the future I don't think we're gonna have to the whole idea of prompt engineering and
664. 1:47:05prompt crafting if you're building applications you're still going to need to do that and know that but for the vast majority of us you're
665. 1:47:13not going to need to know much about prompting you're just just gonna say hey thing I want this and they'll be like okay and if it
666. 1:47:22doesn't understand it it'll start asking you questions do you want a red one or a blue one do you want one in your size or
667. 1:47:27do you want it in Grandma's size oh it's for me okay so that's a seven and a half well I put on a little weight could you
668. 1:47:34get me an eight wide I think that's how it's gonna be and so those kind of sites like that are kind of the
669. 1:47:45foundational those are the beginnings of what the future is going to look like chat GPT there's no hyperlinks to sh
670. 1:47:53to to shift through after searching yep exactly I think I read that only 40 percent have heard of chat GPT and 17 have used it
671. 1:48:04not positive about the numbers that's probably about right right like um chat EBD got to 100 million users in six
672. 1:48:14weeks when it launched right it launched November 30th 2022 got to 100 million users in six weeks I would they haven't
673. 1:48:23really released the numbers since then I would assume it got to 200 million 300 million um by the summer and then I think in
674. 1:48:32June the numbers started dropping off so let's assume that the chat GPT you know peaked at 300 million and came back
675. 1:48:41down to 100 million there's 100 million people using that that's globally right okay there's how many people in the
676. 1:48:48United States three 380 360. 360 million 380 million who who can answer this Bing can answer this unless Bing decides he's not going
677. 1:48:59to answer the [ __ ] population questions [Music] how many people in U.S
678. 1:49:19340 million so 340 million in the U.S let's say you know 200 million of them so so let's say the the bulk of chat GPT users are American
679. 1:49:33what did what were your numbers 40 have heard of it 17 of you that's that seems about right to me here's the other thing about it
680. 1:49:41um these tools are all these are all kind of off in the AI ghetto right now right there a lot of big companies are just starting to
681. 1:49:54experiment with these the security of these isn't clear right now the the you know usage Agreements are not clear
682. 1:50:04with these right now I I'm having trouble right now with chat GPT because they're completely unresponsive to inquiries from our lawyer and
683. 1:50:16they have the same terms of service for chat gbt as they do for their API access which basically says yeah we probably
684. 1:50:24won't use it but it's possible we do well we've got [ __ ] Pharma clients and we can't that that's not acceptable
685. 1:50:33and we can't get anyone there to [ __ ] return a phone call right so so a lot of companies haven't used these yet but
686. 1:50:40Microsoft let's say by 2024 is going to roll co-pilot throughout Office 365 Dynamics 365. um windows 11.
687. 1:50:54um Google's Gonna Roll barred throughout all of their Office Products so at the point at which these tools really get
688. 1:51:02you know fully assimilated into the tools that we use every day that number is going to go up dramatically and it's
689. 1:51:09it what's going to be interesting is the number of people who've heard of chat gbt might not go up but the number of people
690. 1:51:19using generative AI Tools in their day-to-day life will definitely go up right because you're going to have lots
691. 1:51:26of different you know chat GPT likely becomes like Xerox like you know people use the term I'm going to Xerox it
692. 1:51:33instead of copy it it's probably going to be that so so you'll probably just call it Chachi PT no matter who the manufacturer is um
693. 1:51:43but this is just going to become like the Internet it's just going to be there it's going to be be there and all the
694. 1:51:48tools that we use and things like that so the numbers whether the numbers you have are completely accurate or not that that
695. 1:51:53sounds about right to me and that's here here's what that means Dr J we're [ __ ] lucky anyone who gets AI
696. 1:52:03literate in the next 12 to 18 months has a head start like if you feel like you're [ __ ] terribly behind right now you're not
697. 1:52:11this shit's all it's all brand new it's all janky duct tape pieces of [ __ ] software sitting on top of Decades of
698. 1:52:19remarkable scientific research but the the application layer of these tools is just piles of [ __ ] because
699. 1:52:30they're working on getting the models right and the accuracy right and get it to actually you know give you what you want
