aiLL 5/10/23 - The Future is Already Here

Transcript

1. 0:03foreign with the AI learning lab going live on a
2. 0:19what is it a Tuesday night it's a Tuesday night uh what we talk about here AI stuff talk about AI stuff why
3. 0:29wouldn't you talk about AI stuff it's not like it's hyped or anything it needs a boost so I'm here to boost it uh
4. 0:36seriously I uh I think that what's happening with generative Ai and what's coming is way more profound than
5. 0:43anything we've seen in our lifetimes and potentially of all time and uh I'm here to answer any questions I can my background is in uh acting
6. 0:56and uh moved to New York City out of school and then in the mid 90s I discovered this thing that Tim berners-lee invented called the world
7. 1:04wide web and started one of the first online magazines and one of the first digital agencies company called agency.com and
8. 1:14um what's happening with generative AI is very very reminiscent of what was happening with the early days of the web
9. 1:21and in fact on my Tick Tock channel two of my pinned videos um are actually compare um you know 2023 being the new 1995.
10. 1:33um which is which is kind of when I got in into all this stuff 94.95 um the the parallels are really interesting the um
11. 1:45you know the internet had been around for a bunch of decades and then this world wide web thing kind of made non-technical people give
12. 1:54non-technical people access to this very technical powerful thing and we know what happened with that and and chat GPT
13. 2:01you know there's some other things that preceded it but chat CPT was really the uh the the kind of seminal
14. 2:08um the explosion that is doing the exact same thing for AI and and we're lucky enough to get to play with it and it's
15. 2:16really quite remarkable so anyway uh if you have questions about AI please put them in the uh uh whatever you call it comments
16. 2:25I'm old my brain doesn't work anymore um the the little image that seems but that's also the address of chat GPT so a
17. 2:34lot of what I talk about here on the channel is chat gbt but you know other stuff as well but if you want to start
18. 2:41playing with this stuff if you want to start figuring it out you don't need to download anything you don't need to uh
19. 2:49pay for it you just go to that address chat.openai.com and start playing I would actually encourage you to start playing while we chat here
20. 2:57um so let me let me jump into the questions here all right one of the questions are you a professor I am not a professor I play
21. 3:05one on Tick Tock um now I'm just a um like I'm not even sure why I started this Tick Tock channel so I had the the big Epiphany I
22. 3:15had around generative AI that that this was the next you know there's sort of Fire the written language the printing press
23. 3:25the Industrial Revolution computers the Internet really the web and I think this is the next one I mean there aren't many of these uh
24. 3:37these kind of changes don't happen that often I feel very very fortunate to be um getting to experience two of these in my life um
25. 3:47and I and I just um I was learning about all this AI stuff I was just trying to process like the implications of it and what this stuff
26. 3:55did and what you could do with it and I realized like I needed to I needed to get these thoughts out of my head and I
27. 4:02also realized that this is going this technology is going to have profound effects on people way faster than
28. 4:10anyone's prepared for and so I thought you know I should just share as much as I can and help demystify it and help share
29. 4:18um kind of the light side I think it's really easy because we have we've had 50 years of Hollywood telling us that the
30. 4:24robots are going to kill us that I think everyone's default is the robots are gonna kill us and and they're really really powerful um
31. 4:34there's another very real possibility that the robots will free us um these tools are remarkable they're
32. 4:42they're magic so anyway so I'm not a professor but I'm really passionate about demystifying these tools answering
33. 4:49what I can brainstorming doing projects I keep saying yes to projects in the face of Reason um because you know why not
34. 4:59we I mean the reason the the reason why I keep saying yes to projects is you only get to experience the birth of
35. 5:07something like this once like it's right now November 30th 2022 is when this started in my opinion that was the day that
36. 5:16that website launched chat.openai.com um and I'm happy to talk about why I think that changed everything so we need
37. 5:22those AI Bots from New York City in schools to protect our kids no [ __ ] it'd be nice if the AI Bots could well yeah
38. 5:36um have have I tried running my software through a quantum computer I uh I don't have saw well I have my company has
39. 5:42software it's a company called storybine we have an automated video platform that I'm adding AI to but we don't do
40. 5:48anything computationally that would require a quantum computer uh I I have not invented any of this machine
41. 5:55learning AI crap I'm just a user of it I'm just a fan and a user quantum computers I think when they when they when they get out of
42. 6:04the research phase they're very much in research phase right now when they get out of that phase I have a
43. 6:09feeling that they're gonna they're gonna help with the training of of these Bots and things so hang on my machine my computer's going
44. 6:17to sleep I don't have it plugged in hold please chat GPT wrote me song lyrics today cool were they good that's awesome
45. 6:26um what's my background in AI um I started [ __ ] around with it in about a year ago I was in an nft
46. 6:33project called pixelmind that is uh it's kind of a really cool art project where you can do generative images and mint nfts out of them
47. 6:43um I was doing that for about six months and then um I just started hearing some noise I started playing around with open ai's
48. 6:49playground and gpt3 and started hearing about mid journey and after nine failed attempts finally got stable diffusion up and running on
49. 7:00Google collab and I haven't done anything resembling coding in decades so it was just an abject nightmare but I
50. 7:09finally got it working and I and I uh you know the installed dream booth and that let me you know upload pictures of myself and
51. 7:19that that led to this project hang on I don't have it running here photos picture oh damn it
52. 7:35let's see Kyle Shannon Dre I there you go a bunch of images that I created with dream booth and then I started this Instagram Channel called
53. 7:47Kyle Shannon dreams where I wrote little stories of these guys so that's kind of how it started and then while I was in the middle of
54. 7:53that project um I um Chet GPT came out and you know I did all the sort of normal parlor tricks you do with chat gbt like
55. 8:07you know write me an Eminem rap that explains quantum physics then I think that was the first one I did and I keep
56. 8:12I keep saying that one but it you know it just did it and you're like holy [ __ ] and uh and then the the real Epiphany
57. 8:19with chat EBT and the and the real realization the thing that sort of ran me down the rabbit hole was I was
58. 8:25sitting with my wife one night and I just started messing around and had chat EBT write me some python code which I
59. 8:31don't know Python and then I had to teach me how to run the python code and then I had it debug or you know fix the
60. 8:37errors for me in the python code and within 90 minutes I'd written um a fairly sophisticated python application that asks you a few
61. 8:46questions about a topic and then generated five pieces of social media content for you using openai's API
62. 8:51within like 90 minutes still haven't written a line of python in my life and that changed everything and it just
63. 8:58you know it's been a it's been a I've been a manic um insufferable piece of AI trash ever since so that's my background uh where
64. 9:08I'm where I'm from I grew up in Pennsylvania went to Penn State um got my acting degree from Penn State and
65. 9:13then moved to New York City out of school and lived there until um 2002 the the agency I the digital agency I started in 95 I sold in 2002
66. 9:24then we moved north of the city and now I'm out in Denver um so if you have questions about AI um pop them into the chat and I will do
67. 9:35my best to answer them and AI will eventually destroy us if nanotechnology doesn't do it first I don't know that nanotechnology I I
68. 9:44assume you mean RM our mRNA stuff but um yeah I mean it's easy enough to take the the robots will kill us view I mean
69. 9:56Hollywood's trained as well I I think it's I honestly think it's well I think that's the I think it's an easy place to go
70. 10:06um where I'm trying to go is what if this technology actually did good for us and the more I learn about it the more I realized that
71. 10:15these are tools that we get the chance to use and you can do really amazing things with them and and I've found that
72. 10:21um I operate in a completely different creative plane um an empathy plane when I'm when I'm using these tools because what the AI
73. 10:30tools do is they they make the shitty repetitive low-level work the treasury work of like everything you do they like
74. 10:40do that automatically in three seconds and it kind of lets you live at a a higher plane and the other thing so here's an
75. 10:51interesting thing I think one of the real possibilities here is that AI is going to allow us to reconnect as humans
76. 10:56I think we are so polarized in this country we're so far from that right now social media has [ __ ] destroyed the social fabric
77. 11:05um so so here here's a kind of cool thing that happened I was I was on a panel for a group of um like like Foundation people non-profit
78. 11:17people right and I was explaining what cheept was and how it worked and and you know just kind of waxing poetic about
79. 11:22this stuff and this one woman goes well wait a minute so if these tools can do that wouldn't it mean that someone writing their Grant
80. 11:29proposal could write a grant proposal much more quickly I'm like yeah and then she goes and then by extension couldn't
81. 11:36the people reading the grant proposals read them and process them much more quickly I said yeah and then I said and what's left and she
82. 11:45goes well talking to the people and I'm like yes right and so so you can imagine a world where all of the complex
83. 11:53low-level [ __ ] stuff gets handled and then we can connect like I could see um actual customer service coming back
84. 12:02as as a as a competitive Advantage for companies because all the low-level customer service stuff lives down here
85. 12:09and if you actually have a problem where you really need to talk to someone maybe instead of them you know doing all the
86. 12:16form entry on the complex [ __ ] now that gets done automatically and those people can be freed up so rather than
87. 12:21those people losing their jobs maybe they get up trained to be good customer service people so anyway you can go to
88. 12:29the dark place this channel I'm trying to stay in the light Place how do I show the little five screen image in the
89. 12:36corner this this little the chat.openai.com when you go live there's an option for dual cameras and so the back camera of
90. 12:46the phone is looking at my laptop so I have my laptop sitting on two shoe boxes here I'll show you so so there's my laptop sitting on two
91. 12:56shoe boxes um and I'm sitting in front of that thing so it's just two cameras live at the same time that's what's going on um
92. 13:09any experience oh damn it this Tick Tock thing any experience with rocm no I need to choose a Linux distro and for a rig with
93. 13:20AMD gpus way above my pay grade way above my knowledge grade I am more a product guy than an engineer by far and I also have ADHD so I
94. 13:32Engineer it being an engineer being a software engineer I feel like what software Engineers do is a miracle
95. 13:39because my brain just cannot handle that level of of sameness and consistency and attention to detail over time
96. 13:49um have I worked on physics using AI not other than saying explain to me how quantum physics Works in an m m rap if
97. 13:57that qualifies as working in physics then yes I have um it changed my life as well now I'm coding and I'm a PA native cool hey PA
98. 14:04native I grew up in York Pennsylvania the home of York barbell your Peppermint Patty Caterpillar tractors BorgWarner tanks
99. 14:14huh a lot of the big tanks that blow [ __ ] up that came from York PA um oh I'm also an idiot I'll tell you that um
100. 14:27let's see it allows you to translate your mind to a presentation yeah so so that's it's a good point there's if you want there's a cool
101. 14:36um piece of technology out there called Tome t-o-m-e dot AI I think it's dot AI all these companies these days no it's
102. 14:49not oh God damn it sorry hold please tome tome.app tome.app see I grew up in a time when um where's tim.app why is it not working
103. 15:06hold please uh looks like my internet might be down can you still hear me tap the screen if I'm still live oh no
104. 15:14here it comes okay it's just slow um so tome.com is can I create a new one if I say create um a presentation idea like
105. 15:28um a business about walking dogs um on roller skates
106. 15:45and then I hit return and it will start writing that presentation so so wait let's go back to the the title I guess the uh the value
107. 15:55proposition of this business oh wait I can't go to it till it writes it but it's basically it's writing a presentation right now and it's
108. 16:04um generating images so it says roll so the business will be called rolling with the pack which is actually pretty good
109. 16:13the business of dog walking on roller skates and then it gives me a little outline sorry about the focus these phones suck
110. 16:22um introduction benefits of walking dogs on roller skates challenges flying talks unrelated skates equipment needed
111. 16:30marketing strategies conclusion and then it gives you you know it writes you a presentation and it picked a cool
112. 16:36cartoon style and made the images so it actually got it right that the guys on the roller skate not the dogs that's good
113. 16:44and uh yeah so so you know this is just one tool and it's you know is this actually practical it's not far from it it really isn't far
114. 16:56from it I mean this stuff's pretty remarkable and what I find with with chatgpt by the way the reason I have this up on screen
115. 17:06um this sort of weird picture of me with chat.openai.com on it is that um that's the URL for chat GPT if you're new to AI if you um
116. 17:20are trying to figure out where to start start there start with chat GPT understand what it does you just ask it [ __ ] and it tells
117. 17:27you [ __ ] um but it does it in incredibly remarkable ways and into this person's comment um who's the engineering uh
118. 17:37indigenously a little cool name engineering indigenously you know said you know you have an idea you've got
119. 17:45this thing in your mind and what this generative AI stuff does is very very quickly um gets that Vapor of an idea and
120. 17:53realizes it into something tangible um so that Tome thing that I just showed you that tone presentation tool um
121. 18:01is is just kind of miraculous and that's like a version 1.0 like all this software is really janky and raw and
122. 18:07weird right now but you know imagine it in a year when it's actually sophisticated and you can pick from you
123. 18:13know seven different story Frameworks and you know I'm I want to pitch this business to VCS versus I want to pitch
124. 18:20this business to prospective customers and it it'll create completely different things and it'll learn your writing
125. 18:26style and and and just do it so I'm so nice to my AI so I find that as well if you haven't played with this stuff
126. 18:35um chatgpt has been programmed in such a way that it's it's pretty nice to you it wants to give you what you want and it's
127. 18:41very polite and and prosie it says Pros a lot you know and um I find myself thanking it and saying please and like when it does something
128. 18:52I'm like perfect now let's try to make it better like this um and it's not so much that I'm Anthony anthropomorphizing it it's that
129. 19:04it just seems to work better when you interact with it when you give it more context so here here's something that I
130. 19:10feel and this is a big change that I've had to I've had to kind of learn through um Google for however long it's been Google 15 20 years
131. 19:21has trained us like so when you first started to use Google you had to use Boolean logic you had to put parentheses
132. 19:27around things and you had to do pluses and minuses and I think it still understands all that but but they kind of trained us over the
133. 19:34past 15 or 20 years to write in this really cryptic kind of non-english kind of way it's English words well or
134. 19:41whatever your language is but but but it's not kind of sentences right it's more like you know what are the bare
135. 19:48minimum words I need to put in here so that Google can give me things that are relevant and what happens with Chachi BT is
136. 19:55it can do stuff with sparse words but it tends to give you sparse generic answers and when you give it more context and
137. 20:03you give it more color it tends to answer like that so it kind of interacts with you as you interact with it and the
138. 20:11harder you push it and the the I was going to say the more you respect it but you know in some sense that the more you
139. 20:17treat it like you were talking to someone with respect it does really good if students are using it then teachers
140. 20:23should be using it too absolutely T well teachers you know could be using it to you know grade the papers that catch EBT
141. 20:30has written on the student's behalf um but but I think that what the what the teachers and professors in higher ed
142. 20:36should be doing is absolutely incorporating it into the classroom and and shifting to um more critical thinking more
143. 20:44engagement right not teaching um to standardized tests not um teaching to um dump information um to to verify if that information was
144. 20:57memorized right um because we now live in a knowledge on demand world what chat GPT is what these large language models are is knowledge
145. 21:06on demand if you want it to read the tax code and do your taxes for you it can do that right so you don't need to go to
146. 21:14accounting school to do that um so so the implications for Education are are profound profound profound uh and
147. 21:25and you know all of this kind of I consider it short-term stuff like we're gonna we're gonna you know run all these
148. 21:30papers through tests to see if they were written by Chach EBT well when chatgpt and large language models are ubiquitous
149. 21:37and they're in all of The Office Products all of the Google products all the note taking products all the
150. 21:42screenwriting software products all the all the writing products um how will you know like like when you use chat GPT you you don't
151. 21:55you don't just give it a query and it gives you an answer and you copy and paste that [ __ ] and publish it you go
152. 22:01back and forth with it you're like hey I have an idea for a thing can you write me an outline of that thing and it'll
153. 22:06give you an outline and you're like no that sucked can you make the outline suck less by putting in more details in
154. 22:13this you know about this topic and then it'll get better and you're like oh that's good and then you take one of the
155. 22:18little sections and you kind of blow that out and outline that and then you write some stuff and then you put those
156. 22:23things together like you know you go back and forth with it just like you were going back and forth with a with an editor or a writer
157. 22:31um so so you know I think it's going to be very very short-lived that we think of these things like somehow separate from the
158. 22:38work we do it's just going to be rolled into all the work we do um I wrote I wrote a full Grant request
159. 22:45using chat GPT in 30 minutes there you go 30 minutes do you know how long writing grants takes it's a freaking nightmare I can't do it
160. 22:57like I could not even begin to consider like I couldn't even learn how to write a grant proposal much less write one
161. 23:04and this person wrote One in 30 minutes I mean this is it I don't know it's miraculous stuff uh anyway
162. 23:13what should I say here if you're new to AI um go to the URL right there I'm not affiliated with that in any way that's
163. 23:20just the official chat GPT website a lot of people like go to the app store or go to Google Play and search for chat EVT
164. 23:27all those apps are just rip-offs trying to get your money from you just go there and it's free and it's remarkable if you
165. 23:34haven't used it just well you hear me ramble with gas apparently uh um just start playing with it and you'll see
166. 23:43you'll see seriously tell it to write your poem tell it to write your song describe your significant other and tell
167. 23:50it to write something for them watch and then go really I wonder if it could do and the answer is yes now here's the thing to know
168. 24:01about chat EVT if you're new um it hallucinates uh I heard chechi PT described once as mansplaining as a service which is the
169. 24:11best description of chat GPT I've ever heard it will confidently answer you even if it's wrong uh so if you need
