aiLL 6/21/23 - Revolutionizing Business With Generative AI Disruption

Transcript

1. 0:00thank you
2. 0:25hey hey it's Kyle Shannon with the AI learning lab welcome everybody welcome to the show welcome to the live event
3. 0:34the nightly live event where I get on the the uh The Tick Tock and wax poetic about all things AI uh my name is Kyle
4. 0:44Shannon this is the AI learning lab I have a bunch of URLs behind my head I'll talk about those in a second uh I'm an entrepreneur
5. 0:52uh I've started 12 or 15 companies um I'm I am deeply invested in generative AI to the point at which you
6. 1:02know my fat 58 year old ass started a tick tock Channel about it um I've got some experience not in generative Ai and Science and Math but
7. 1:13in uh being an entrepreneur at kind of early stages of technology so I was a an entrepreneur in the early days of the World Wide Web
8. 1:23uh back in the mid 90s started one of the first digital agencies and the parallels I see to what's going on with
9. 1:29generative Ai and what was happening back then are huge so this channel is all about that it's about demystifying
10. 1:36Ai and and talking about it and I don't know trying it getting curious about it encouraging people to get curious about
11. 1:45it because there is a lot going on and it's going to be very very disruptive and it is a hell of a lot less scary
12. 1:53when you're in it than looking at it from the outside so that's what this channel is all about if you're brand new
13. 1:59to generative AI that URL right there is the official chat GPT website I am not affiliated with it in any way it's
14. 2:07really more there is a public service announcement because a they invented the [ __ ] at least the the chat gbt stuff
15. 2:16um and uh and it's really good and if you haven't played with it it is it may look like a fancy Google search from the
16. 2:23outside but it's anything but a fancy Google search it is a completely new thing and it's quite remarkable um the next URL down here is Bing
17. 2:33um that's Microsoft search engine bing.com you probably heard of that but if you click on their chat button that's
18. 2:39chatgpt4 and it's connected to the internet so if you want to try gpt4 for free you can go to bing.com and then if
19. 2:48you have any thoughts questions about generative AI pop them down below I'll do my best to answer them let me see
20. 2:54I've got some folks in here welcome everybody welcome welcome welcome welcome uh let's see when can we use AI
21. 3:01as a personal assistant that remembers info it's coming in fact open AI has announced that it's coming so so at some point within chat
22. 3:12GPT you'll you'll effectively be able to have profiles um I don't know if it's coming to chat GPT I know they've announced it for their
23. 3:20API so developers will be able to create a profile for for their users of the tool where I can put in my background
24. 3:29maybe my LinkedIn profile things like that and you won't have to keep putting that in every time so that's coming
25. 3:36um I think Apple when they announce their AI stuff um agents autonomous agents agents that represent you and know who you are and
26. 3:46act on your behalf and probably speak on your behalf those are coming um so so I think it's I think it's going
27. 3:52to be coming sooner than later but probably hmm like timing until we have something that's that's you know as simple as chat GPT that has
28. 4:05memory probably six months maybe sooner but probably six months um when can we use AI okay let's see hey Kyle thanks
29. 4:15for hosting these how do you see AI changing the land State landscape for Content creation fundamentally
30. 4:22I I mean and let me just put it this way we're we're transitioning from a world so it used to be that producing content
31. 4:32was really really difficult right in the 1800s and the the early 20th century you know you had to he literally like had to grind you know
32. 4:44things into a into a record and and it was really hard to make content and then you know um you know high-speed printing presses
33. 4:54come we can make lots of newspapers and then you know we move into the digital age and it gets easier to produce
34. 4:59content with generative AI we're moving into a world of essentially infinite content Generation Um so in a world of infinite content
35. 5:10generation a bunch of things happen one is there's going to be a shitload more content um and because these tools are powerful
36. 5:18it's all going to look really sexy at first right but then what's going to happen is it's just going to become like
37. 5:24this boiling sea of more content than we've ever seen before and it's going to be really hard to discern the good from the bad the real
38. 5:33from the fake the sales [ __ ] from the authentic content it's all going to get very very muddy and then I think what will happen is
39. 5:42true artists will again emerge out of the soup of content sameness and we'll start to see true Innovation we'll start to see real
40. 5:54um either super authentic content will resonate or super original content will resonate now it what it's going to be is it's
41. 6:04going to be this constant battle where someone someone will rise above the noise like they do now right someone
42. 6:09sort of emerges out of the out of the the content soup and becomes a star but historically it would take a year
43. 6:18for people to sort of catch up to them I think with this generative AI stuff someone's going to emerge and they're
44. 6:23going to be a star for a week or two and then everyone will copy them and then someone else will emerge so so I think
45. 6:30the cycles of sort of who Rises out of the soup and how quickly the rest of society catches up so so that's it at a macro level I think
46. 6:40in terms of what happens to all of the professions that make it up musician copywriter illustrator um designer
47. 6:52you know animator just all of that stuff um I think it changes dramatically and I think it changes quickly and I think
48. 7:00that the the people who have those skills that jump on the AI bandwagon and our AI literate are going to fare better than the people
49. 7:10that resist it and that's really why this channel exists so um will humans ever be able to upload Consciousness digitally to better
50. 7:20interact with AI probably not for some time um Ray Kurzweil says the singularity will be 2029 and I think some other
51. 7:30leading AI people say 20 30. they've kind of downgraded their their future thing so so that's probably that era where the machines are