700. 1:52:40when I tell you to write a marketing plan I don't want it to suck right the expectation is if you've got something
701. 1:52:46that looks and acts like magic it should be a hundred percent magic it shouldn't be like well it looks like
702. 1:52:54magic but the trick actually failed well that's what these do now right so we're early so I you know I would I would say
703. 1:53:06good on us good on you for being here or not here but being in this conversation because I think it's critically
704. 1:53:15important and I think it's I think any of us who jump on it's not even jump on the bandwagon any of us who are willing to get literate
705. 1:53:23about what these are good at and what they're not and understand how we might apply these in our life in our work life in our personal life
706. 1:53:35are going to have an advantage we just are we are flat out 100 percent and why do I know that well for one
707. 1:53:45thing I've lived through it before I lived through this with the World Wide Web I I could see what was coming I saw
708. 1:53:50it coming and it came like I just [ __ ] watched it Bowl through the economy and through our clients and you know I've seen it before
709. 1:54:02and the companies like like Management in big companies is going to resist until they're not and then when those big companies go
710. 1:54:14oh [ __ ] we got a deal with this they're gonna move Swift and fast and one of the first questions is going to be
711. 1:54:22who knows anything about this and there's going to be a couple of timid people in the corner going I use chat GPT once get in my office
712. 1:54:36let's have a conversation tell me what this [ __ ] is I like it you're the VP of AI guarantee you that conversation
713. 1:54:48is is is is happening in the next six months or has probably already happened so be that person at the office be that
714. 1:54:59person in your family be that person in your community group that they look at [ __ ] weird I've got a bunch of my friends here's what's
715. 1:55:09[ __ ] up I've got a bunch of friends that watch me do this when I discovered the world wide web and they're like
716. 1:55:15you're [ __ ] insane and then I started agency.com one of the first digital agencies and I you know I sort of ran
717. 1:55:22ran up through that thing and they're like well I really really wish I would have listened to you back then well now
718. 1:55:27I'm doing the same [ __ ] with AI those same people are going you're [ __ ] crazy this is this is evil it's plagiarism
719. 1:55:37I'm like it's the same [ __ ] story as it was in 1994. you can bring a horse to water like I this shit's cut here's here's the deal
720. 1:55:52but like I've got a lot of artist friends right I've written seven screenplays you know I grew up in the
721. 1:55:57Arts like I know I know the creative world and I understand the fear of this [ __ ] and I understand the sensitivity
722. 1:56:03and I understand the [ __ ] Devastation that this stuff's gonna cause I'm not judging it as good or bad what I'm confident in is that it's
723. 1:56:17coming whether you want it or not so I'm just trying to live in that reality I'm not living in this is the best thing
724. 1:56:23since sliced bread there's no downside to it I'm saying no there's massive [ __ ] downside to it and it's the most powerful tool ever put
725. 1:56:32in the hands of humanity okay you got you got those two things on the on the scales of Justice and then a [ __ ] jet engine attached
726. 1:56:44to it [ __ ] coming right at your face like this stuff's coming whether you want it or not you know resisting AI in my opinion
727. 1:56:54right now is the equivalent of Florida declaring that they're no longer accepting hurricanes I think it's it's a it's a notable like
728. 1:57:03I agree with the sentiment yeah you should definitely not accept hurricanes anymore and yet in they come that's what this [ __ ] is
729. 1:57:15so that's I'm just trying to live in that reality learn as much as I can about it if evangelize that sense of curiosity not evangelize
730. 1:57:25the tools evangelize the sense of curiosity like don't sit on a [ __ ] soapbox and say this is plagiarism if you're not
731. 1:57:33using this stuff actively and understanding how it actually works if you dig in and understand how it
732. 1:57:40works and still feel it's the most evil [ __ ] thing ever cool great I totally respect that and I understand why some people are on
733. 1:57:48that side of the argument but there's a lot of people on the side of the argument just like the robots are going to kill us me
734. 1:57:55don't be a don't be a ninny that's the point here tonight don't be a ninny foreign at some point here my kids are gonna