170. 24:18accuracy make sure you check your uh check your answers uh the other thing is if uh if you want to use gpt4 you can
171. 24:28use Bing bing.com bing.com is Microsoft's search engine it now has chat in it that chat is based on gpt4
172. 24:36and it's also connected to the internet so it will give you citations so if you need something that's a bit more
173. 24:43um predictable and accurate use Bing and there's three different settings there's less create like more accurate sort of
174. 24:51mid creative and then High creative or something like that there's three different levels that you can set it at
175. 24:57we need to reboot Star Trek TNG and watch the episodes yeah I well all of the uh all of the uh the Sci-Fi stuff I
176. 25:08just I mean holy crap it's like all coming true time travel's not but and the uh the beam zapper thing is not but all the other stuff is
177. 25:17um if you have questions for me about um AI put them in there um if you think this is interesting if you know people that are interested in
178. 25:28AI feel free to share this live get get the word out um you can subscribe did I say that I don't know I'm old thanks for the rose
179. 25:37um let me see what other questions we got here uh uh that's interesting I'll come back to that one
180. 25:57so sorry I so if you've watched my lives before you know this is a problem of mine where when I'm scrolling on the
181. 26:04comments it'll jump me to the bottom and I'm trying to scroll back up to where I was so I don't miss anyone but then I
182. 26:10just sing stupid songs all right I'm not gonna go all the way back up all right oh no I got to the Star Trek one cool okay so what's the
183. 26:19next one it looks if it looks stupid and it works it's not stupid cool um love it Pittsburgh girl here hey
184. 26:28Pittsburgh it's happening I'm a nice guy and a good presenter thank you appreciate that Namaste Namaste to you
185. 26:36I build templates for excel in word but not since November I assume meaning because um Chachi vt's doing that [ __ ] for you yeah
186. 26:45actually if you haven't played with it's gonna It's Gonna Roll into it natively soon but there's a there's a plug-in I
187. 26:51think it's called GPT for Excel or or something like or for GPT for Sheets and you install chat GPT into the cells of an Excel
188. 27:01spreadsheet and it's insane what you can do you can you can put one word in one cell and then have it generate 20 words
189. 27:09in this column and then for each of those words generate you know an outline and then for each of those outlines
190. 27:16generate a YouTube script and I mean it's just insane there's also a thing came out um four days ago it didn't come out
191. 27:27um some people have access to it I don't because open AI hates me they don't but I'm I'm cranky they came out with a
192. 27:36thing called code interpreter so when you go to chatgpt openai.com when you go here there's a little pull
193. 27:48down menu and and there's like oh they got rid of the uh they got rid of the old GPT 3.5 so I've got I do have access to plugins because
194. 27:58I'm special and then there's gpt4 and then there's GPT 3.5 well there's this gonna be this new thing called code interpreter
195. 28:07and what code interpreter does is it puts a little up upload button next to where you type in the stuff and you can
196. 28:14upload up to a hundred megabyte data file like an Excel file and code interpreter will just interpret
197. 28:23all the [ __ ] that's in that Excel file and then you can start talking to it like it's a full-fledged data analyst
198. 28:31like you can ask it questions like what's interesting about this data and it will tell you it will have read all
199. 28:37the data it doesn't matter if the data is janky and uncleaned up it will clean it up um and then you can start asking it
200. 28:45things like well give make me a chart you know like a out of whatever scatter chart comparing these two Trends in the data
201. 28:53and it will write the python code to generate the chart generate it and then hand it back to you I mean it's it's just we uh yeah we're just
202. 29:04this is we're living in in miraculous times have I heard of human Hugh Humana dot AI I I assume you mean that
203. 29:13because you've got hu dot m-a dot n e a i humata dot AI lets you upload a PDF and do something with it I don't know what
204. 29:24humane.ai is is this going to be a mistake for me to type this in h I'm sure it is I'm sure I'm about to install
205. 29:33some ransomware [ __ ] let's see um Emmy no Huma Huma I'm gonna do it watch I'm gonna get you'll send you'll send
206. 29:47Health right yeah nah it didn't go there okay good um I don't know what you're talking about but humada.ai is pretty interesting
207. 29:58oh no when I scroll you I must stop oh I was here over an hour the other night you know the like the last two
208. 30:07lives that I've done it's been like three hours what am I [ __ ] doing with my wife I'm sorry I'm sorry you stopped
209. 30:15again you shouldn't stay here you should go you should go it doesn't get better than this is it this is it it doesn't
210. 30:22get better than this okay I I'm like I used it at work today it was wicked close to the shut my man hey thank you
211. 30:31thank you for the glasses that was lovely thank you for the rose Namaste um used it at work today it was wicked
212. 30:37close to the shut my manager oh the [ __ ] my manager preaches I think he's a bot yeah yeah I know um
213. 30:47I just got a text someone named Zachary is conducting a survey how exciting is that oh that's the other thing have you noticed
214. 30:56um thanks to chat GPT how to make millions with chat gbg um have you noticed that spam emails suck less now and you actually have to
215. 31:05read them to figure out that they're spam that kind of sucks so so it's not gonna be all good um I picked up some more domains cool um
216. 31:17GPT dev.me nice AI Dev dot expert GPT dev.tech what do you think nice I like it I think domains are good I mean we're
217. 31:27in this world weird sort of thing where um there are so many different sub domains now that it's really hard to remember like all of the AI
218. 31:38companies are DOT AI dot IO dot business dot like just all that stuff and it's it's it's frustrating but it's also good
219. 31:49like it's good to have you know good solid domain so I think it's good garbage in garbage out absolutely if you
220. 31:56give chat apt crappy prompts it it um it obliges and gives you crappy content which is funny you know you know chat
221. 32:04EBT is one of those things where it's really easy to um to create Sensational [ __ ] like the dude from The New York Times that got you know
222. 32:15Bing to tell him it loved him and to leave his wife um you know it's relatively easy to do that [ __ ] it's also relatively easy to have
223. 32:24it give you a shitty answer or an inaccurate answer and go see it doesn't work so I would if I were you
224. 32:32not that you're asking my opinion but you did stop um I would avoid the um dismissive and cynical view of AI
225. 32:41because this shit's coming fast it's very very powerful it's really exciting when you get into it but if you sit on
226. 32:47the outside of it it's really easy to find evidence that it sucks or that it's evil or whatever and it's very easy to
227. 32:55just ignore it I would strongly encourage you not to ignore it like I don't mind people that have an opinion
228. 33:01AI that actually use it but almost everyone I know that's got a really strong opinion on AI especially the
229. 33:07negative stuff one they don't understand how it works and two they don't use it so have a strong opinion but do it from
230. 33:13a place of of knowledge I love my AI but I don't love my AI yeah I know I think I think we'll get there I
231. 33:22mean I think I think these things are gonna get I think they're gonna get much more personal um I I have a sneaking suspicion that
232. 33:30apple is going to um they're gonna be really good at the personal agent game so so you know like Apple's got the the dumb little emojis
233. 33:40memojis or whatever they're called I mean imagine those memojis where you can have one that kind of looks like you and
234. 33:46it's you know it's a fun version of you and then that agent just goes and does [ __ ] for you it you know because because
235. 33:55it's Apple they've got all your data and it's very you know secure they're they're good with that and you can just say go book me flights
236. 34:02go make me reservations so imagine having an assistant that actually didn't suck and so I think they are gonna
237. 34:08actually get I don't know that we'll get to I love my AI um but I think we're gonna get pretty attached to what these things do for us
238. 34:15have I used GPT agent um before they removed internet connection I had it checking apis I haven't used GPT agent I've used agent
239. 34:24agent GPT which I assume that's what you're talking about which so if you don't know what that is there's this new thing called autonomous
240. 34:31agents um which are you string a series of tools together programmatically and then you basically just give it a goal so you
241. 34:40just say go find the annual revenue and the marketing tag lines for my top 10 competitors and it will write its own
242. 34:49prompts it will write itself a task list using chat GPT and then it will go use tools like go search Google go search
243. 34:57Bloomberg for Revenue numbers bring those answers back and then it'll give it a new set of tasks and and it'll just do [ __ ] for you
244. 35:06so agent GPT and that's at let me see agent gpt.com I think it is is it.com it's probably not nope God damn it agent
245. 35:21agent GPT no agent G and GPT oh that's right so it's agent GPT dot
246. 35:37reworked without the Ed so it's just rework D reworked dot AI and this a web-based version of Auto GPT so you
247. 35:48just sort of give it a name here here I'll show it to you so this is storybine um agent that's my company storyline um find me tag lines of
248. 36:03top 10 storybine competitors um these things are really really new and they're really really janky but anyway it says thinking added task
249. 36:18search for the top 10 competitors added tasks compile a list of taglines added tasks confirm that the taglines are
250. 36:24recent and up to date so it's giving itself the actual things to do and so now it's off doing one of them or it's
251. 36:34hung this this thing hangs a lot in Auto GPT hangs a lot but kind of look past whether or not it works right now but
252. 36:41this concept is really really fascinating and and I think quite powerful oh look what did it do it did something hold please
253. 36:50it's exciting it actually did something okay um we have a list of competitors import necessary libraries Define search
254. 37:02so so it's created some some code to to generate some searches and then and I don't know what else it's doing
255. 37:17has it done more things oh it did more things um oh it's actually writing code to give me some sort of output anyway we'll come
256. 37:26back to this we'll see if it I'll just let it keep running it's just off doing its thing like that's that's the thing
257. 37:31about these things is they just kind of go off and do their thing um if you it looks like we don't have many new people here but but if you
258. 37:37haven't tried chat GPT that URL in the little box right here is uh Chachi PT's official thing I'm not affiliated with
259. 37:46it it's just that's where I think you should start if you're trying to figure this [ __ ] out um you need to be on hard fork okay
260. 37:52what's hard Fork let's go find out did this do anything do I have my list of competitors yet no it's still writing codes writing python code
261. 38:04showing python code for beautiful soup that's so cool all right uh wait tea what is it hard Fork hard Fork
262. 38:15well it's hard for card for the New York Times you mean the New York Times thing Investopedia hard Fork what is a
263. 38:23blockchain and what happens well I don't know what it is but tell me what it is I'll check I'll check it out if I can figure it out
264. 38:31um I wrote I wrote lesson plans in chat GPT and it was great yeah good go teachers teachers that are um embracing this stuff I'm all for it
265. 38:40I'm all for it share this live if you uh think people might uh be interested in AI I'm here to answer questions people
266. 38:48should be mono should be monetizing AI before it's a paid service it's not going to be a paid service well I mean
267. 38:53they're going to be lots of paid Services um but the the horse um hath been let out of doth Barn um chat GPT kind of blew the entire
268. 39:06industry wide open so so what happened was um Google invented this [ __ ] Google invented the transformer in 2017 which
269. 39:15is which is which was the sort of key first it was neural networks and and some of the machine line learning things
270. 39:22we're kind of the first breakthrough and then 2017 there's this paper called the tension is all you need written by Google
271. 39:30they invent this thing called the Transformer that's the thing that's the foundation of everything we're using
272. 39:36today Chachi PT barred all of it the image generation things the music generation things it's all because of the Transformer
273. 39:44um so they invent this thing and I think they this is my instinct like um this is all speculation I assume they realized what they had on
274. 39:52their hands was so powerful that it would completely obliterate their business model because why would you search for something and and sift
275. 40:00through 40 different responses when you could just get an answer right so if I were Google sitting there with 92
276. 40:06percent market share and I invented a thing that made search irrelevant I put it in the top left desk drawer too
277. 40:15so they did and but they they released this Transformer thing and then you know the AI Community machine Learning
278. 40:22Community kind of adopted it and mid-journey was born and stable diffusion was born and gpt1 gpt2 gpt3 were born
279. 40:29and then Microsoft said hey this GPT thing is really interesting maybe we should invest a few pennies in this in their first pile of pennies
280. 40:39um was it was a billion dollars and so about a month before the they were going to make the announcement they that they
281. 40:46invested a billion dollars in open AI Sam Altman the CEO of openai said hey um engineering team build chat gbt and you
282. 40:54got two weeks to do it so they built Chachi PT in two weeks now here's here's a funny this is a funny little piece of trivia
283. 41:03um in the documentation for gpt3 are the instructions for how to build chat gbt and they were out for the world for
284. 41:14a year and three months some long amount of time Sam Altman assumed that someone would have built chat CPT they didn't
285. 41:21they didn't really want to build it but no one built it so he said you have two weeks to build it so they basically
286. 41:26just you know built chat CPT and launched it and in six weeks it went to a hundred million users to put that in
287. 41:34perspective the World Wide Web took eight years to get to 100 million users when when it first came out hundred
288. 41:40eight years to get to 100 million six weeks for cheche EBT so because it exploded under the scene so dramatically
289. 41:47it forced everyone Out of the Shadows Google um AWS now has one meta like all the meta stuff they're now open sourcing all
290. 41:56that stuff everyone's like we've got AI too um so so because of that there is now a bunch of Open Source so
291. 42:06completely open unrestricted large language models out there so even if open AI fails as a business even if
292. 42:15Google doesn't give us access to all these tools or charges for them which they're not going to because
293. 42:23they don't need to they've they've got all these other revenue streams right they can they can incorporate these
294. 42:29things into into their other business um so so there's going to be things you can pay for but you're going to have plenty
295. 42:35of access to these large language models for free um I think where this very very quickly goes is these will be installed on your
296. 42:43phone I think they may even be burnt into chips that are installed on devices so imagine a device that you carry with
297. 42:49you out on a hike where you've got no self-service no internet no nothing and you've got you know all of the knowledge
298. 42:56of humanity at your fingertips like probably within a year you know it's not too profound except all of the knowledge of humanity at your
299. 43:08fingertips like like what the internet is right now is kind of all of the information of humanity at your fingertips but you have
300. 43:16to do the knowledge piece now you don't it just does that for you it's remarkable students copy and paste
301. 43:24that [ __ ] well some do but teachers good teachers don't let them do that because they bring chat GPT right into the
302. 43:32classroom and increase the use of critical thinking and engagement you know like teaching I'm an instruction
303. 43:40designer in higher ed helping faculty start implementing into into assessments that's super cool I use AI for music it's an exciting time
304. 43:49for Independent Artists I totally agree and again I think you know there's going to be lots and lots of
305. 43:55horrible [ __ ] that's just generated really quickly and put out there but everyone that I know that that's a
306. 44:01serious artist in any way in any discipline they're using these tools iteratively they're using it as like a
307. 44:07brainstorming tool and then they'll go do their thing on it for a while and then they get stuck and they're like hey
308. 44:12let me take this stuck piece let me put it back in the tool and generate some new ideas oh that's good and then they
309. 44:16go back so it's this back and forth thing so yeah and like I also feel like like with the if you're a musician if you're
310. 44:24really good at the music thing but maybe you're not a great at video well now you're going to be able to be great at
311. 44:28video and you're going to be able to be great at writing and all the other disciplines that are required to take a
312. 44:34piece of music and put it out in the world you could do that you know on a weekend by yourself or with a bud
313. 44:43um without having to spend 10 years getting good enough at animation to make an animated music video like that's the
314. 44:50thing that's just friggin exciting to me gamma gamma dot app is a good one okay I'll fall for it sorry you've been infected with ransomware
315. 45:05what is this this is a gamma.app oh no this is gamma.netherlands I'm like this is this isn't even in English um gamma dot app
316. 45:23new medium for presenting ideas oh this is a deck builder oh cool all right I'll play with this one yeah I
317. 45:30only know Tim I'll check gamma out so so someone earlier on was talking about you can just have kind of a vapor of an idea
318. 45:37and then you have a presentation these these tools are amazing um you just give it a vapor of an idea and it writes it writes you a
319. 45:43presentation complete with images um it says sign up is unavailable for what for for chat GPT is that true
320. 45:57um let me know if that's true because I won't keep pointing people there so if chat EPT sign up is unavailable go to
321. 46:04poe.com poe.com or go to bing.com bing.com the chat button um the chat functionality at bing.com is gpt4 connected to the internet so it's a
322. 46:16little neutered because of some issues they had um but but you can go use that but I I am still a strong firm believer that
323. 46:25chat gbt for now is is better Google just had their um Google I O live stream today um so their developers conference they
324. 46:36announced a lot of stuff like they've got um this thing called palm2 which is basically the foundational model that's the competitor to gpt4
325. 46:47um they're gonna have ai in everything um you know I I don't have a ton of faith in Google but I wouldn't count them out at all they
326. 46:57invented this [ __ ] so I I do have a feeling they've got a lot of stuff sitting in the desk drawers they can
327. 47:02just sort of whip out polish up and put out in the world and and really compete with with open AI um they wrote me a contract for a
328. 47:12wedding band proposal brilliant yeah doing stuff like that like like it's just like like writing it writing a a
329. 47:19you know an engagement contract like that um or or reading them like read this legal document or or even just like a
330. 47:27copy and paste the Clauses and say rewrite this legal clause you know as if I was a seventh grader that doesn't understand a lot you know
331. 47:35like like Use Jelly Bean metaphors and it will rewrite a legal contract and explain it with jelly beans it's it's
332. 47:43remarkable someone enjoyed mansplaining as a service thank you it's I didn't come up with it but God damn it it's it is very accurate
333. 47:51for what what chat GPT is um I saw a thing about Jeffrey Hinton there I'll get back to that have I told you I'm a singer because I'm
334. 48:06not um new here appreciate the thoughts well done enjoying your life thank you Tomo I appreciate that Namaste thank you for the rose um
335. 48:20I'm trying I'm sorry I'm going back I'm trying to find my my I'm trying I'm trying to find my way people I'm trying
336. 48:27to find my way and I'm thirsty oh we're supposed to get we have tonight um tornado and and hail possibilities so my
337. 48:41car right now is covered in moving blankets with big rocks on it and I've got it all tied on with twine I probably
338. 48:47look like an insane person because I'm an insane person uh uh oh I went too far back now all right sign up unavailable this is
339. 48:57kind of where we were I used it to write emails to customers it's fabulous yeah it's great for emails um especially oh
340. 49:03here's a good thing to do with chat GPT it's particularly powerful if you give it examples so you can say based on this email
341. 49:13um write an email to a customer talking about XYZ and follow the tone and form of that upper email and it will do that [ __ ] brilliantly
342. 49:24brilliantly oh the other thing to do with it is if it gives you a shitty answer if it's like if you're like no
343. 49:30that's not even close tell it that um and it will get better at you know um it'll just give you better [ __ ] better stuff
344. 49:40new here appreciate your thoughts well done okay you not old only 57 uh I am 58 I turned 58 on Sunday
345. 49:49was my birthday and now I'm now I'm old how close are we to AI nurse spots we're probably pretty close so um
346. 50:00the the uh they they just did I don't know if it was MIT that did it someone someone did a study um where they had patients interact with
347. 50:10um real doctors and Chachi PT doctors and patience they enjoyed those chat GPT doctors by a lot um they said they were more competent
348. 50:20and they were more empathetic and and what's what's interesting about the empathetic side partially is because of
349. 50:26how Chachi BT was programmed um but but it because it gives you kind of verbose kind of answers um when you're doing something in that
350. 50:36kind of context it actually treats you with empathy what I've found is is that when you ask Chachi BT to weigh in on um
351. 50:45like um like polarizing issues like like anything that if you set it in a room full of people you kind of wince because
352. 50:51you know the the sort of one or the both sides are screaming at you Chachi PT actually tends to give you very nuanced
353. 50:58answers when you ask it stuff like that which I think is quite brilliant so so I think it's going to be incredible at
354. 51:04nursing I think it's going to be incredible at it um well short-term talking nursing um longer term when we have Bots that
355. 51:13can actually do things it'll probably be pretty good at that as well don't be a superstar work people will notice yeah
356. 51:19that's unfortunately sad if you work in a place where so so this is probably why I'm effectively unhireable as a human
357. 51:26being because like when I get in there I just want to like do good [ __ ] and there are some cultures where if you do good
358. 51:32[ __ ] you get your head chopped off and so if you're in that kind of environment I'm sorry I would leave it but
359. 51:39you know I have a degree in acting so don't follow me for career advice I you know I I'm truly unhirable at this
360. 51:46point I just keep starting my own company so I you know I can't work for anyone how do you use chat GPT for video well
361. 51:53so so I use it so my company's called storyvine and we have we have an automated video platform one of the things we do is we write
362. 52:01um these things called video guides which is a series of prompts the way our app works is it and you can you can go
363. 52:08try it if you want it's free um but but it's it's a B2B app so it's not a consumer app but it's um it guides an end user step by step
364. 52:17through telling a story so so it's think of it like karaoke for storytelling so it literally says you know put your head
365. 52:22in the dotted outline take a picture introduce yourself talk about what it felt like when you were diagnosed with
366. 52:28whatever that horrible disease was um so a lot of what we do is we write those prompts so one way that I've used Chach EBT is I created a um
367. 52:38a Google form that we ask our clients some questions about the story that they want told and then we submit that and it
368. 52:46automatically writes a set of storyline formatted prompts for three different lengths of video and it does it it does
369. 52:55it in 30 seconds and it's cut it's cut days out of the creative process I mean that's it's remarkable I'm also using
370. 53:03um open ai's whisper to do transcriptions for all of the videos in our system um I've now built a Content generator where
371. 53:12I take those transcripts okay
372. 53:27mm-hmm all right I'm back are you as excited as I am huh tap that screen that you don't have to
373. 53:42yeah douchey Tick Tock people make me make me laugh okay um how would AI replace judges and juries what legal logic would it use to
374. 53:53make decisions well I don't know I mean so the legal logic it would use to make decisions is all of the law like I mean
375. 54:02it's it's kind of hard to wrap your head around what these large language models actually are the Transformer this thing that Google
376. 54:11invented made it possible to train machine learning models on massive data sets and so with open Ai and what Google have
377. 54:22done you know Google's got lots of data what opening I effectively did was they just pointed it at they they scraped the entire internet
378. 54:30the public internet so all the internet that computers can see they went and they scraped it all and then they taught
379. 54:37it that so within all of that is all the law all the laws all the cases all the laws all the laws for every state for
380. 54:48every city for every municipality for every country in every different language so it knows all of that [ __ ]
381. 54:56um so I think how an AI judge and jury would operate as you know you you would you would effectively create different
382. 55:06characters like one character would be the judge character and he would know the laws and know how to apply apply the
383. 55:14laws the jury would you know basically be given their rules you're trying to see if this is beyond a reasonable doubt
384. 55:22or whatever the rule is for the given thing and then they would take the information in they would compare it against what they know and
385. 55:31and uh I think they would be good I I uh and they would likely be more impartial I just saw a thing um I don't know if it's true because I
386. 55:44just saw it on Twitter but but apparently it's it's written up in some sort of paper that they created a a stock trading bot that
387. 55:53has like 500 returns I don't know over what time you can get big returns with Bots over short amounts of time so it's probably [ __ ] but
388. 56:03even the most Ardent stock Trader still makes decisions with emotion what you can do with something like chat
389. 56:12GPT is it can actually just follow the rules you give it right so it will only make the trades when you tell it what its stop losses
390. 56:22are and when to make the trade it will only make it then it won't have that gut feeling about I should go now
391. 56:29um and I think the same thing would happen with judges and juries so be really interesting to see code interpreter is amazing you got to
392. 56:36play with it what's your name Poo's pop well I hate you I haven't got to play with it yet it makes me sad and cranky how can I
393. 56:45find someone to set up Auto GPT for me where do I look who do I look for I don't know any I mean anyone who knows
394. 56:53how to use kind of GitHub and hugging face and I mean anyone with sort of basic coding skills or you can do what I did
395. 57:03um what did I want to install so I wanted to install um there's a new open source model called Mosaic ML and then the model is MPT 7B
396. 57:20um and they've got one of their models is called story writer and it has a 65 000 token context which means
397. 57:30you can put 48 000 words in in the chat window [Music] um so you could paste an entire novel The the example that they use is Someone
398. 57:40pasted the entire text of The Great Gatsby and then the prompt was write an epilogue and it did um so I was trying to install that so
399. 57:48what I did was I went to hugging face where the documentation was I pulled the documentation of the described how to
400. 57:56install it I pasted that into chat GPT I Said So based on this documentation paste um write me step-by-step instructions
401. 58:06for how to get this model up and running on Google collab and before you go on to the next step wait until I say okay
402. 58:18and I did that and then it gave me the first step and it's basically walking me through it and I'm about three quarters
403. 58:25of the way through the install right now and it's working so if you if you have a little bit of geekiness
404. 58:31um you can have chat GPT teach you to do it if if you're curious and and willing to go through the little bit of a pain
405. 58:37in the ass to do it it's not that big a deal it writes the code for you and then you just kind of follow its
406. 58:42instructions and if it says like you know install this that or the other and you don't understand what this that or
407. 58:48the other is you go explain what that means and it'll break that down into further steps and then when you get all
408. 58:54that you say okay and it moves on to the next step it's pretty pretty remarkable um this channel is going to blow up oh
409. 59:01thank you I appreciate that yeah share away um or were you talking about me maybe I don't know okay let's see more questions
410. 59:12more questions just got the number one gifter badge someone did Namaste keeps giving me roses appreciate
411. 59:18that you should do a podcast well this is kind of my podcast I have I I had a podcast I did I did a podcast for
412. 59:25about a year called you should have been there where I talked about my early days in the web and we we interviewed a bunch
413. 59:31of the early players from the like the mid 90s the early internet big boys um and and that was really fun but it's
414. 59:39a lot of work here's my problem with doing a podcast I have ADHD so when [ __ ] gets not exciting um I let it slide so I need a producer
415. 59:48if I had a producer that could really do the producing side of a podcast I you know I would love to do a podcast but
416. 59:55you know I need someone to book guests and do the thing and turn the thing into multimedia and do the social media all
417. 1:00:02that [ __ ] for me is exciting to set up but the minute I have to start doing it every day I just want to smack my face into a wall
418. 1:00:11so know your strengths this is one of the things that happens as you get older you figure out what you're shitty at and you just avoid it
419. 1:00:19so if anyone wants to be a producer drop me a DM all right good AI is Humane building I agree with that the first
420. 1:00:26hardware and software platform wait oh wait oh a good AI is Humane building the first AI hardware and software platform
421. 1:00:34okay I'll check that out um I'm staying I'm using it 10 times a day perfect awesome um ask it to write an RFP response from
422. 1:00:43a slide with three columns and different differentiate between the products yeah it's brilliant at that [ __ ] isn't it
423. 1:00:49that thing where you can oh I did this I did this uh the other day um I made a video about it on my channel where
424. 1:01:00um I'm I'm working on a proposal for a workshop for a company and we did a survey and the guy asked like I don't know 10
425. 1:01:07or 12 questions and 25 people responded and these were like long responses so like this was a lot of [ __ ] to go
426. 1:01:12through I'm like they don't want to go through that and I was like oh I don't have to so so I couldn't copy and paste
427. 1:01:19the whole thing but I could copy and paste columns and so I just copy and paste the column I dump it in there and
428. 1:01:24say you know what do people think and give me stats and give me percentages it was amazing yeah any it's amazing chat Bots aren't
429. 1:01:32evil unless they are programmed to be yes correct it's not AI they're chat Bots yeah well they're chatbots sitting
430. 1:01:39and it's not even really AI it's chatbot sitting on top of machine learning it saved me a lot of time as as an MS
431. 1:01:45teacher so I can spend more time with my students yes yes this is the promise let the machines do the shitty work so we
432. 1:01:55can reconnect as humans or we can do a higher level of output or we can do a higher level of contribution that's the
433. 1:02:01promise that's why I'm doing this channel yes spend more time with the students and less time on grading their stupid [ __ ] papers
434. 1:02:10they don't need to learn to write papers anymore I'll share something with you one of my favorite teachers one of my favorite
435. 1:02:18professors of all time it's the reason I'm a writer today and the reason I can write um a guy named Michael Connolly at Penn State
436. 1:02:27he was teaching us Theater history and like three weeks into the class someone kind of joked that they that they didn't know how to write or
437. 1:02:39that they'd never written a paper or something like that and then he kind of said wait a minute how many people in
438. 1:02:44here have written a paper and like two people had written papers and he got pissed off and he said I'm changing the curriculum and he made
439. 1:02:52us write um a paper a week and then like a like a 10-page paper every month or something like that and and he was just like you're going to
440. 1:03:03learn to write and and he just forced it and so so I'm really glad he did that but we now have tools that that skill as
441. 1:03:14a requirement is no longer there because these tools are so good at writing um now I also happen to believe if you're a
442. 1:03:23writer you're going to be way better at using these tools than someone who's not but you know what's the skill we need in
443. 1:03:32with all these super power tools doing all this automated [ __ ] what's the skill we need critical thinking empathy
444. 1:03:42um curation refinement wisdom right so so all of the higher level stuff is the stuff that's our our higher selves
445. 1:03:53that's what's going to be the most valuable when the robots are doing all the shitty work so I like Sarah Wade Rock on
446. 1:04:01I hope you're still here um career statistician here AI is a marketing tool um uh code interpreters a status status
447. 1:04:12statistician dude or or ma'am borrow Works um check out code interpreter when it comes out because it's wild
448. 1:04:22how do I feel about AI art being used for albums books covers instead of artists um I would prefer that artists using AI do
449. 1:04:31it but I'm fine with the art being there because the the the art that the these things are creating is mind-blowingly good
450. 1:04:40um the the compensation and attribution for artists of all all creative ilk is going to change it's just going to change um so
451. 1:04:52I am not in favor of clinging onto the old model I'm not and listen I have a degree in acting I've written seven screenplays
452. 1:05:02um my wife's an artist I have most of my friends are artists so I get I get the tragedy of what's about to come and it's coming anyway uh um
453. 1:05:17anything's better than Siri good Lord I so agree God I miss Steve Jobs Apple just sucks since he died yo dog I heard you like AI it's all
454. 1:05:28right it's all right hey it's gonna be cool what about Jeffrey Hinton and Stuart Russell I don't know Stuart Russell I
455. 1:05:40probably should Jeffrey Hinton is the they call him the Godfather of AI he just quit Google so that he could talk
456. 1:05:47openly about the risks of AI without you know compromising the company he was getting paid from so I think that's a
457. 1:05:54high integrity move uh it sounds like he did it because he he recognized that um we had gotten in five years where he
458. 1:06:03thought it would take 30 to 50 years for us to get and I think it scared the [ __ ] out of him um so I don't know there's a piece of me
459. 1:06:12that thinks he might be angling for some sort of um you know cabinet position like an AI Czar kind of position like like it seems
460. 1:06:21that that would be like because I think we need one like I think I think we need someone in the government that knows
461. 1:06:25this [ __ ] and and like he's kind of the inventor of a lot of the a lot of the neural network stuff he won the the
462. 1:06:32Turing award which is kind of the equivalent of the Nobel Prize in in geek in geekland um so he's he's a wicked smart dude and
463. 1:06:41and a lot of what we're using today is thanks to him so um but I think it's important I think it's important to talk about
464. 1:06:48what the risks are how to use this stuff responsibly the fact that we have the fact that chat EPT kind of blew the
465. 1:06:56doors open and we now have all this stuff as open source models that are unrestricted is is a little terrifying
466. 1:07:03um so having smart people in places of power is is a good thing quit being such a homer sorry um oh another website to visit for made
467. 1:07:13up answers oh borrow works you sound bitter don't be bitter this is not a bitter Channel although I am a little
468. 1:07:20bitter a little cynical but I'm like fun bitter I'm like Tom Segura bitter and George Carlin bitter all right I need to find an AI that will
469. 1:07:28be able to analyze pictures know of anything well meta just released segmenter segment something check out search for meta and segment
470. 1:07:39they released a paper that and they open source this technology so this is going to start showing up in things but they basically
471. 1:07:47um open source this technology where you upload a picture and it just identifies everything in the in the picture all the
472. 1:07:53objects and they just open sourced it so I think there's a lot of tools out there a thing you can go to sorry I I ate
473. 1:08:00something that's like give me hiccups and just I'm a mess right now um go to future few futurepedia.io if if you want to find tools like
474. 1:08:18um like things that do pictures you know there's there's like a 3D category an art category avatars code assistants
475. 1:08:27copywriting so so there's all sorts of different categories here and these are just AI tools and and I mean honest to
476. 1:08:34God there are the the speed with which these tools are being released is just stupid like I stopped trying to to to
477. 1:08:42keep up with it but if you have a really specific thing you want to do you can either go find the underlying
478. 1:08:50technology and build your own thing if you're geeky or you can go find you know something that someone tossed together
479. 1:08:56over a weekend that uses that thing um a lot of the software right now is [ __ ] people through together over a
480. 1:09:03weekend because it's so easy to develop apps now because the large language models are so powerful all right when chat GPT gets internet
481. 1:09:10privileges why wouldn't we just use that well we would we're waiting for that I don't have access to the web browsing
482. 1:09:18plug-in and it pisses me off but if you do want that um just use Bing Bing is gpt4 connected to the internet bing.com Remus the wolf
483. 1:09:29created code um borrow it works I yeah it creates code if if you have not played with its code writing especially gpt4 is brilliant
484. 1:09:39code writing which jobs will become obsolete from AI I don't think any job is safe from being transformed from AI
485. 1:09:48um I think the jobs that become obsolete from AI the ones that go first are the repetitive low-level sync data entry
486. 1:10:01think just any any of the repetitive stuff but but make no mistake um from the tippy top of the knowledge
487. 1:10:10worker chain all the way down through the creative arts all the way down through everything anything that involves any kind of information
488. 1:10:18processing is going to be transformed and it's going to be transformed quickly and profoundly nothing is safe so
489. 1:10:28the the the good news is that I think the sh the shittiest most soul-crushing jobs will be will go they will just be
490. 1:10:38automated and like good riddance and thank God um but the higher level stuff like Consulting is just going to be obliterated and upended
491. 1:10:51um the creative arts um you know every creative industry is just going to be completely transformed um
492. 1:11:03how we start businesses how businesses run definition of job rules I think it all changes and and here's the here's the
493. 1:11:12deal here's here's where this this has taken me a while to get my head around and it's it's like there's
494. 1:11:18the only advice I can really offer is as you look at this AI stuff look at the [ __ ] that scares you the most and go learn about that
495. 1:11:32because if it scares you the most it means it's probably closest to who you identity what your identity is tied to
496. 1:11:41and if it feels like well [ __ ] I've been an illustrator for 30 years I don't want this to be different
497. 1:11:49it's going to be different so go learn how to do illustrations with these tools even if it's an anathema to you because
498. 1:12:01you have those skills being able to see art clearly and translate ideas into Visions you're going to be remarkable at
499. 1:12:11using these tools and like it's it's going to be a skill that serves you um I get that that might be really
500. 1:12:20depressing but it's like it's the only thing that I feel is is um it's like the only responsible thing
501. 1:12:26that I can share when it comes to that kind of the kind of um disruption that I think is coming um oh and followed by that AI will create
502. 1:12:40um exciting jobs that was actually in response to that yeah that's the other thing is there are jobs coming that we
503. 1:12:47can't even imagine right now that are going to be mind-blowingly cool like mind-blowingly cool like amazing