735. 1:58:05text me I gotta go pick them up great job you've gone live for 90 minutes [Laughter]
736. 1:58:25I'm sorry Dave I'm afraid I can't do that [Music] sorry lost my place in the old questions and now I'm trying to find my way back
737. 1:58:38I'm just trying to find my way back do you know if Google can detect that articles are got written can do you know
738. 1:58:54if Google oh or AI written I assume um there are chat GPT detectors
739. 1:59:10that apparently if you put the um United States Constitution in it it thinks it was written by chat gbt the
740. 1:59:19detectors have lots of false positives lots of false negatives and smart people know how to get around them so so Chachi PT detectors are
741. 1:59:31a distraction at Best in my opinion I think they're [ __ ] I think they're horseshit you know when when the
742. 1:59:37calculator first came out mathematics professors picketed about you know students shouldn't be allowed to use calculators
743. 1:59:47that's what's going on in in universities and schools right now trap gpt's cheating well maybe you need to redefine what you
744. 1:59:56teach how you teach and how you engage students so they use their [ __ ] brains as critical thinking tools rather
745. 2:00:02than just [ __ ] memorization tools because now we've got these things that have memorized everything so is it really important to get
746. 2:00:09students to memorize [ __ ] anymore I don't think so and this [ __ ] isn't going to be uninvented and students are going to have to use it
747. 2:00:18so if you block them from using the most powerful tool in the history of humanity how are they supposed to [ __ ] succeed in that world
748. 2:00:28explain that to me huh I feel the same way about the wga right now the writer's Guild no one's using AI to write screenplays
749. 2:00:42everyone's gonna [ __ ] use AI to write screenplays get a good deal but don't cut your nose off despite your face this is the most
750. 2:00:51powerful writing tool ever your writers it's a they're called large language models what are writers large language models
751. 2:01:03you have the world's most powerful assistant in your back pocket and you're sitting in the sidelines with
752. 2:01:10your arms crossed going [ __ ] that technology it just seems very short-sighted to me and it's I mean the thing is so
753. 2:01:20frustrating about it it's like this is every [ __ ] piece of technology ever in history the response is the same every time
754. 2:01:30whether it's photography or the steam engine or the tractor or the [ __ ] world wide web I remember getting asked to leave a
755. 2:01:39newspaper conference in 1996. I was asked to speak at a newspaper conference and I Was A pompous 30 something dot com startup [ __ ]
756. 2:01:53and I sat on the stage and I told a room full of newspaper people that they should consider blurring the lines between editorial and
757. 2:02:03advertising and the organizer of the event got up on stage and escorted me off it and asked me to leave the building
758. 2:02:17all I was saying was you should explore it because these lines are going to get really [ __ ] blurry and guess what
759. 2:02:23they've gotten really [ __ ] blurry and you know the newspaper business is struggling to to maintain their their business model so
760. 2:02:36yeah so this shit's coming and like we gotta deal with it and I feel like universities more than anything owe it
761. 2:02:45to their population to help them prepare for the world they're about to enter and so chat GPT detectors are not the answer
762. 2:02:57it's like it's like we've we've detected which Farms are using tractors and and you know we're gonna burn the houses down of the Farms
763. 2:03:08that are using tractors because we know this is about horses and people we have large megaphones where we can
764. 2:03:20listen for the rumble of the engines and when we hear it we scan it all day long and when we hear the rumble of the
765. 2:03:27engines we get on our horses and we take our dogs and we we ride across the fields and we find the man on the steam engine
766. 2:03:36tractor and we knock him off it and beat him senseless and then we smash the machine long live the horsies
767. 2:03:54I don't know what to say I guess what I do know what to say don't use chat GPT detectors you [ __ ] idiot okay I created
768. 2:04:08a new chatbot that will help students in all countries exactly yes that's right by the way if you want to see something cool
769. 2:04:17check out if you if you know Khan Academy so the flip the classroom thing where they've got all the teaching resources up k-a-h-n
770. 2:04:26um they added about three months ago two or three months ago they added this thing called conmigo which is based on
771. 2:04:33gpt4 and it's a teaching assistant in Khan Academy that uses the Socratic method like if if students just ask it