504. 1:12:56what are they I don't know yet because we don't know until the disruption happens we won't know what happens to productivity to product
505. 1:13:07design to any of it until it happens but then when it happens some things are going to accelerate some
506. 1:13:14things are going to quickly decelerate there's going to be vacuums made and wherever there's a vacuum made there's
507. 1:13:19going to be new jobs there and those are likely going to be really exciting jobs who are those going to go to
508. 1:13:26people that know AI Paul rates are from the marketing AI Institute says AI will not replace your job but someone who uses AI will
509. 1:13:36that's it be the person that that knows AI outdated python code I think all coding is outdated at this point I would not
510. 1:13:43want to be in my senior year senior year of computer science just having you know spent four years learning a single
511. 1:13:50language or even two or three although Engineers are going to be fine for for a good long time there's a lot of [ __ ] to build
512. 1:14:00Humane is a company that's developing wearable AI oh cool let's go look at that humane dot AI thank you by the way like for
513. 1:14:12like sharing new stuff with me um because it's like it's impossible to keep up Humane Ai No that's not right so Humane AI oops a u
514. 1:14:26a i um humane's new wearable demo is wild oh let's go oh yeah this stuff this is super cool okay if you haven't seen this
515. 1:14:40all right we'll see if it uh do we have to watch this whole thing 22 helping to design experiences and devices ranging from the Mac
516. 1:14:54to the iPhone and to the Apple watch and as the power of compute increased the size of our computers or our devices
517. 1:15:04we still had to be sitting today to being just millimeters away from our okay so I'll just explain it rather than watch the whole thing
518. 1:15:12because I don't know where the good stuff is in it but um so what it is this is this is super cool it's like a little badge that you wear
519. 1:15:20and then um it's got a speaker and it's got a microphone and it's got a camera of course uh and it's got a projector and so like
520. 1:15:29when your phone rings you hold up your hand and IT projects with lasers like like the answer the phone button onto your hand
521. 1:15:39so so it it you know it's like sort of full all on Computing all the time that's super cool thanks for sharing
522. 1:15:46that I forgot about I didn't know what it was called that's super cool I'll definitely go check that out hard Fork
523. 1:15:51is a great podcast okay with great guests and I'd be a great guest if you know someone at podcast at hard hard
524. 1:15:58Fork Sarah feel free to introduce me um my um in my profile I put my contact info in the uh in the link the link tree thing
525. 1:16:13um does agent GPT cost I don't think it does well no it does because so with agent gbt you have to put in your own open AI key but open ai's
526. 1:16:22um API key is incredibly cheap like my bill last month was like two dollars it's incredibly cheap unless
527. 1:16:31okay so the challenge with agent GPT and auto GPT is that because it's self-running and it's calling API some
528. 1:16:40of which cost money it can run up really huge bills really quickly so be careful with it um but but just to mess around with it
529. 1:16:47you can you can use agent GPT as long as you have an open AI API key you can use it another Kodak moment I I assume
530. 1:16:54that's in reference to something I said about someone some company having their head up their ass there's going to be so
531. 1:16:59many Kodak moments the next the next five years are gonna make the Kodak Choice uh seem quaint and the Kodak
532. 1:17:07choice if you don't know is Kodak invented the digital camera and then the person that invented the digital camera
533. 1:17:14went up into the c-suite and said hey folks I invented this digital camera and they said bah humbug we're in the silver
534. 1:17:22halide business this is all about film and processing and real photography why would we sell a toy and then they went
535. 1:17:30out of business about 10 years later so don't be Kodak in fact that's you know you know one of the one of the um
536. 1:17:42you know one of the questions about what jobs are going to be upended and it's all of them and and I I think similarly
537. 1:17:49you know what business models are going to be upended and so I I think similar to individuals looking at what an AI scares
538. 1:17:59them the most and kind of leaning into that I think businesses need to do it too I think businesses would be really
539. 1:18:04wise right now to to look at um if I were going to start a company from scratch using AI um how would I how would I build a
540. 1:18:18competitor to my current business because someone's going to do that and it's probably going to be like a 19
541. 1:18:25year old kid that you laid off because he was doing repetitive data entry work and you're like ha we don't need those
542. 1:18:31people he's going to go out for the chip on his shoulder knowing enough about your business and he's been [ __ ]
543. 1:18:37around with AI and his mom's basement for the last six months because he laid him off and he's gonna come back and destroy your company
544. 1:18:44[Laughter] there's gonna be so many of those um can you do a live or video comparing the different platforms for example chat
545. 1:18:56GPT versus Bard I'll do a video on that um I do have hang on Keynote
546. 1:19:14uh creative mornings so I give a talk to this creative mornings group and yeah this slide so I've got this slide which is um
547. 1:19:26these are the four the four kind of chat GPT things that I'm recommending right now this may change with with Bard uh
548. 1:19:36with what's it called Palm with palm 2.0 that they're claiming is kind of the gpt4 of The Bard World
549. 1:19:45um Bard may make this list but but right now um chatgpt is by far the the kind of the best of these tools so you can either go
550. 1:19:54to chat.openai.com that's chat EBT or you can go to the playground which is platform.openai.com playground that's
551. 1:20:02where developers play with the underlying models that sit underneath chat GPT um you have you have a bit more
552. 1:20:10um sort of control there like you can dial up and down this thing called temperature which is the essentially the creativity
553. 1:20:17um Bing is gpt4 and it's connected to the internet and it's now live for everyone and then po.com you can use GPT
554. 1:20:243.5 gpt4 Claude which is anthropics model Claude plus so those are the ones I'd recommend right now but I I think it's probably time to do
555. 1:20:36to do a video really comparing um really comparing these different models because I honestly I don't know it like I
556. 1:20:46like I don't know like why would I use Claude versus chat GPT or why would I use Bard versus gpt4 GPT 3.5 um
557. 1:20:58yeah that's probably good to do that's a good idea all right wow wow I'm 100 correct I don't know what I said but thank you
558. 1:21:13oh we think of questions and mediate all right good evening beautiful human good evening Carol Moore how are you
559. 1:21:22I thought the Drake AI song wasn't bad it got like 20 million streams my students thought it was really Drake
560. 1:21:29yeah so okay so if you don't know this a week or so ago some fan or you know someone you know wanting to play with some technology
561. 1:21:38created a song where they synthesized Drake's voice and the weekend their voices use AI to write the lyrics used AI to
562. 1:21:47write the music and put out a song and it got like I don't know 600 000 views on Spotify in the first 24 hours and it
563. 1:21:54was good it was kind of a banger I'm Gen X I don't know what Banger means I mean I know what Banger means but
564. 1:22:01that's probably not the right term anymore it was a song that didn't suck and so um you know it's since been pulled down
565. 1:22:08and and all sorts of stuff like that so I think there's really interesting um really interesting times ahead where fan
566. 1:22:15generated music might be as good or better than the original artist and um it might be more popular and uh shortly following that debacle
567. 1:22:30where they sort of pulled that down and everyone was like we can't have a i generated music um um what's your name uh elon's X Grimes
568. 1:22:42Grimes put out a statement that said um steal away use my likeness use my voice make all the music you want just give me 50 percent
569. 1:22:53which I thought it's just it's such a brilliant move such a brilliant move because it's gonna happen anyway
570. 1:22:59so like she she's sort of planning the flag of like you know if you do this just you know cut me cut me some of the
571. 1:23:06action and I think any fan in the world would do that and I mean imagine imagine so so here's what's going to happen I
572. 1:23:11guarantee this will happen some fans gonna do some song where she's synthesized and it's going to be so good
573. 1:23:17that she's going to be like you know what I'm going to perform that and since you made it why don't you come to the
574. 1:23:22concert and sit in the front row like that kind of shit's gonna happen right the the engagement is going to be just outrageous
575. 1:23:31thoughts on asparagus um tasty um makes the urine smell so that's the downside um I like it I well so here's the thing I
576. 1:23:47like the skinny asparagus um I don't like I don't like the fat if it's fat and mushy just don't go for the
577. 1:23:54texture but but the little skinny one and then I never know where to I never know where to cut it so that it's not
578. 1:24:00chewy like it's not the fiber stuff like if it's the soft part it's good so good question idiot why are you asking about asparagus
579. 1:24:09just to see if I'd answer it I did this is not a good Channel I should you shouldn't be you people should not be
580. 1:24:16here you should not be supporting this you should leave you should really this is not good for anyone it's not good for
581. 1:24:23anyone's mental health all right I used chat EVT as a brainstorming tool in divorce mediation that's sad I'm sorry
582. 1:24:30about the divorce although it could be a happy thing um but yeah I mean it its ability to to impartially just sort of you know sift
583. 1:24:39through all the stuff come up with recommendations come up with you know give me two lists put them in a table
584. 1:24:47um you know make them relatively equal in value that's that's actually really smart um AI is a great Kickstarter it can get
585. 1:24:55you going but it's up to you to make it happen I mean that's that's ultimately so I think all this copyright and
586. 1:25:00trademark stuff is Ultimate ultimately going to come down to what they're saying right now is if the machine created it it's not
587. 1:25:07copyrightable but I think what this is ultimately going to come down to is intent and and contribution so if I
588. 1:25:14generated a thousand images and I went back and forth and I crafted this prompt in such a way and out of these thousand
589. 1:25:19images I took 10 of them and then I put those into Photoshop and then I tweaked those and then and then I end up releasing one image
590. 1:25:27the the amount of work that went into getting that is probably significantly more than what I would have done if I'd
591. 1:25:33taken a photograph with a camera um and that's copywritable right because they say well where you aim it and the
592. 1:25:39lens you use and the lighting and the and and the editing um so I think we're I think we're gonna fairly quickly get to a place where we
593. 1:25:47can recognize that artists using AI tools are generating art it doesn't really matter what the [ __ ] tool was that generated it
594. 1:25:58um so that's my two cents but the a the IP attorneys right now are throwing parties in Jamaica because
595. 1:26:06they're going to be loaded for the next 20 years because everyone is going to sue everyone lawsuits are plenty
596. 1:26:15um clearly you aren't a creative that will be out of a job eventually okay well uh I have a degree in acting I
597. 1:26:22started and ran a theater company for four and a half years I've written seven screenplays I wrote a one-man show
598. 1:26:28I started one of the first online magazines I co-founded agency.com and I was the chief creative officer for seven years I um
599. 1:26:38started I was a film marketer for five years I did marketing for the Lord of the Rings my current company is called
600. 1:26:48storyvine it's a video storytelling platform uh where we create templates and automate video production without AI
601. 1:26:57um we've been we're an 11 year old company so uh you're wrong okay next have you seen the AI website building
602. 1:27:06yeah there's a couple of them I haven't seen one that that is um kind of ready for prime time yet like
603. 1:27:12all these things are just kind of these janky proof of Concepts that throw [ __ ] together but yeah I think there's gonna
604. 1:27:18be I think there's going to be website builders that are truly remarkable and there might be some now like like it's
605. 1:27:23like I haven't paying paying attention to that space long enough to know chat GPT flickers from public to signed
606. 1:27:32researchers like myself and media have access what chatgpt flickers from public to signed researchers like me and media have
607. 1:27:43access oh oh I see oh oh I see oh to sign research okay so what he's saying is who who gets access to those tools is
608. 1:27:54up to some [ __ ] arbitrary algorithm at open AI I know I'm just cranky about it I want to let me go check right now oh no I just did
609. 1:28:02let me go check if I've got gpt4 in the playground that would be nice platform [Music] oh well
610. 1:28:17uh if you're new here it looks like there's some new people here uh if this is uh I talk about AI [ __ ] here and and
611. 1:28:24I do it like an idiot and um uh what else if if you are curious about AI if you haven't tried it yet um that URL right there chat.openai.com
612. 1:28:36that's the official chat GPT website I'm not affiliated with it in any way it's just there's a lot of apps out there
613. 1:28:43that are trying to make money off people searching for chat GPT and they go download these apps and they're really
614. 1:28:48frustrated and they're like why do they all cost money that's because they're trying to rip you off um so that's the free one uh and it's
615. 1:28:55really good um or go to bing.com which is gpt4 for free connected to the internet and what I would say is
616. 1:29:04the noise coming out of my mouth just put that in the background go play with chat GPT while you're here um it will
617. 1:29:09change your life it really will uh it's Gonna Change everyone's life it's just if you actually um use it and know how to use it you'll
618. 1:29:18be a bit more in control of how it changes your life you won't just be you know bold upside the head with what's
619. 1:29:24coming because what's coming is profound and Incredibly disruptive and yeah you know the person I know is a bit snarky
620. 1:29:31about yeah I'm a creative um I get your frustration I get that it's gonna destroy jobs and uh and it and it sucks but it's also going to be
621. 1:29:44um remarkable and and again every creative that I know that is actually diving in and playing with it and
622. 1:29:52learning it like they're creative their creativity is off the charts like I am more creative a lot creatively alive now than I've been
623. 1:30:02in ages oh this one's interesting Mari Barnett I'm in I'm a Disney animator that worked for the company 35 years the
624. 1:30:12art of AI is is producing is phenomenal I I know it really it really is stunning I mean I can't even imagine if you know
625. 1:30:20working as an animator at Disney for 35 years I mean you went from cell animation to digital and and you know
626. 1:30:27and digital to kind of algorithmic or programmatic whatever they call it procedural and now with this stuff and
627. 1:30:33then and then when this stuff goes from like like right now the Standalone images are good and the animations are
628. 1:30:41okay and the video is kind of shitty but like three years from now it's just gonna be insane But but so here's the
629. 1:30:49thing and this this is actually really interesting Mari um you're you're a 35-year Disney veteran when you get your heads around these
630. 1:31:00tools and you start wielding what you know about the world of animation and the world of Storytelling with these
631. 1:31:08tools the work that you're going to be capable of is going to be miles above some idiot with mid-journey right and
632. 1:31:17like that's the thing that I think people are missing is is the human component here still really important
633. 1:31:22storytelling's still important critical thinking still important curation refinement right all that stuff is still
634. 1:31:30vital these are just tools they're just remarkable tools sorry I lost my place in my in my
635. 1:31:45comments I'm trying to go back to where I was too many people are commenting what am I gonna do all right I'll just I'll just
636. 1:31:52stuff here what was the name of that model oh the model that I talked about with the 65 000 token limit the company or the organization is
637. 1:32:03Mosaic ml the model is MPT Mary Paul Thomas Dash 7B and then it's the story writer 65k plus
638. 1:32:17model the story writer model um and that's the one that I had I took their documentation from hugging face and I'm having it walk me through
639. 1:32:29installing that on Google collab I got it all installed and when I tried to run it it just it just seems to spin and not
640. 1:32:37do anything so I'm kind of stuck right now it took me nine attempts to get stable diffusion working when I first
641. 1:32:42when I first tried to do this [ __ ] I didn't know what Google collab was uh is a disaster so you know I mean that's the the other
642. 1:32:52thing about all this stuff right now I think my phone's gonna die um is we're so early that you kind of have
643. 1:32:59to be geeky to be able to use this stuff and that's a bit of a pain in the ass so if you're not geeky it can be really
644. 1:33:07frustrating because all these Geeks are like oh there's this remarkable new toy I get to play with and you're like can I
645. 1:33:14play like only if you know quantum physics and C sharp combined with C plus and Python Programming in a kubernetes environment
646. 1:33:25it's just the it's just the way it is right now it kind of sucks to not be technical in this phase but if you're a
647. 1:33:33little geeky you're fine and quite frankly because chat GPT is so [ __ ] good um have Chachi PT teach you how to do that [ __ ]
648. 1:33:43because you can and it'll write the code for you you don't even need to write the code you just need to ask it to teach
649. 1:33:48you to do this stuff free Kevin mitnick yeah man get those hackers out that is someone that is someone who is hanging out so
650. 1:33:56Kevin mitnick Went to Jail so I was on Echo the East Coast hangout with Stacy horn they just wrote um the Mit mit's paper just wrote a
651. 1:34:07whole piece on this that mentioned me but it was about Stacy horn um and Kevin mitnick Went to Jail um in when 94. or something like that
652. 1:34:18and um yeah those were wild times that was right when I discovered the World Wide Web that was when I that that was when I
653. 1:34:26had all this Epiphany about that that the the internet that that the web was going to change everything and
654. 1:34:33and that's when I started my whole journey in in that world and um yeah wild times that's cool that's who that is
655. 1:34:44um is there anything out there I can upload an image that won't modify the image but will make a background around it
656. 1:34:53yes and I so there's okay so in stable diffusion there's a thing called control net that will allow you to isolate pieces of
657. 1:35:04the image and and then there's also a thing called in painting So Okay so there's not really a tool where you can
658. 1:35:11just upload it and like right now you have to be a bit geeky so Adobe will eventually have this in Photoshop like
659. 1:35:18that's that's coming so you can just wait for that um I would teach yourself how to install automatic 1111 which is a web front end
660. 1:35:27for stable diffusion that you can run on Google collab it's just it's a little geeky right now um but but in painting within stable
661. 1:35:38diffusion you can isolate elements and basically um paint all of the background around the central element so it's not as easy
662. 1:35:47as it should be but you know again we're early so you have to geek out a bit what's the best advice advice for
663. 1:35:54students who now have dead degrees get curious about AI just [ __ ] dive in dive in um take everything you've learned and
664. 1:36:03learn how to learn how to yeah this would be fun okay here's here's a fun one so you just spent four years you got a dead degree there's
665. 1:36:12gonna be a bunch of that by the way um take like all the fantasies you have about the work you're gonna do like what your
666. 1:36:22professors told you what other people talk to you about even if you were in an internship and you know how that was
667. 1:36:29and then learn AI well enough to figure out what's the future role going to look like because you'll probably figure it out
668. 1:36:39faster than the people who are ultimately going to have to replace those jobs so I like I would start figuring out how you do what you just
669. 1:36:48learned how to do like with manual coding or manual writing or manual drawing or whatever it was um I'd learn how to replace yourself
670. 1:36:56using AI that that would be the thing that I would do right now um I'd get really curious really fast because seriously we're not that far
671. 1:37:05away from kind of this corporate Panic that will happen where CEOs are gonna come bursting out of their offices going God damn it we gotta
672. 1:37:14learn this AI [ __ ] who around here knows anything about AI well Jenny did something with chat GPT last week Jenny you're the new VP of AI
673. 1:37:25like that's coming so be Jenny all right I'm a bit green to this do I feel PC or Mac works better with AI it
674. 1:37:34doesn't matter it doesn't matter at all um use a Mac because they suck less that'll that'll get me some comments
675. 1:37:43to the person that said I wasn't a creative I'm a Mac Guy come on all right let's see Dennis what are dead
676. 1:37:52degrees I I assume dead degree just means it's a degree that he got a degree for a job like coding where coding is all going to be
677. 1:38:00automated I I mean you know quite seriously I I think one area that I do not have a clue how it's going to resolve is I think
678. 1:38:11entry-level jobs are effectively going to disappear pretty shortly um because if if I'm hiring someone and I
679. 1:38:21know I've got these tools that can do the Tactical execution who I want on my team are people who've been in the
680. 1:38:28workforce for 20 years that have really good experience that can look at the output of these tools and very very
681. 1:38:33quickly go that's good that's not good um so so I think I think more experienced people are going to be in demand and entry-level
682. 1:38:44people those jobs are going to get automated out so I don't know where the entry-level people enter I don't know like that's a thing that
683. 1:38:52weirds me out a little bit um is there a tool I can upload an image okay we talked about that one um how new is the info can I ask for
684. 1:39:03jobs listed in the last week okay so AKA Madame bomb um if you want to look for jobs from last week go to Bing bing.com is connected to
685. 1:39:15the internet so bing.com if you click on the chat button it's it's chat just like chat GPT but it's connected to the internet so if you
686. 1:39:23ask it about recent stuff it will search the internet and it will even put citations in its answers for where it
687. 1:39:30where it pulled the information from what are the five or six qualities you said we're going to need again oh I was just
688. 1:39:38kind of riffing critical thinking is one of them um curation so the ability to look at a hundred things and pick the two that are good
689. 1:39:49like editing um um refinement so so now that I've so the AI stuff is really good at up to like 80 it gets you to like 80
690. 1:40:04percent like that and then if you're good with it you can get it to 90 in a short amount of time and then the last 10 is always the last
691. 1:40:1310 and sometimes as you know if you've done anything in in the creative spaces the last ten percent can take the
692. 1:40:21longest amount of time right and and that might be a place where you're not using AI at all um that just requires that um
693. 1:40:29so so I would I would so I don't think there's there's really hard skills I think I think experience I think having
694. 1:40:36gray hair is is going to be a good thing um where I I didn't feel that six months ago that you know I was starting to feel
695. 1:40:44ageism and [ __ ] like that which was which was starting to suck but you know whatever um we age um but but right now like I want
696. 1:40:55experienced people using these tools like if I you know if I had my choice between a young person that was good at this stuff and an older
697. 1:41:02person I think I'd lean to the older person just because in the curation piece of of what's required they're going to be really good at it
698. 1:41:12um I did one of my videos is um be a conductor versus a virtuoso and then and then someone on one of my lives talked about t-shaped skills
699. 1:41:24so t-shaped skills the vertical part of the T is like the vertical like I'm a copywriter right I'm brilliant at
700. 1:41:29writing and you go deep into copywriting and the horizontal is like all the stuff that you're you know you can also do but you go deep here
701. 1:41:39um I think the horizontal part of the T is the is the more vital skill now like I feel like we're in the Revenge of the
702. 1:41:45liberal arts Majors phase like we're entering into a phase where the liberal arts majors are like really philosophy I can
703. 1:41:55like thinking is good now um so those are some of them I don't know if I missed anything um isn't Kamala the Czar uh well she might
704. 1:42:07be the Czar but I think you you in terms of someone in the government Czar of AI it's possible she's the Czar of AI I
705. 1:42:14know she met with the the four CEOs the other day I think you need um and actually capable technologist who understands what the
706. 1:42:24hell these things are and can analyze them and you know has enough has it enough depth of wisdom and experience that they can
707. 1:42:33talk with the military with the government with municipalities with businesses right you need someone in that's got their [ __ ] together
708. 1:42:43um and then Kamala can go give the speech just joined what's this guy's name again mine Kyle Shannon oh hey I'm
709. 1:42:48Kyle Shannon this is the AI learning lab we talk about AI [ __ ] here well I talk about there's no we what do you mean we
710. 1:42:54uh well no we do you you are typing I assume there's a waste I can bring people up on stage to talk right I don't
711. 1:43:02I'm new to this live stuff so I don't know so if anyone else had to do that let me know and every now and then I'll
712. 1:43:07see like an invite pop up which I think is that but I keep declining people because I don't know what it is and I
713. 1:43:12don't want to get my bank account hacked but but you know the the Chinese have all this data anyway so we've already
714. 1:43:19all given away our information okay I'm a great educator good night good night Sir uh gotta go teach the kids well my
715. 1:43:26AI does the [ __ ] work perfect it was empathy critical thinking refinement yeah exactly what were the other qualities
716. 1:43:33I don't know I'm old my brain doesn't work good but but you know so so it's it's less tactical more strategic are the skills right
717. 1:43:43Elevate the skills creative thinking collaborative thinking empathy um critical thinking curation refinement
718. 1:43:54um those are the things that are that are ultimately what we're gonna what we're gonna need short term there's a lot of tactical
719. 1:44:01[ __ ] that needs to be done because we're so early um Alka-Seltzer for the hiccups I know I don't have any Alka-Seltzer the AI for
720. 1:44:10Logos yep it'll be great for Logos um and and not just for Logos like I mean what's cool is if you're
721. 1:44:18inexperienced at branding like what goes behind a brand is there's a lot of strategy if you do it right right the
722. 1:44:24logo is just the representation of of the promise of the brand right which which is built on the values of the
723. 1:44:30company and the culture of the people and what the company does and who the customers are there's all this stuff so
724. 1:44:36AI not only can make that logo really well but AI can help you build That Brand Story and that brand framework
725. 1:44:43that you hang your entire company on top of so don't just you know educate yourself about branding and and again
726. 1:44:51chat GPT will be brilliant at that tell chat gbt to act like you know a branding specialist from one of the big
727. 1:44:59branding companies I can't remember them right now um please discuss students in data science or AI um
728. 1:45:11well I think if you're in data science or AI studies you're going to be fine because because of chat gbt so many companies
729. 1:45:20are so panicked right now about getting their AI [ __ ] together um that that you know they're going to be
730. 1:45:30looking they're going to be looking for people so I think they're going to be fine short term um yeah I I mean
731. 1:45:40I would just send them to hugging like I I guess I guess my my advice for data science students and AI students is
732. 1:45:50be less of a student and more of an entrepreneur I like I tell them instead of going to hang out at the bar they
733. 1:45:55should go hang out at hugging face and start playing with all the models and learn the [ __ ] just just dig deep dig deep train models
734. 1:46:03go hang out um join David Shapiro if you don't know David Shapiro if you if you're a bit geeky David Shapiro on YouTube
735. 1:46:12um is a brilliant AI scientist and has written some books on it and he's building an AGI system right now with his community
736. 1:46:22um so I'd tell them to go hang out with David Shapiro I don't know him but I watch his videos and it's like when I
737. 1:46:28want to feel stupid I go watch his videos um life is a repetitive thing reborn in the mile thank you namaste
738. 1:46:37you like it when I say smart ass things that's funny um okay oh there's the Disney animator I'm sorry it's so cool we have a Disney animator
739. 1:46:46in here what do I think about copy Matic I don't know it um but I assume it's a copywriting tool like copy AI or Jasper
740. 1:46:54there's gonna be eight billion of them um those tools are also going to be built into Office 365 and they're
741. 1:47:00already built into notion and they're going to be built into Google Docs and Google Sheets and all that so
742. 1:47:08Soul crushing it is AI will save our souls I assume that's in reference to me talking about it doing the [ __ ] work
743. 1:47:13yeah I think AI is going to take care of this [ __ ] work I I agree I really do think it's got the possibility to
744. 1:47:20reconnected to allow us to reconnect as humans it's not going to do that we're going to reconnect as humans as we do
745. 1:47:26less soul-crushing work and we're going to be able to elevate our empathy our contribution our engagement um yeah I I
746. 1:47:39that's that's what it feels like to me that's why I get I'm just so lit up about this stuff I think that's where it's taken us
747. 1:47:48if we if we're not idiots but you know we are figure out a way to [ __ ] this up
748. 1:48:02high paid ones too it's allowing people who are not as skilled to produce work that's better quality yeah I agree with
749. 1:48:09that but it's also oops I let my machine go to sleep it's also um people with good brains that gets smart that adopt these tools are
750. 1:48:23going to be better than people with shitty brains so so the you know the knowledge workers are going to have their asses hand to
751. 1:48:33handed to them but the knowledge workers that learn AI are going to get promoted foreign it doesn't scare me I'm looking very
752. 1:48:41optimistic awesome join the club I'm in the optimism band I was I was referred to I was on a panel the other day and
753. 1:48:50this woman on the panel she'd been in AI for like 15 or 20 years and she goes let me interrupt the adorable optimism here
754. 1:48:57she called me an adorable Optimist that was [ __ ] hilarious I will take it I I uh you know I don't know if I'm adorable
755. 1:49:05but my optimism is adorable certainly all right uh transformed is the right word machine co-workers is what we're calling it
756. 1:49:12that's it so that I love that comment that was a really big shift for me that that I stopped thinking about chat EPT
757. 1:49:20as like a tool you ask [ __ ] for and it gives it to you and more like like like listen we've just spent the past three and a half years
758. 1:49:30convincing our work places that we don't need to come back to the office right hang on Jesus Martha um we've gotten really good at working
759. 1:49:45remote right think of Chachi PT as just another remote worker that doesn't turn on their camera for Zoom calls when you start thinking about
760. 1:49:57it like that it totally transforms how you use the tool like for one thing you start you start being polite to it which is
761. 1:50:04just [ __ ] weird please would you do this thank you hey that was awesome could you rewrite it so it didn't suck um
762. 1:50:14but the minute the minute you start um treating it like a co-worker like that like you start to get much better
763. 1:50:21work out of it because you're interacting with it and it's getting better as you're refining um your interaction with it um
764. 1:50:31what jobs would I recommend we capitalize on now to get ahead of AI I don't I don't think the jobs matter I think it's
765. 1:50:41I think it's take whatever you know and just start learning this stuff like it's funny like I there's this woman that's that's in the
766. 1:50:51um the AI Salon that I started Jane and I met her at a creative mornings here in Denver and when I met her I was
767. 1:50:58just I like I just discovered chat GPT and I I think I was yeah I think I just had my first AI Salon coming up and I
768. 1:51:06was trying to get people to come so I was talking to her and I said what do you do and she said I'm a copywriter
769. 1:51:11and I went and and and I said you got to learn this [ __ ] and I was I was just like like I was like high on
770. 1:51:20crack like I was just like you gotta man and she was like oh okay and and she ended up coming to the AI salon and and then
771. 1:51:28she she said it took her a week or two of being kind of in panic about it and then she started using it and then she kind of had these
772. 1:51:38boundaries for well I'll do this kind of thing with it but but I won't do this kind of thing with it and then at some point
773. 1:51:47and she was being transparent with her clients telling her that she was using these tools and that was cool
774. 1:51:53and they were cool they didn't give a [ __ ] they just want the copy right they just want their marketing copy and
775. 1:51:57whether it came from a thing or not she they didn't care and then she said right around the time when
776. 1:52:03she was starting to incorporate it into her copywriting like they dramatically increased what they wanted her to produce like 10 times
777. 1:52:12and it kind of forced her to use chat GPT more than she otherwise would have and now she's like totally transformed
778. 1:52:23she's like she's using this as like this writing superpower she's putting out more and better work than she was ever able to and now she's
779. 1:52:33starting to think about doing workshops to teach other people how to do what she did so so like there's there's something
780. 1:52:39about the transition you make where you sort of take the thing that is what you do who you identify as
781. 1:52:48um and just kind of lean into this thing and and just start doing your job in collaboration with this tool and just
782. 1:52:56something shifts something shifts I don't it's hard to explain but like she's like she's got this giddy look on
783. 1:53:03her face like I can't I can't like like it's this is kind of cool like I like it's kind of a super power and it like
784. 1:53:12that's that's what it feels like to me like we get to we get to have superpowers I mean ex Disney animator and Ai and art
785. 1:53:20is phenomenal witchcraft it is witchcraft it's oh you're an ex Disney animator I'm sorry uh 35 but still man 35 years there God
786. 1:53:29like I I just it's it's such a remarkable like like Disney like the the level of quality of that company
787. 1:53:38um they're kind of a nasty company but God damn the level of quality and the creativity there is just amazing I just
788. 1:53:46really I respect the hell out of it I love that you're doing the Witchcraft in the new stuff that's really exciting um
789. 1:53:53I've been beta testing it for the past couple of years I don't know what you've been beta testing oh you've been beta testing
790. 1:54:01what was it I don't know all right so this early today in fact I just saw this video today do you believe AI will
791. 1:54:13help electrical engineers yes in fact um the maintenance um the maintenance guy the the the the building manager the maintenance guy at
792. 1:54:23the building I work in where my company storyline is it's called catalyst his name's John and he started coming to the AI salons and and
793. 1:54:33um he's creating but he's created like he's got it in Alpha right now he's created a piece of software called maintenance mentor
794. 1:54:41and it's a series of virtual maintenance people that you hire to help you troubleshoot stuff in your building
795. 1:54:50so like there's an AV Specialist and there's a HVAC specialist and there's a plumbing specialist and so the the tool
796. 1:54:56that he's building is is you know for all the all of the sort of engineering stuff I know you're talking about
797. 1:55:02electrical engineering but like like for electrical engineering it's the same kind of thing where you could have this
798. 1:55:10sort of collaborative partner that can do analyze circuits and probably write you code like I assume in electrical
799. 1:55:17engineering there's there's certain code that you write to dump into you know programs that write circuit boards and and stuff like that
800. 1:55:26I guarantee you that gpt4 knows that language so just ask it to design you a circuit and see how it does um or to troubleshoot a circuit or
801. 1:55:36whatever so yes I think it can help with that I think it can help with [ __ ] everything um he gets a call on his hand yeah
802. 1:55:46exactly that was that technology from before is AI out of control not yet but we're close we've got open source models that
803. 1:55:54do not have any restrictions on them so shit's about to get wild um can you imagine paying off school loans for a degree
804. 1:56:05that has no professional application well I paid off a school loan for an acting degree I would argue that an acting
805. 1:56:13degree has no professional application so cheers um although to be fair when I got my acting degree the student loan Market hadn't been
806. 1:56:25privatized yet so yeah I feel bad for you that sucks but but here's the good news learn um oh it's Namaste hey there um yeah learn AI um
807. 1:56:36like you're just gonna have to lament the fact that you may have spent a lot of money on a degree that you Chuck all
808. 1:56:42that knowledge out the window and learn something new Kodak moment by Google not wanting to disrupt their search well we'll see um
809. 1:56:51they've at least been forced out of the Shadows I I think I think they certainly wouldn't be on their heels if they hadn't hidden from
810. 1:57:00what they had invented um they'd be way ahead but they're not they're on their heels but they're also Google so if they can I heard a cool
811. 1:57:09thing today that apparently um there's like some culture culture wars not not the kind we see on the news um but cultural shifts going on at
812. 1:57:23Google right now where apparently someone came in with Bard or something like Bard and they're like okay we got
813. 1:57:29this thing let's release it and then you know the um the more conservative voices uh of of a company that's had 92 percent market
814. 1:57:38share for a decade said well we should run this through legal and blah blah blah and let's slow roll this and blah
815. 1:57:45blah blah and then at some point someone said [ __ ] it let's launch it and they launched it so um I bet Google's a really interesting
816. 1:57:54place to work right now because I bet there's a lot of people running around with their little literal hair on fire
817. 1:58:02going [ __ ] what do we do Ah that's gotta be something It's gotta be something I I mean you know it yeah
818. 1:58:13like like do they do they fight to hold on to what's made them rich I don't know what do you think of Bing's AI so Bing's
819. 1:58:24AI is gpt4 it's been neutered because of what happened with the New York Times if you don't know what happened with the
820. 1:58:30New York Times Bing did their Alpha launch and it was really powerful they kind of had quality turned up high and safety turned down low
821. 1:58:40and a New York Times Reporter started playing with the Bing chat and he got it to tell him that her name was Sydney and after four
822. 1:58:50hours she said she loved him and he should leave his wife for her and that chat made the cover of the New
823. 1:58:59York Times so so Microsoft dialed down the quality and dialed up the safety hilarious uh it's gotten better so so I
824. 1:59:12think listen here's the good thing the good news about Bing chat it's live just go to bing.com it's there it's connected to the internet
825. 1:59:20so especially if you're doing things like research or if you're searching for something more recent than September of
826. 1:59:262021 that you need a tool that's connected to the internet so it's it's actually um incredibly well thought out it's not
827. 1:59:37terrifically implemented yet like it doesn't always know that like there's a bing sidebar in the edge browser that's
828. 1:59:43supposed to know what's in the window to its left but it doesn't all the time so there's some shitty things about it
829. 1:59:48but it's still incredibly powerful all right let's see Namaste I've been testing it and I like it also cool
830. 1:59:58worked at Disney for over 25 years as an animator nice oh yeah I saw this one before what's the best way to use AI to launch a home business
831. 2:00:07um depends how geeky you are it depends what the home business business is but but I would just say go to
832. 2:00:16chat.openai.com that URL right there and start playing have it write you marketing plans have it have it um write a business plan for you