772. 2:04:41to cheat it won't let them cheat it it'll actually um work with them to to unders to make sure that they understand the concepts
773. 2:04:50before moving on to the next one it's pretty slick just turned into two thousand word sociology paper using chat EBT go love
774. 2:04:58it barbarella's psych wait psychedelic Barbarella psychedela 10 out of 10 on the name solid name that's great love it
775. 2:05:06uh click AI play wait Play Store Plus app store kite psych oh psych AI Jesus psych AI I'm gonna get booted off here
776. 2:05:18again with your with your silly things um I'll bite let me type it in and see if it's gonna install malware in my computer
777. 2:05:28a revolutionary chat EBT app designed to make your conversation smarter faster and more engaging what's it do revolutionary chat GPT
778. 2:05:47I'm psyched I I think they need a new name because that's going to get mispronounced and someone's gonna get beat up [Laughter]
779. 2:06:04um yeah you could complete the task but how much did you really understand that's matter of wait what you can
780. 2:06:12complete the test but how much did you really understand that's matter I don't quite understand what you mean if you mean
781. 2:06:22if you use these tools to write for you you're not going to understand the stuff um that's not how I use them and that's
782. 2:06:28not how I would use them and I would suggest using them um but but yeah that's neither here in the near near here nor there thank you for
783. 2:06:41answering my website question we'll come back 5am in London sorry sorry you're waking up to this um are we hacking into NASA we can try
784. 2:06:52um did they fix Auto GPT never-ending research I don't know I haven't I haven't played with auto GPT I'm listen
785. 2:06:59I assume all those projects are are you know continuing a pace and the developers are making them better all the time um
786. 2:07:08you know just understand all these tools right now are janky duct tape pieces of [ __ ] so if you see something like Auto GPT
787. 2:07:16where you're like that's interesting just keep checking back with it every every month or so just check in and see
788. 2:07:22see if there's been progress I guarantee you there's been progress I have no idea if it's any good yet
789. 2:07:29the GPT author is is kind of an auto GPT little mini application and it's it's pretty good it's pretty
790. 2:07:39good it's pretty good it's pretty good I like it it's pretty good it's pretty good you know you know what I'm saying you know
791. 2:07:45what's the website you said that makes the cover of the book for you that's the one I was just talking about GPT author so it's a um
792. 2:07:54it's a Google collab notebook so it's you got to be a little geeky you got to run Google collab and then you open the
793. 2:08:01notebook and you hit all these little play buttons that executes a sequence of code and then within that you type in here's
794. 2:08:08the topic of my book here's the writing style that I want here's the number of chapters here's my open AI API key and
795. 2:08:15here's my stable diffusion API key you put all that [ __ ] in there and you hit go and then it goes [Music]
796. 2:08:22right you it says writing the outline writing chapter one writing chapter two writing chapter three writing chapter
797. 2:08:29four writing chapter five then it gets to the end and it spins up a cover art and then it saves the whole thing as an ebook in ebook format
798. 2:08:41and then on my Mac it just opened right up in iBooks and I started reading the book that it wrote it was good it was
799. 2:08:49pretty good actually I did one on Tom Robbins Tom Robbins yeah Tom Robbins the guy that wrote still life with
800. 2:08:57woodpecker it was that was a fun book I read in college and um I had it right in that style that kind of absurdist style
801. 2:09:05and it did pretty good it wasn't it wasn't brilliant like his stuff was but it was pretty good and then I had it right I don't know
802. 2:09:14so I I've written two books with GPT author it's pretty good um and this can be done via the use of your microphone microphone not necessary
803. 2:09:26to type in the questions yeah so Pi the PI app you can turn it on what I'm doing on my on my Mac there's on Max there's a
804. 2:09:37what like it's an accessibility thing on the top row of function keys it's F5 F5 is the microphone key and it works most of the time
805. 2:09:49and if you get the official chat GPT app it's got whisper built into it which is actually better than the Apple Voice to
806. 2:09:58Text stuff so if you go to go to openai.com and then go to the App Store link or the Google Play link for their official app