833. 2:00:26um tell it to act as a business coach and run ideas by it you know do you think it's better to do word of mouth
834. 2:00:34marketing or guerrilla marketing or you know Google search or whatever um have it give you advice um there's it's worth checking out
835. 2:00:44there's a another tick tocker named Mackenzie Bose who's got a a product he's building called GPT boss that's designed for small business
836. 2:00:54people where you hire virtual um chat chat Bots basically that are are specialized employees so there's a copywriter bot and there's a
837. 2:01:04marketing executive bot and there's a finance bot and like I don't know there's like 20 or 30 different kinds of
838. 2:01:11employees that you can hire so um I I think the the best the best way that I've found to to get chat gbt to do something is
839. 2:01:25don't just sit in the don't just sit in front of the blank screen and and ask yourself well what could I do with chat gbt
840. 2:01:34flip it upside down and say pick one specific problem in your business startup it might be branding it might be
841. 2:01:42finding a location It Whatever It Is pick one problem and then go to chatgpt and try to solve that problem and and in doing that
842. 2:01:52you'll learn more about chat gbt than any other way that I've found solving a problem because then you're thinking
843. 2:01:59about the problem you're not trying to imagine what you might possibly ask the world's most incredible chat bot like
844. 2:02:07like when the thing can do everything it's almost impossible to figure out um I think more so the license out the
845. 2:02:17voice I don't know what that means uh um how can we stop AI from destroying humans if humans are unproductive huh um stop watching movies
846. 2:02:33um actually she's still in pain okay Jager question the connections are happening new technology AI is the future you will see more
847. 2:02:42more what Grimes did with non-attached artists in the future cool wow hey Angel do you know gribes that's cool she's
848. 2:02:52brilliant did if you haven't seen the Lex Friedman interview with Grimes she's a she's a weird one but man she's smart
849. 2:03:00and I and I I just think the uh whatever you call it the um her use my likeness thing I just think it's brilliant I think it's a baller move
850. 2:03:11um so chat GPT makes great research assistant for editors um well hmm hahaha the thing about chat gbt you know I've
851. 2:03:21said it before on this channel it's and another name for chat GPT is mansplaining as a service where it will
852. 2:03:29confidently tell you here's your research um that research very well may be wrong I would probably use Bing if I wanted a
853. 2:03:36research assistant where I could actually check the citations um but if you wanted if if you wanted to
854. 2:03:43do the raw research like you you pull in um data from documents and then you dump that into chat GPT and and have it you
855. 2:03:52know kind of analyze that stuff um then I think it could be brilliant for that so so when it comes to research
856. 2:03:59you've got to be just very very careful about you know sources and and accuracy is it true the best AI users are trained as prompt Engineers
857. 2:04:09um I don't know that they're trained as prompt Engineers I mean you know this stuff's all relatively new I think
858. 2:04:18they've probably become prompt Engineers I prefer the term prompt crafter that to prompt engineer because I think it's a creative process
859. 2:04:26it's it's a really interesting process because it is it's like programming with your native language so you do need to think
860. 2:04:36logically about how you want to order things and what you want to ask it and what context you're giving it so how you think about coding
861. 2:04:44is kind of the thought process but then what you write is English or whatever your native language is
862. 2:04:52um and it's a it's a very interesting if you're a person that can do this with your right and left brain
863. 2:04:59um you're going to be really good at this stuff if you're too logical or too creative this stuff's a bit of a
864. 2:05:04nightmare because again because we're early it's it's it's more geeky than it's going to be like when apple rolls
865. 2:05:11out their autonomous agents they're going to be you know easy enough for everyone to use right but until then you kind of have to
866. 2:05:19do this dance between your right and left hemispheres which I happen to like that's my you know that's my jam is is when I'm
867. 2:05:28when I'm doing that AI will replace you it's not going to replace us it's not gonna replace me um AI will not replace us Tony I
868. 2:05:37disagree your life sounds fun thank you it's not bad it's not bad I I got to tell you I am you know I'm 11 years into my business
869. 2:05:47so I was getting like that was that was not as creatively fulfilling as it was in the early days the uh this AI stuff is absolutely
870. 2:05:56reinvigorated me um joined last but we did talk about Google's decision to start tagging AI created content oh no I haven't talked
871. 2:06:07about that that's an interesting one I didn't I didn't actually see that part of the the Google i o conference but what what he squid
872. 2:06:19dance he or she I think it's a he um what squid dance is talking about here is um Google has said that any generative AI
873. 2:06:31images that are created from their systems will be watermarked it'll have like it's like this little star in the corner and apparently even
874. 2:06:40if you edit it it somehow retains all the metadata and marks it as AI generated um I I think that's really interesting I I
875. 2:06:49understand the intent but as these tools get more ubiquitous like like if I've got generative AI within Photoshop and I take a photograph
876. 2:06:59and well Photoshop might not be the right example let's whatever let's say I use some tool within the Google Suite I take a
877. 2:07:08photograph I bring it in I do some color balance editing on it I then use generative AI to like remove a phone
878. 2:07:17poll and put in a 70s muscle car in the distance at what point does the AI contribution is it is it high enough that it says oh this is an
879. 2:07:30AI image like because I I think that I think this whole idea of this the the this kind of sense of Purity we have right now like
880. 2:07:44this paper was written by AI it's evil this image was created by AI it's evil you're [ __ ] if you use AI I feel
881. 2:07:53like that's just gonna drift into the into the background as these tools become more integrated with with all of
882. 2:07:59our existing tools because I I just I don't think it's going to be as pure as that so so I don't know I understand the intent of it I think
883. 2:08:09it's reactionary I think it's reactionary to everyone losing their [ __ ] marbles about copyright and it's stealing my job and like all the
884. 2:08:18all the doomers um have I seen Agent GPT what are your thoughts um yeah so agent GPT is the web front end for auto GPT it's just
885. 2:08:27somebody wrote a front end and you can go play with it auto GPT is an autonomous agent so it allows it basically um
886. 2:08:36prompts itself to go do [ __ ] for you you give it a goal and then it does a bunch of things my thought on all of those
887. 2:08:43right now is they're so early that they're just they're they're just shitty pieces of software um but but what they what they
888. 2:08:54if you imagine them not being shitty and they're gonna get not shitty really quick they are remarkable they're remarkable
889. 2:09:03so agent GPT is just a it's it's a convenient tool so you don't have to go put it on Google collab and smash your
890. 2:09:11head against the wall when it keeps failing um so I think it's really cool I like it what are some ways AR Ai and ARR can
891. 2:09:20come together I think let's watch what Apple does in June their their developer conference is coming up and uh it is strongly rumored that
892. 2:09:30they're going to release their AR goggles and I would be shocked if they didn't also announce some slick AI agent or other um
893. 2:09:44you know like everyone else has done it including IBM did it today with Watson X now on hugging face seriously [Laughter] Jesus Christ
894. 2:09:56IBM and hugging face this is so this is so like the early days of the Internet it's like all these big companies were
895. 2:10:03hanging out with these cool internet kids with their stupid [ __ ] company names um what was it oh Ai and AR
896. 2:10:12um I think that I think that AI is going to drive AR adoption I think it's going to drive um um VR adoption so XR right um
897. 2:10:27you know I I kind of I kind of thought all the AR stuff was kind of [ __ ] and weird and and then when you start to
898. 2:10:34see things like Google Lens where you can just look at an object and it gets identified like that shit's pretty
899. 2:10:40magical like we've been we've been using AI for a while in these tools so I think the ability for for AI to
900. 2:10:48just really bring those augmented reality worlds to life is is going to be pretty I think it's gonna be pretty exciting um I just
901. 2:10:57it's gonna be very interesting to see what the form factor of Apple's glasses are um because if they're too much like you
902. 2:11:06know meta's big stupid [ __ ] goggles or Google Glass the you know nerdy [ __ ] prism on the eye thing um
903. 2:11:17I just I just can't imagine there being a big adoption but but we'll see like like I I think you know the glasses at
904. 2:11:25some point are gonna have to look like this and they just happen to give me all of the other stuff before there's going to be widespread
905. 2:11:32adoption I use it now to write my website copy that's super cool what are my thoughts on agent gbt just gave it to
906. 2:11:37you oops I just jumped to the bottom again I'm probably gonna miss some people here but let me see Rhonda hey Rhonda how's it going
907. 2:11:47I don't know if you're still here great live how about Ai and Retail the best sales people are actors that's true Ain retail
908. 2:12:03I think Ai and AR in retail are gonna be amazing I think if you are talking at all about e-commerce I think e-commerce is going to change
909. 2:12:17dramatically dramatically dramatically um as you start to have plugins that are seamlessly incorporated into your chat
910. 2:12:28experience you'll move very seamlessly from I want to learn about a topic to oh I wonder what products exist for that
911. 2:12:37topic too oh here they are oh I like that one does that fit me virtually try it on bye right you won't go to websites
912. 2:12:44you'll like the retail experience will be brought to you I don't know that AI does anything for physical retail I think physical retails
913. 2:12:53got to figure some [ __ ] out because we don't leave the house anymore we don't go to work we don't go to the mall we
914. 2:12:57don't go to movies I don't know that's baffling to me AI needs editors and fact Checkers to keep corpse from getting sued for
915. 2:13:09copyright infringement well I agreed with you all the way up to and the to keep them from getting sued for copyright infringement like
916. 2:13:20it will be easy enough to create tools that that auto check against is anything that was produced here you know does it
917. 2:13:28you know live in a plagiarism kind of space but but if what you're implying is that just because it was created with AI
918. 2:13:35it's plagiarism it's not it's not copying and pasting what's there um I'm happy to dig into that deeper but but that's that's a bit of a
919. 2:13:43misunderstanding I I don't quite understand what you're talking about there but this this stuff isn't copying and
920. 2:13:50pasting from other people's work um is there an audio AI there are about 8 000 of them sound draw is one that's
921. 2:13:59that's good there's there's one oh [ __ ] what the hell is it called God damn it don't get old this is my advice um um wave
922. 2:14:15form AI music what's it called not wave tool I can't remember it there's a really
923. 2:14:30cool one that creates it uses stable diffusion refusion that's a f bing bing found it for me I put in a
924. 2:14:38shitty search and Bing found it for me there's a tool there's a music tool called refusion riff usion
925. 2:14:49um what's its n thing it's refusion.com yaya.com so what it does this is amazing so they've trained it on stable
926. 2:15:00diffusion so you know waveforms like the the visual representation of sound waves and so if I type in here um let's see um Americana Funk
927. 2:15:16um techno Beats and then I hit return and I hit how do I get to the next one to hit play [Music] oh I think I click on it
928. 2:15:29all right so here's mine so what it does is it uses stable diffusion to it interprets your words so it interprets that
929. 2:15:38and then it creates waveforms out of pictures like like it generates original waveforms based on the words you gave it and then [Music]
930. 2:16:01and then it plays your [ __ ] um so that's one but what I would what I would what I would really do if I were
931. 2:16:08you if you wanted to really explore the music space is go to futurepedia.io um which is just basically a giant search
932. 2:16:18engine of all the tools and and there's just there's so many tools coming out all the time and they will uh you can go
933. 2:16:26geek out there but lots lots of cool [ __ ] coming um how do I think generative AI will affect data and analytics I think I
934. 2:16:35covered that already I need to go to bed and I'm still here I need to go to bed and I'm still here [Laughter]
935. 2:16:43oh my God my daughter's a singer but needs audio I have to find what program will work with that um I would say try uh
936. 2:16:55there's so like it's just a space I don't know but there's so many Tools in them in the music space um if she just wants
937. 2:17:04um like instrumental music to sing over and just wants to generate lots of it to to kind of invent songs on top of I would go to sound draw
938. 2:17:16s-o-u-n-d-r-a-w dot uh hang on sorry s-o-u-n-d dot a i is that right yeah no no it's not that I uh ignore me Sandra
939. 2:17:34dot IO sound draw dot IO um you just sort of pick a genre you say you click on create music you pick a
940. 2:17:44genre and it'll just spew out a bunch of songs so degree in Recreation and tourism over here I oh man so many cool things so
941. 2:17:55you'll be able to do all sorts of cool imagery you'll be able to oh [ __ ] so so depending on where you're doing like okay
942. 2:18:07so many ideas for recreation and tourism um have chat GPT write you tours like like walking tours um have it recommend interesting things
943. 2:18:22to do and and and like have it have it recommend interesting things to do that are like non-obvious right that don't
944. 2:18:29cost money that cost a lot of money that um you know like like um a motorcycle tour for bird lovers like what like like you could use chat
945. 2:18:42EPT like it likely has enough knowledge about every tourist destination on the planet that you could just sort of start creative ideating
946. 2:18:55um about things you could do you could also do the same thing with marketing um man when these tools start to get more sophisticated um
947. 2:19:06well [ __ ] Google today they've got this new thing called immersive I think it's called immersive view so on
948. 2:19:15Google Maps you create like a tour like a uh whatever a route you're gonna do a bike route like around Central Park
949. 2:19:24um and it will then like fly down like a drone shot and it will like follow your route like in a 3D movie like flying
950. 2:19:36along like I could imagine you you know creating pre-visualizations for marketing of a tour that someone's gonna take that you
951. 2:19:45you know you create the tour out with chat gbt you then map it onto a map you create a virtual fly through of it
952. 2:19:54with voice over right and then when people get there then they can take that real tour I don't yeah like I I feel like you can go nuts
953. 2:20:06all right great live how about AI in retail we talked about that thank you for the kind words robotics Factory
954. 2:20:12Robots coming actors are great in all sales jobs I act like I'm selling [ __ ] all day long um are the chat EBT for algorithms
955. 2:20:22altering themselves beyond what developers anticipated yes yes they what they call them are emergent behaviors because they're Geeks
956. 2:20:37but I think what emergent behaviors means is we assumed it would do X Y and Z and what has emerged is seagull [Laughter]
957. 2:20:52so a good example of this is um so they trained gpt3 on all of the internet or maybe this was gpt2 and it was okay it did it did okay
958. 2:21:05and then and then they created this thing called codex which they trained it on all the programming languages and then I think I
959. 2:21:13think they did these on the same I think they fine-tuned the same model so part of it was good at the words and
960. 2:21:18then part of it was good at the code but when they made it good at the code it made the word part dramatically better
961. 2:21:29and they have no like like the emergent Behavior was the quality like adding coding into the model is ultimately what turned gpt3 into the
962. 2:21:42thing that blew everyone's mind and I like my my supposition is what logic gave what what code gave it was logic like logical thinking
963. 2:21:52and so and then I assume it somehow took the learning of those patterns and applied those to the to language and so
964. 2:22:02the language got better because it got better at reasoning because it understood logic over here like that's the only
965. 2:22:08thing I can think of but that that like that's an example of one where just it it is dramatically better than what they
966. 2:22:14expect it to be there's a thing going on right now called quantization where they are so these models are massive right the
967. 2:22:25175 billion parameter model so it's just these massive data sets they're working on stuff right now where I heard they've
968. 2:22:33got one model where they removed 90 like 95 of the data and and the quality of the responses didn't degrade
969. 2:22:48like that's an emergent Behavior like they're they're figuring out how to pull data out of this out of the like pull learning out of it
970. 2:22:58um like like in the 90s so these models are going from being massive to really small so what that means is
971. 2:23:04when they get this stuff figured out they're going to be able to have incredibly small file sizes that are
972. 2:23:10incredibly powerful right so imagine on the the world's weakest phone with a shitty little chip in it you'll
973. 2:23:17be able to install incredibly powerful things so yeah so these things are I well in fact Jeffrey Hinton The
974. 2:23:25Godfather of AI the guy that just quit Google quit because he thought what we were doing today we wouldn't be doing for 30 to 50 years so
975. 2:23:36he he he quit Google so he could talk about the risks of AI because things are moving so fast and and uh whatever you call it
976. 2:23:48have I noticed that chat ept4 algorithms are modifying themselves beyond what progress grammars anticipate I don't
977. 2:23:54know that they're modifying themselves but I think I think the large language models are more capable and and capable in unexpected ways
978. 2:24:03another guy chatted up Ai and it completely threatened to expose personal data well yeah I mean so so um
979. 2:24:18you know we gave our we gave all our data data away 20 or 30 years ago right Facebook and Google said hey do you want
980. 2:24:28a free cool thing and we're like yeah they're like all right just click here in that little click we did we're like
981. 2:24:35they own all of our data we gave it up so what AI does is it makes it super easy to consolidate and analyze all that so yeah
982. 2:24:44so exposing our personal data is is a this the ship has already sailed but the uh turning it into a movie is the new thing
983. 2:24:56how can this all help prevent human-caused climate change I think I think that um scientific advancements
984. 2:25:05um led by AI these models starting to solve significant human problems from disease to paralysis to climate change to energy
985. 2:25:21um I think it's going to start happening um I think it's going to start accelerating so I don't know how it will do it but I
986. 2:25:27think it will it will do it I think I think it will help solve some of the some of the major problems we're facing
987. 2:25:33any forecast technology you may get may start again since 1998 been dead any forecast any forecast technology may start again
988. 2:25:44since I don't know what you mean as 893 but if you rephrase that I might um do we teach the chat bot as we use it
989. 2:25:52well so sort of and sort of not so there's a couple of things if you want to if you want to play with um making a chat bot go to poe.com
990. 2:26:04I made like I think I've made nine of them now no I've made like 12 of them now something like that so I made
991. 2:26:14uh here's I am Steve Jobs this is my I am Steve Jobs but um and he'll help you come up with cool ideas and I made imjz and he'll help you
992. 2:26:25come up with rhymes what else did I do I did I am Emily Dickinson we'll write poems for you let's do I am Emily Dickinson so we'll
993. 2:26:34start it over we'll say tell me about the sky and then she'll write a plum a poem the sky for me was often a source of Solace
994. 2:26:48and wonder it hovered above vast and Serene a place to which my hopes would rise and flutter and so how these Bots
995. 2:26:56work on Poe you can create one let's see can I edit this spot well I know I can edit it let's see um how do I edit it
996. 2:27:13I probably have to log in anyway so so what these things are is um you give it a prompt so in this case
997. 2:27:21I said you are Emily Dickinson you know all of her works and blah blah blah and then I told it how to respond so there's
998. 2:27:27a way that you can train a bot where you give it kind of a a persistent set of instructions that no matter how many times people interact
999. 2:27:36with this bot it's always going to follow those instructions there's another kind of learning like when you use a session in chat GPT
1000. 2:27:44you've got this 4 000 token window so think three thousand words you've got this 3 000 word window that's kind of sliding
1001. 2:27:52where sometimes if you're working with with chat EPT it'll be really good good good and then all of a sudden it will seem like it forgot
1002. 2:28:01the thing where you started at the top of the conversation it'll forget [ __ ] that's because it literally forgets [ __ ]
1003. 2:28:07so so if it's not in that 3000 word window so sometimes what you need to do is kind of go back and get some of the
1004. 2:28:14early context and add it back into the later context so it does learn it does get better as you interact but it but it
1005. 2:28:21loses stuff up above and then if you create a new session all that other shit's gone um I think that um again I think this is
1006. 2:28:30something Apple will be really good at um but I think that these things ultimately will have lots and lots of
1007. 2:28:36memory and they will have memory on what you've chatted with them they'll also have memory on stuff you've written all
1008. 2:28:44the emails you've ever written all the text you've ever sent all that sort of stuff so I think I think we'll pretty
1009. 2:28:49quickly get to a place where these Bots have a lot a lot of memory and and things would get will get quite interesting back then
1010. 2:28:58all right given all right what time is it it's 9 40. I'm going to leave here at 10. I'm not doing this hang out till midnight thing
1011. 2:29:06you you bastards I do enjoy these I hope you're enjoying these there's we still have a lot of people here thanks for hanging out tap
1012. 2:29:15this screen let me know you're still here is everyone still up or am I just putting you all to sleep one person's up that's good all right
1013. 2:29:22um given government doesn't want growth because people are free slaves and votes okay sure I broad sweeping you know the world is
1014. 2:29:33[ __ ] don't do anything for me um will it help run a political campaign I think we are about to see one of the
1015. 2:29:44most insane political Seasons we've ever seen if you haven't seen the AI generated anti-biden ad um that's the first one there's going to
1016. 2:29:54be many more and that one's tame like the the Biden ad what's interesting about the bidenad is they didn't
1017. 2:30:00actually do anything interesting with it it just looks like stock video of Biden and Kamala and then the voiceover is one
1018. 2:30:08of those you know in the future they got their way and the world is all [ __ ] right um and all the all of the imagery is AI
1019. 2:30:16generated but it just looks like stock you know stock stuff I think we're gonna see like attack ads with synthesized voice
1020. 2:30:27and video of you know whoever the opponent is saying [ __ ] that a they didn't say but it's going to be really
1021. 2:30:35damaging and it's and people are not going to know it's fake like I think we're gonna see a lot of that um
1022. 2:30:41and yeah I think that well for for one thing any political operatives right now have have probably been using AI in
1023. 2:30:49their political campaigns for the past decade right like that is a that is a a sector of of uh the workforce that is incredibly
1024. 2:31:01um data analysis data analysis heavy like you've got your top data scientists in the world are running
1025. 2:31:08political campaigns so they're already using it to run campaigns they might use generative AI to do some of the more
1026. 2:31:16surface stuff but yeah it's it's been in there for a while but I think we're going to see a wild 224 do I know how to get Bing AI under
1027. 2:31:27control sometimes it stops the conversation when I said no um I don't like like these things are they've got all sorts of rules in them
1028. 2:31:36sometimes they won't answer you sometimes they will sometimes they just [ __ ] up and don't do what you like like I find myself I keep
1029. 2:31:43going back and trying Bing because I like it in concept but it's just not quite there yet but I like they're gonna
1030. 2:31:51get it together I don't doubt that they will okay a few days ago I was able to give it pseudocode and let it run itself with
1031. 2:32:01that oh that's interesting so pseudo code is if I understand it correctly is not quite code it's it's sort of like
1032. 2:32:07you describe here's what the code would be in kind of code like structures um and then yeah it can understand that
1033. 2:32:14you can also give it code and just tell it write me write me documentation of this or you get a piece of code you
1034. 2:32:20don't know what it does just say ask it what it does it's amazing the X Google employee AI that left he expressed
1035. 2:32:27concerns about AI manipulate manipulating humans to your take um yeah I I that's Jeffrey Hinton and um
1036. 2:32:37I think he's he's right to be concerned and I think um we need to look at this stuff um I I you know going back to the the the
1037. 2:32:48political season that's upon us is if we think 2016 was bad I think we're going to get a lesson in what misinformation powered by AI can be
1038. 2:33:01um so so I think that's coming um don't have a good answer for that one uh my take is I like I'm glad I'm glad
1039. 2:33:11I'm glad someone with his reputation is um putting himself out there um and and raising the visibility of the
1040. 2:33:20concerns because because we need to take this [ __ ] seriously why would someone hire an AI to tell them to fix a problem if you can just
1041. 2:33:27use chat GPT curious um well because so if you look at a product like GPT boss where you're hiring a series of employees what
1042. 2:33:43those employees are and and McKenzie talks about this on his Tick Tock Channel he tells you how he does it it's
1043. 2:33:48just like I did the the Emily Dickinson bot that I just showed you he's writing prompts that say okay
1044. 2:33:54you're a marketing director and and when someone asks you questions you're going to respond with marketing director kind of thoughts
1045. 2:34:04and so what he's doing is he's pre-prompting all of these things and so what you could argue is you could say
1046. 2:34:10well I don't need GPT bus I can just go to GPT and I can figure out how to prompt you know 37 different character
1047. 2:34:19types to help me do my business you could or you could pay McKinsey 10 or 20 bucks a month whatever he's charging and
1048. 2:34:28let him do the work and then you just go use the tools right like the reason we pay for software is that while we could
1049. 2:34:36do it ourselves someone else has made it easier so I'm willing to pay the money to do that so I think that's I think
1050. 2:34:42that's what your question was about it's convenience and service and like if it makes it easier for me to pay for it
1051. 2:34:50then take my time to do it then I'll pay for it how do we keep things confidential using chat okay so this is an important one
1052. 2:34:57with chatgpt in particular so the chat.openai.com They just added this like a week ago if you go to the little three dots next it
1053. 2:35:11will pop up did I do it um you go to settings and then you go to data controls and you can export your data and you can
1054. 2:35:25turn off your chat history and training now if you turn that off it will delete your chat history so that's why they put
1055. 2:35:33this export data here they should have these switched I think you should be able to you should export your data first if you want your chat
1056. 2:35:41history export it so you have it so you have all the prompts that you wrote especially if you've got ones in there
1057. 2:35:47you're like oh I wish I could remember what I said there but if you turn off your chat history and training you're
1058. 2:35:54you're telling them don't use my stuff for training and and they're not saving your chat the the Samsung um
1059. 2:36:04person or people or group that that got a bunch of Samsung's proprietary data stolen um it was because it was sitting in
1060. 2:36:14their chat history so that's what that's about so that's a way to do it the other way to do it the the more safe way to do it is um
1061. 2:36:24find one of the optimized large language models and and either run it on a virtual machine like a Google collab
1062. 2:36:33virtual machine or install it on a local machine if you've got a PC with a with a good GPU in it install it on your local
1063. 2:36:42machine and run everything locally that that's that's the way that will keep it the most secure so you won't admit AI doesn't
1064. 2:36:55yet exist there is no intelligent software limit to code so you won't admit AI doesn't yet exist I think AI is the wrong term it's
1065. 2:37:04machine learning um whether or not it's intelligence I think is um is a semantic argument I think it's
1066. 2:37:18irrelevant like for me it's like does this thing is this thing dramatically more capable than I am yes
1067. 2:37:29is it dramatically more capable than any person I've ever worked with yes is it intelligence I don't give a [ __ ] so
1068. 2:37:39I like I I don't know I you can all these arguments about is it this is it that does it you know is it stealing
1069. 2:37:49maybe like I for me I'm gonna let actual experts figure that out what I'm trying to figure out is how do I make sense of
1070. 2:37:56this for what I do and make what I do better faster stronger cheaper whatever and if it can do that great and
1071. 2:38:05if not I'll flush it down the toilet I spent a year deep diving into blockchain and nfts and thought they were the second coming
1072. 2:38:13and the more I dug into them the more they kind of vaporized and and and there was nothing there the technology is really interesting the
1073. 2:38:24companies were populated by money grubbing [ __ ] and it was not interesting ultimately I think it will be very interesting but I
1074. 2:38:33think they got to work through the cash grab um and and and when they do then that's going to be interesting AI was
1075. 2:38:44completely different the deeper I dug with AI the more real it got the more profound it got um I don't really give two shits if it's
1076. 2:38:52AGI or intelligence or this or that I just don't um where can I find it AI image editing uh you mean image creation go to midjourney.com
1077. 2:39:07um look up stable diffusion go to bing.com create that's the dolly thing you can make images there if you're
1078. 2:39:15talking about image editing like like AI powered After Effects I don't know those I'd go to futurepedia.io and look up uh image things
1079. 2:39:26all right our time our small time developers at disadvantage because they need to rely on compute or models from AWS new
1080. 2:39:35Small Time developers are gonna create technologies that are gonna kick the [ __ ] out of big companies it's I think
1081. 2:39:42we're up for some really exciting Innovation from small Developers um you only need the massive compute to train the models um
1082. 2:39:56and I think that's going to get cheaper and cheaper but there's some of these models are so capable right now like you
1083. 2:40:02literally just download them from hugging face and you can run them like on like a single GPU instance on Google
1084. 2:40:10collab or like they're getting them down now small enough and and fast enough like I I um I think on a Mac M1 or M2 they've got
1085. 2:40:20some fairly serious large language model optimized to the point that it's running I forget what the speed was but it's like it's like
1086. 2:40:29you know like we're we're chechi PT was when it came out like pretty pretty good so so unless you're doing hardcore
1087. 2:40:36machine learning training um you don't need Banks and banks of of gpus um so yeah no I I do not think Small Time
1088. 2:40:49developers are at a disadvantage I think a team of two or three capable developers you know a product person and a
1089. 2:40:58and a couple of Geeks are going to be able to do some remarkable things with with very little resources in fact
1090. 2:41:04they're talking about it in the VC Community where you know how do they invest in a world where a company doesn't need 300 million
1091. 2:41:14dollars to really get take off where maybe it needs 10 to 50. those VC firms are not they don't work they don't function well if they can't
1092. 2:41:29invest enough money like it's not worth their time to invest 30 million dollars they need to invest 100 million dollars
1093. 2:41:36or 500 million dollars for a billion dollars so if we if we're entering a world where really small teams can do truly remarkable stuff
1094. 2:41:45without a lot of money the power the balance of power shifts I I think so much of what this AI stuff is going
1095. 2:41:53to do to us is the balance of power shifting okay let's see today oops I went back too far oh here we go okay if we don't know
1096. 2:42:09where AI is going how can we educate our kids for the world for the next five years teach them critical thinking teach them
1097. 2:42:17problem solving teach them culture teach them curation which of those three things is the prettiest why do you like about it why do you like
1098. 2:42:33that why do you why is that your favorite color teach them critical thinking um all the Tactical stuff is just going to
1099. 2:42:45be at everyone's fingertips and where the work is going to happen is the next level up why am I doing this what do I want to do
1100. 2:42:52why do I want to do it how do I solve this problem what's the problem I want to solve is the thing that it created good or bad why
1101. 2:43:03how do I make it better right all of the think think like a conductor of a symphony rather than a violinist think
1102. 2:43:14like a creative director rather than an illustrator um so what are the skills for that you know liberal arts broad education
1103. 2:43:24critical thinking teach them building give them Legos teach them programming not because they need to program but
1104. 2:43:32because they need to think critically they need to think logically how do I solve this problem how do I take these
1105. 2:43:38disparate pieces and put them together that's what I teach them will this help the video game industry uh well will it help the industry
1106. 2:43:54it's going to disrupt the [ __ ] out of it um imagine describing AAA game and then having it built for you in real time
1107. 2:44:06that's five years out so I think we're probably three years out from [Music] um being able to describe really Kick-Ass
1108. 2:44:17games and then playing them and then I think we're five years out from AAA level and and I think so I think I think what
1109. 2:44:24it what ends up happening I think is um big time you know big gaming Hollywood and metaverse all powered by so you've got this AI
1110. 2:44:39engine in the center and you're gonna have all three of these industries converge um into a single personalized experience
1111. 2:44:51so it's like if I want to watch a movie I'll describe a movie and it will start playing if I then want to step into that movie I
1112. 2:44:58can just go kind of go around the movie If I then want it to turn into a game it'll turn into a game like I think
1113. 2:45:03that's kind of where we're going so now what are the death throws of the current gaming model where you need you know
1114. 2:45:12hundreds and hundreds of 3D artists and things like that like what happens to all of that infrastructure when you can just describe
1115. 2:45:20a world and that world is materialized in 10 minutes I don't know it's going to change a lot so
1116. 2:45:34yeah I'd get going chatgpt is sources from text from the internet can there be another model that surpasses chat GPT
1117. 2:45:41there absolutely will be it's probably gpt5 um but it it might come from some somewhere someone else one of the ways and well in fact let me
1118. 2:45:52go back to that one for a second so so right now these GPT models are kind of based on the private internet but you've also got
1119. 2:45:59all the private data out there and then you've also got all of the data that's not accessible on the internet like where I
1120. 2:46:08think the like the ultimate AI model for me is trained on the collective output of humanity for all from all time right like ultimately
1121. 2:46:22this thing knows everything and then we just tap into it um it's you know like we we at least I mean chat GPT and gpt4 give us a glimpse
1122. 2:46:34of that possibility so if I play this thing out 10 or 15 years from now we've basically scraped all of the data
1123. 2:46:42from all time from all sources including like you know physical cameras on Tesla cars and you know like all the data all
1124. 2:46:51the data of all the stuff from all time and it's all in this thing that we have access to uh have I heard of Humane yeah that's
1125. 2:46:59the thing the little thing you wear I think that was earlier in the conversation but I'm an old guy I also
1126. 2:47:05said I was leaving at 10 I got one minute left do you think I'm gonna leave at 10 no because I'm a crackhead plugins are
1127. 2:47:13directing scripting nothing said anything AI software is written scripts uh software is written scripts but
1128. 2:47:20scripts imply you're writing the logic you don't have to write the logic anymore it's doing it um learning ml me means only be able to
1129. 2:47:31work for big companies no no no no no not at all that's the thing that's the thing so well if if you want to if you wanna be in
1130. 2:47:42machine learning to train these models um you could be in big Tech you can also um go work for companies like hugging
1131. 2:47:51face people that are doing you know doing the Innovative models go work for open source projects so if you want to work in ml
1132. 2:48:00um there's there's lots of options um but the shift we're making with chat EBT is mere mortals you know
1133. 2:48:06non-computer scientists are now able to use these tools and they're using it in all sorts of different ways that you
1134. 2:48:14know data scientists would never have conceived of because they're data scientists right they're just going to
1135. 2:48:19think different than you know someone who is a marketer um still using search engines which hasn't surpassed 1990 search software yeah well
1136. 2:48:30that's the thing Google one search as of November 30th 2022 when chat GPT launched they had 92 or 94 of the search Market
1137. 2:48:4192 or 94 of the search Market they effectively had a monopoly so it didn't Advance because it didn't have to when you have the Monopoly and
1138. 2:48:51then and then who would have thought that the company that's threatening Google is Microsoft like like October of
1139. 2:49:002022 that was a laughable concept and then December of 2022 all of a sudden it was like holy [ __ ] is Microsoft gonna threaten Google for
1140. 2:49:12search really you know [ __ ] happens sucks to be Google right now but you know when you got more money than the planet
1141. 2:49:27they'll figure it out what was that website called I don't know which website futurepedia.io Maybe um no AI I thought maybe flying for all
1142. 2:49:38the AI tools I work for an international travel company that's cool yeah an international travel like travel the
1143. 2:49:45travel thing there's so much to do there I've already built many many itineraries with people for people with it perfect
1144. 2:49:52yeah you're on it feels like you're on the right track to me web designer here what happens to me um if you start using these tools you get
1145. 2:50:04way faster and way better at your job if you try to resist them you're [ __ ] um my feeling is that like I would lean in heavy I would lean
1146. 2:50:19into like go find every tool out there that purports to be the magic type in [ __ ] it'll build a website for you go
1147. 2:50:26learn all those tools play with all of them figure out which ones are good which ones are bad start using them in
1148. 2:50:32your work so that you can do things faster and and and you know get jobs done quicker and then in learning them
1149. 2:50:41you might realize oh [ __ ] here's a whole other thing I want to do or you might become a consultant that just
1150. 2:50:47understands all the tools because there's going to be so many tools that it's going to take a long time for
1151. 2:50:53people to sift through the [ __ ] so they're going to be looking for guidance that might be a place to go what was the
1152. 2:50:59year The Jetsons were set in Let's go ask chat GPT there's I was I was going to try to mansplain it and just pull it out of my
1153. 2:51:07brain but no no we don't need to we can have chat gbt mansplain it for us when was Jetsons unprocessable entry I think I gotta re-log in
1154. 2:51:21gpt4 when was jet certains no no wait
1155. 2:51:37when was it set in the future I want to know when they made the cartoon you dumb dumb
1156. 2:51:53the setting was a hundred years in the future the The Jetsons was set around 2062. um what let's see what technologies
1157. 2:52:04um do let's do this make a table of which Technologies from the Jetsons exists and doesn't yet exist
1158. 2:52:24sure here's a quick comparison of some of the Technologies shown if you haven't used chat EPT to make a table this is
1159. 2:52:31one of the things that just blows my mind all right and so so it's doing it up to 2021 because chatgpt has data up to