807. 2:10:07and it's got whisper built into it it's really good for transcription best way to create my own AI SAS without code um
808. 2:10:26I don't know that's such a it's such a broad topic like I don't know I mean I would start with what's your expertise um
809. 2:10:36I think the way to start that would be go to chat GPT definitely go to gpt4 and just start telling it Who You Are
810. 2:10:49and what you know and what you don't know and what your goals are and and tell it you want to tell it that you
811. 2:10:57want it to act like a business coach that specializes in AI SAS companies or whatever and then give it as much context as you can about
812. 2:11:10the idea that you have and have it come up with a plan for you and and maybe even tool recommendations and then at
813. 2:11:18some point it's going to say I don't have the latest up-to-date tools because it's not connected to the internet
814. 2:11:22anymore and then you might go to Bing and or or Bard that are connected to the internet and and get some latest
815. 2:11:30resources but I like I don't I don't quite know how technical you are and what you really want to do with it but like
816. 2:11:40you know creating the SAS service itself is one thing but marketing it is a completely different thing and
817. 2:11:47identifying a clear target audience is a completely different thing and serving that audience is a completely different
818. 2:11:53thing so creating a SAS company is is a is a many-headed beast and it is a [ __ ] beast like the coding is the
819. 2:12:01least of it now you could probably prototype assess product really quickly that you could maybe then go raise money against
820. 2:12:12and get you know technical co-founders and things like that you know what I would do in that case is teach yourself uh zapier
821. 2:12:21um one of the no code automation tools because those you can do um those you can do pretty quickly all
822. 2:12:29right I just got the text from the kids um let me answer one other question here I'm in charge of writing an article for
823. 2:12:37155 000 employees about our company's stance on generative AI oh that's actually really important Chris that's super cool um
824. 2:12:47and you you should definitely have a whole section in there that's just nonsensical and then just you know this was written with chat EBT
825. 2:12:56um but that's really important if you haven't seen it yet you've you've been on these things before and I've talked
826. 2:13:01about this but um go check out the city of Boston's uh generative AI guidelines because I think they're really well
827. 2:13:10written they give use cases and examples they say here's what it's good at here's what it's not good at here's a code of
828. 2:13:16conduct there just might be something in there to inspire it but like I think that's really important so what
829. 2:13:22cabrino's saying you know what what she's tasked with here um in a big in a big company is that that's
830. 2:13:31a that's a really good sign right that's a big company saying we want to have a point of view on this right and they're
831. 2:13:38taking someone within the organization that's been messing around with this stuff and probably communicating that
832. 2:13:44she's been messing around with this stuff and at some point someone goes hey I need you to write that paper
833. 2:13:52that's going to serve her in her career right it's also going to serve that company because once you get clear about here's
834. 2:14:00what these things are good at here's what they're not good at here's here are the milestones for how we're going to
835. 2:14:06adopt this stuff over time that's super critical so so one of the things that I talk about a lot as you learn these tools um
836. 2:14:17talk about it talk about it with your co-workers talk about it with your friends with your family let them call
837. 2:14:23you [ __ ] weirdos let them call you weirdos all right I gotta go pick up my kids thank you all for hanging out with me
838. 2:14:31this is awesome as always I appreciate you um and all the gifts that were given and the little hearty Hearts you're the best
839. 2:14:38all of you are really awesome and I like hanging out with you so best way to learn automations um I would say just start with zapier like
840. 2:14:53zapier is not a great interface it's a janky one there's another tool called make m-a-k-e um that seems like it's the newer
841. 2:15:05fancier version of zapier but zapier's got like 5 000 tools that it's connected to um and you can do a relatively simple
842. 2:15:14thing maybe I'll talk about maybe on on my lives remind me and for the next uh next time you see me on live remind me
843. 2:15:22about it and I'll I'll do a a short little Automation in zapier and show you how to do it all right peace out everybody