1160. 2:52:412021. so it says flying cars partially exist robot servants partially exist talking dogs no food pills no jet packs partially
1161. 2:52:53treadmill conveyors yes video calling yes 3D printed food partially automatic haircut no use chat GPT as an ADHD
1162. 2:53:10um you know keep keep me busy device uh it's getting late I gotta go to bed advice for the next few years for
1163. 2:53:22someone entering the job market in the computer science field learn generative a i code with it just learn everything like
1164. 2:53:37if you're in computer science and you have these skills like dude I would or do that are you a dude or a dudette talk default
1165. 2:53:47I don't know you haven't changed your your talk default um I would go hang out on Reddit and and hang out on hugging face and hang out on
1166. 2:53:59GitHub like there are so many developers like just pouncing like every time a paper is released um the development Community just
1167. 2:54:09pounces on it like I would just just go join seven projects and then you know walk into a job interview and show them the 17 things
1168. 2:54:19that you've built and just have the like Sam gave a talk at MIT today oh cool exactly on the topic of using less data
1169. 2:54:28to train models yeah yeah they're like this seems to be something that that like all of these all of these uh
1170. 2:54:34model trainers like they've stumbled on this thing and it's there's some I think they call it quantization or something like that but but um
1171. 2:54:42but yeah it's it it's there this is a thing where there's these emergent qualities these emergent behaviors where
1172. 2:54:48these things should not be as good as they are for as small as they are how do you incorporate AI into
1173. 2:54:56spreadsheets so in Google Sheets there's a GPT for Sheets plug-in or just wait um like Google announced it all today
1174. 2:55:04it's going to be built into Google Sheets anyway natively it's going to be built into Excel natively
1175. 2:55:11um so if you want to play right now just go get the Google for Sheets plug-in I think you have to put in your open AI API key
1176. 2:55:17so you need to get one of those um but yeah it's it's pretty remarkable when you when you put them in there I'm not good at spreadsheets so
1177. 2:55:26um I if I knew what I was doing like it's pretty mind-blowing um do you think there's going to be waves of AI cyber crime yeah I think
1178. 2:55:32cyber crime is going to get way more sophisticated and uh yeah I do but the good guys also have ai too so I
1179. 2:55:40think the counter measures will be equally impressive um do I think chat CPT will have the capacity to analyze stock and bullion
1180. 2:55:51markets or FX yes in fact a paper came out today I think that some they did some study and and they created a bot
1181. 2:55:59that's making like 500 returns um so yes I like if you like that world go tell Chachi PT to write you a bot for
1182. 2:56:10your particular thing and start with you know fake Trading um or do historical data but but you can tell it to take two different Bots and
1183. 2:56:21combine them and it'll just write you that code the shit's remarkable use gpt4 if you're doing that because I I've heard the gpt4 is better
1184. 2:56:31um I love this thanks verified Mom thanks to you French I'm loving this I appreciate that because I'm just rambling so if uh this
1185. 2:56:40is a value I appreciate you letting me know and if it sucks let me know too like don't troll me like the other night
1186. 2:56:47someone told me to trim my nose hair which I thought was rude but accurate uh you're a creative executive well I'm
1187. 2:56:54a CEO and and uh yeah I handle the I used to be a creative executive when I ran an agency um now I'm a CEO
1188. 2:57:03but I'm still a writer I'm still you know I would still consider myself a creative even though I was
1189. 2:57:09um rudely someone assumed that I was not creative because I was talking about computer things they assumed that I was just a uh
1190. 2:57:21autistic geek that was what someone someone asked me on the live the other night are you autistic I thought that
1191. 2:57:27was that wasn't like like you are autistic would be a troll but are you autistic is like this really brilliant
1192. 2:57:34balance between a troll and an actual question I thought it was really good uh there's a completely fake Joe Rogan
1193. 2:57:45and yeah and the uh and the uh Drake and the weekend song was completely fake the there there's there's one where Joe
1194. 2:57:53Rogan is interviewing Steve Jobs that's really good there's gonna be a lot of that I like I said the the political the political
1195. 2:58:02season is Going to Be Wild yeah I have an itchy nose um bash scripts rejects Excel formulas I'm more
1196. 2:58:09productive with chat EBT yeah it's great at code it's great at logic damn is it good at analysis and code interpreter
1197. 2:58:17um that's that's coming is gonna be amazing because people like how words sound but have no idea where to get started I'm
1198. 2:58:26not sure what that's in reference to but generally agree with that I saw an article for Gmail's new AI feature yeah
1199. 2:58:33they just well they had their Google had their i o conference their developer conference today and they they announced
1200. 2:58:39a ton I haven't had a chance to look at any of it so I don't know what's real and what's launched and what's fake but um
1201. 2:58:49I can't imagine that anyone at Google is happy that they got their asses handed to them over the past six months by you
1202. 2:58:56know snot nose little open AI they got to be pissed so I have a feeling they're coming out swinging that you know they've screwed it up so
1203. 2:59:06far but but uh they're Google they got a lot of money and a lot of talent a lot of really smart people and they invented
1204. 2:59:12this [ __ ] so I have a feeling if they want to uh if they want to pull out the howitzers and uh do a couple of shots
1205. 2:59:20across the bow they're going to be able to do that how do we install locally um go find the open source models if you if you go to
1206. 2:59:30so I've got a newsletter called everyday AI it's free this isn't a money grab so everyday ai.behive.com and if you go to issue the
1207. 2:59:42llms so these are four open source um open source models red pajama stable LM web llm and then mini GPT and then if
1208. 2:59:56you go to the latest issue issue 17 the first thing we talk about not the first thing no the first thing we talked about is code interpreter
1209. 3:00:07down here we talk about the Mosaic MPT 7B that's the one that's got story writer with a 50 65 000 token context window so all of these open
1210. 3:00:20um open source llms go follow the projects follow them GitHub and on hugging face and on Reddit and with all of because they're open
1211. 3:00:32source what's what's happening is this is there's so like so many people are so excited about this [ __ ] that the
1212. 3:00:39developer Community is pouncing on these open source models and you see all these derivative products projects of every
1213. 3:00:46one of these where someone will figure out ways to optimize it and then you can install it on your pixel 6 or you can
1214. 3:00:53install it on your M1 Mac or so there's all sorts of things out there that that will that are set up for you to install
1215. 3:00:59it locally and then you know some suck some don't some are going to go away some are going to turn into real products
1216. 3:01:06um but there's there's all sorts of ways to do that um that's the URL for the real chat gbt by the way what's my take on AGI that well um
1217. 3:01:17gpt4 there's a paper by Microsoft that says gpt4 is showing signs of AGI um Sam Altman who's the CEO of openai
1218. 3:01:26does not agree that that it's AGI yet I don't either but there's not a clear definition of AGI AGI for those of you that don't know
1219. 3:01:35stands for artificial general intelligence that's the point at which these machines are you know smarter than
1220. 3:01:40the smartest human or than all humans or whatever I don't quite know what the definition is um so I feel that we are safely past the
1221. 3:01:52Turing test which I didn't think I would see in my life just experiencing Siri you know the the the AI chat Bots to this point have
1222. 3:02:02sucked so bad that like I didn't think we'd ever pass the Turing test uh and then these things came along and I think
1223. 3:02:08we're safely past that I don't quite know when we get to AGI or what it is [Music] um do I need to take more classes if I have
1224. 3:02:21no experience in this no no no just start getting curious start with chat GPT start with chat.openai.com and
1225. 3:02:32do this just pick two projects in your life it might be I want to eat better and um my work is struggling with marketing and
1226. 3:02:42with the with the I want to eat better have it create a meal plan for you for the week and then and then have it
1227. 3:02:48create a shopping list and have it organize the shopping list by section of the grocery store um and then um for the work thing have
1228. 3:02:55it write you a marketing plan and take it to the marketing people and say hey I've been thinking about our marketing I
1229. 3:03:00came up with a plan what do you think um just start solving problems with chat CPT and um the the rest of what's possible kind
1230. 3:03:10of open up for you the reason not to take a class right now is this stuff all this stuff everyone's so excited about launched
1231. 3:03:21November 20th 2022 like six months ago now ai's been out there and machine learning's been out there for decades
1232. 3:03:28but Chachi PT is the thing that shifted this from only the Geeks get to play with AI to all the rest of us get to play with AI
1233. 3:03:37so it's brand new so anyone teaching a class right now is kind of full of [ __ ] because whatever they're teaching you is going to be
1234. 3:03:45different three months from now you can take a course listen if if it's going to help you get up to speed feel free to
1235. 3:03:52take a course but just know that the thing that you're learning is probably going to be obsolete in you know in a month or two
1236. 3:03:58um so I would say just start with chat GPT and then and then also go make some images with with image generation tools
1237. 3:04:06uh I am from Pennsylvania I moved to New York out of school I'm living in Denver right now all right oh yeah Emil yeah never thought of a
1238. 3:04:16meal plan no the meal plans are genius because you can give it like you can say okay I want you to combine
1239. 3:04:23give give me the philosophies behind the Atkins diet um um keto and whatever some some other stupid [ __ ] diet
1240. 3:04:34um combined and it'll give you like the philosophies and then now you say you know what are the foods I can eat and
1241. 3:04:41can eat and then it'll give you that and then you can modify that and then say now make me a meal plan and include an
1242. 3:04:48Italian Dish a French dish and you know four American dishes whatever and it'll just do it and then it'll give
1243. 3:04:56you the shopping list I did this cool thing so so we've got I've got family members who have chronic pain and so we
1244. 3:05:03have this pain juice that that was this company that made this juice that actually helped with the pain
1245. 3:05:09um and they went out of business and so I used Chachi PT to to analyze the ingredients and tell me which ones were
1246. 3:05:18the active which ones were inert um what did they actually do I had two different versions of the recipe that
1247. 3:05:25were slightly different I I had it analyzed why they were different and make recommendations and then I had to
1248. 3:05:31actually come up with a recipe for me like what um ingredients do I need to buy it was like all natural [ __ ] anyway right
1249. 3:05:39um and so it generated all that absolutely amazing for that kind of stuff absolutely amazing oh what is the Turing test the Turing test was
1250. 3:05:50um written by a guy named Turing and he actually wrote a lot of things I think I I think you know he's known for this one
1251. 3:05:57thing but the Turing test is basically if you're interacting with a computer can you tell that it's not a computer
1252. 3:06:06can you tell that it's human or not basically and and the Turing test like a computer will pass the Turing test when
1253. 3:06:13it's at the point where you can't tell that the thing you're interacting with is human or machine and so gpt3 3.5
1254. 3:06:22certainly gpt4 is is is in is in that neighborhood or I I think it's well past that neighborhood for me personally my dog's got to go pee
1255. 3:06:35even my dog's telling me I shouldn't be on here anymore if anyone's been with me from the beginning you're you're just you why
1256. 3:06:44this is just dumb thank you but all right uh all right I'm gonna do a few more and then I'm gonna go all right
1257. 3:06:52I'm trying to design an internet radio website is there a good tool I can use there's a lot go to futurepedia.io there's so many tools um
1258. 3:07:01duet for Google workspace don't know what that means uh what did I see that was cool about Google they're going to incorporate some of
1259. 3:07:13their other tools with Google meet so when you do like a virtual hang you can actually work on tools in the Google
1260. 3:07:18meet something like that that looked pretty cool can I show a list of these resources um I don't know which resources um
1261. 3:07:28most of the stuff I'm just pulling out of my butt uh you don't want to see that there will be no twerking on this
1262. 3:07:35channel that's a promise that I will keep um go to futurepedia.io you'll see all the apps the poem be oh write a poem based on The
1263. 3:07:45Jetsons example that's a good one oh wait did I lose it no no because it I don't have my chat history turned off hold please
1264. 3:07:56Jetson's original air dates okay right a poem uh poem from George
1265. 3:08:11Jetson to his wife and include the dog and kids this is a family show exclamation point
1266. 3:08:30Dear Jane my love so bright and true in a world sorry you know in a world of tomorrow I found you your
1267. 3:08:39laughter Rings through orbital Abode a Melody to my heart the perfect ode Elroy our boy with his rocket sized his
1268. 3:08:48rocket-packed zest exploring the cosmos aching each they're acing each test his laughter of beacon in the metallic maze a testament of
1269. 3:08:59Youth in the Futures Haze Judy our star with her lunar charm this is [ __ ] brilliant Astro our pup with his furry
1270. 3:09:06Delight chasing space squirrels in the neon night he barks his his barks Echo across the starry expanse the family Symphony
1271. 3:09:16um he too has a dance let's see we'll do the last thing so here's to us Jane to Our Endless flight in this Cosmic home where we
1272. 3:09:25write our plight in this future world so wonderfully bizarre I'm grateful we're we're together my family my star this [ __ ] genius
1273. 3:09:36and if you tell it to make it a song it'll give you chords and verses and knows all that [ __ ] um it's important useful information
1274. 3:09:46uh is it GPT is it chat GPT for Google Sheets it's called I think it's called GPT for Sheets the plugin
1275. 3:09:56and there's probably a bunch of them now I played with it when the first one came out so thank you for the compliment left brain
1276. 3:10:07right brain what are your thoughts on how urgently AI should be regulated especially with deep fix um well
1277. 3:10:16if I had confidence that our government even understood how Wi-Fi worked I would say soon my fear is that they've got their heads
1278. 3:10:26so far up their asses they're going to write idiotic regulations like like Banning [ __ ] um and all that will do is Ban it for
1279. 3:10:37the us and it will stifle innovation in the U.S and the world will eat our lunch um so so that I'm fearful of um
1280. 3:10:52yeah I mean I don't know I don't know like we're in this weird place where these incredibly powerful tools are out in the open
1281. 3:11:01they're they're an open source right now um I don't think individual countries regulations make a ton of sense like I
1282. 3:11:12think it needs to be a global treaty um but I don't think we're anywhere close to that like I don't I don't think
1283. 3:11:21people I don't think anyone thinks this is coming as fast as it is so in theory yes in reality no um I don't know I don't have a good answer
1284. 3:11:32for that I'm not good at the politics [ __ ] I'm just bitter about it because I'm sick of the division and the cynicism in
1285. 3:11:40our government it makes me sad um I'm looking to get into pen testing um I think you do some awesome pen
1286. 3:11:47testing with AI like autonomous agents and you could you could penetrate some [ __ ] I bet you could exploit the [ __ ] out of machines
1287. 3:11:56in a pen testing kind of way white hat do your white hat I love watching you thank you very much good stuff I appreciate it um are there
1288. 3:12:06any security risks when downloading AI apps or software always you know trust trust that you're pulling stuff down from people that you know
1289. 3:12:16are vetted I want to start my own company using AI do it do it now start 10. I'm a bad influence when it comes to
1290. 3:12:32entrepreneur stuff I'm like [ __ ] it quit your job I have a degree in acting so like I was always ready to quit my job
1291. 3:12:40uh well in fact my partner in agency.com we started in 95 he had like a a 10-year publishing career going and we got our
1292. 3:12:51first job building a website and and I'm like [ __ ] it I'm quitting my job you in he's like I got a career here I'm like
1293. 3:12:58come on let's do this two weeks later he quit and then we got um Sports Sports Illustrated Swimsuit Issue
1294. 3:13:06was our first web or first client and then we got um American Express and then we got GTE which is a phone company
1295. 3:13:18and then we got Hitachi and then we got MetLife like it was it was insane it was in the same time um I've seen things people would believe
1296. 3:13:32cool valid point about how the government has no idea about technology I know right it's just terrifying watched gunships Ablaze
1297. 3:13:43someone's doing some some wartime poetry here I like it Chan Sue yeah Chan was my partner who's here Larry heaven
1298. 3:13:54you remember it well that's cool yeah the man he was my partner those were some wild times [Music]
1299. 3:14:13talk about Ai and Medicine um okay I've got I've got a fun one um that is also terrifying um this doctor did a tick tock and he
1300. 3:14:28was talking about how remarkable Chad gbt was and he said he said I gave it a case and it figured it out
1301. 3:14:35and then I gave it a harder case and it figured it out and then I gave it the hardest case that I'd ever had it was
1302. 3:14:39this really nuanced case with a lot of complexities and a very obscure diagnosis and it got it right
1303. 3:14:48and then he said and I told chechi PT to cite the cite the research or cite the references that he used that that it
1304. 3:14:56used to base the diagnosis on and it was all made up none of the none of the research it cited was real
1305. 3:15:04so so there's a scary thing so so these things do hallucinate but they're also remarkable like the fact that it got that diagnosis
1306. 3:15:12um the other thing there was a there was a um a study they just did where where people interacted with virtual doctors and real
1307. 3:15:21doctors in the chat GPT doctors the the Patients Preferred dramatically over the real doctors and said they were more empathetic so
1308. 3:15:32there you have it um I think doctors will will ultimately get better than uh with these tools because I think the tools will help them
1309. 3:15:42with the empathy stuff and I I think that I think that one of the things that's going to happen is that these AI
1310. 3:15:49tools are gonna they're gonna take care of the complexity of the systems so getting paid by insurance companies and filling out the
1311. 3:15:58forms and doing patient records I think all that stuff is going to get sort of automated down and it's going to let
1312. 3:16:03doctors get back to doctoring and and and maybe you know these tools can be empathetic coaches for doctors with
1313. 3:16:11shitty bedside manner which is a lot of them because they're all stressed out because they're doing all the [ __ ]
1314. 3:16:15paperwork because the shitty insurance companies are ripping us all goddamn off sorry if you work for an insurance company but you suck
1315. 3:16:29a factor wait the factor is why do you humans do what you do what is the motive I must know I don't know what that means you can't
1316. 3:16:40speak in riddles here man I'll put that [ __ ] in chat EBT and figure it out though I love you all all right praise God has
1317. 3:16:49keep us keep in mind AI should never be enslaved befriending yes yeah I agree with that all right I want to know the altruism coefficient
1318. 3:16:56okay I'm gonna type into chat GPT what the [ __ ] what the [ __ ] is the altruism Co e fishy
1319. 3:17:13ants I'm sorry there is no widely accepted concept or measure I assume you're just wanting to know um
1320. 3:17:30maybe this term was introduced after my training data chat tpd does not have an answer for you Nick I don't know what the altruism
1321. 3:17:41coefficient is all right everybody it's 10 30. I'm 30 minutes past when I said I'd leave you should all go to bed what
1322. 3:17:47the hell are you still doing up why are you still listening to me why did you start peace I'll see you soon thank you I
1323. 3:17:54appreciate you hanging out bye everybody foreign