52. 7:40you know start to start to behave in in sentient kind of ways um but if you're talking about uploading true digital Consciousness that's
53. 7:49probably not for 20 years so that's that's a bit farther out right now we've essentially got you know
54. 7:56what generative AI is right now is like super smart com uh calculators like super [ __ ] smart calculators it
55. 8:03generates all this amazing [ __ ] but it has no awareness of what it actually did it looks like it's got awareness but it doesn't
56. 8:10um so probably within five years we'll have things that start to have awareness of what they've produced and
57. 8:18and then 15 or 20 years it'll start to get scarily good and scarily conscious and things like that um avatars everywhere more value to live
58. 8:30streaming I yeah I think so I think avatars are going to be everywhere and it's I mean it's gonna it's gonna
59. 8:36get weird if you if you look at what Apple did with their Vision Pro goggles when when they were showing the the zoom calls
60. 8:44where you've digitized your face with the goggles and even though you're wearing these goggles you have a
61. 8:50synthesized version of yourself that is participating in the zoom call and it like it has cameras looking at your
62. 8:56mouth so it's your real mouth moving and it's your real eyes doing this and and like all the emotion stuff is synthesized
63. 9:04um so I think Apple's gonna normalize this idea of kind of a synthesized version of me you know representing me um
64. 9:13and so I think we're gonna see that stuff everywhere and then I I like I do like my this is just Instinct my
65. 9:20instinct is that real authentic people um are gonna be like refreshing and like yeah I want more real authentic right so
66. 9:29live music probably makes a dramatic comeback and I don't know maybe performance art you know makes a comeback something like that so
67. 9:40um it looks like we lost a bunch of people um so if you could just tap the screen share this live so we can get the word
68. 9:47out to people out there we get a bunch of people in here for a second but they all left I think they came in and they
69. 9:52saw me and they're like no no I'm out I'm out I'm leaving this is this is not for me not on a Wednesday
70. 10:01night no we don't do this not if we've got a sudden power grid blackout yeah yeah if we do a an electromagnetic pulse
71. 10:09weapon on the country then I think AI stops in its tracks for sure all right with Jedi would gen AI nullify
72. 10:18human imagination fantasy created creativity Etc so here's been my experience even though these tools are creatively like off the charts
73. 10:34um competent for lack of a better term I'm finding myself being more creative and more creatively inspired than I've
74. 10:44than I've probably ever been in my life um so I find the exact opposite to be true that what what the what the tools
75. 10:51actually do is they remove creative roadblocks where historically I would have had an idea and then I get stuck in
76. 10:57trying to find a piece of software to do that or or oh I've got to write the outline for that story and I don't
77. 11:03really feel like writing an outline just all that all this sort of annoying annoying blocking and tackling [ __ ] of creative ideation
78. 11:13these tools do that stuff brilliantly so like you can get to 80 percent like that and then the refinement you you just
79. 11:23kind of live at a higher creative plane so I find myself I I find it inspiring me to have more ideas be able to more
80. 11:30quickly execute those ideas uh be able to deliver them just at a different rate than I've ever been able to before
81. 11:39so easier to copy harder to create moats as content creators um yes the moat thing is really interesting the
82. 11:50idea of Mo having a have a having a competitive advantage as a content creator yeah for example so a month or so ago that song came out
83. 12:05that was a synthesized version of um the weekend and Drake and it wasn't a super great song but but it sounded enough like them and you know
84. 12:16someone put it on Spotify and it immediately got like 600 000 streams and then over the course of a week it got like 20 million
85. 12:23so so here's a piece of effectively fan generated art that is is behaving you know at a at a performance level you
86. 12:37know way above fan generated art normally does um and and you know Spotify pulled it down and then a week later
87. 12:53um Grimes Elon musk's EX um she put out a statement and she said you know synthesize me all you want make as many knockoffs of my music as
88. 13:06you want just give me half which I thought was a really brilliant move right so what what she kind of
89. 13:13recognized is there's no way she's ever going to be able to compete with the fan generated art like if you if if regular
90. 13:20people have tools that allow you to make an original new Billy eilish song you know in a couple of hours on a
91. 13:29Saturday and put it out to the world Billy eilish isn't going to be able to battle all of that Grimes isn't going to
92. 13:36be able to battle all that so so what she what she's kind of doing is okay I accept that there's going to be a new
93. 13:42reality and I'm just tossing my hat in the ring to say just pay me half and she'll probably get a lot of people making music on her behalf
94. 13:51that's synthesized that some percentage of them will pay her half and some percentage of them will create hit songs that that are out
95. 14:00there so um that's just it in music so I I like where's it actually gonna go I have no [ __ ] idea but but I think it's I
96. 14:08think we're all going to have to rethink where's the value in what we do in content Creation in work product um
97. 14:20if I can write a business email that's super professional in two minutes instead of 30 minutes is that a bad thing
98. 14:32I don't know I don't think so but it's definitely a different thing right so it's crazy all right will they
99. 14:42create an audio response GPT yeah and in fact you can do I just downloaded there's an automation for iOS where you can you basically go
100. 14:52if I say it it'll bring it up but you basically say he Siri and then some phrase for chat GPT and you can start talking to it
101. 15:01um that that's going to come pretty quick and and you can you can hack that together right now so you can just go
102. 15:06look for a a YouTube video on that uh can you quickly give your background sure um I'm a Storyteller by training I have
103. 15:13a fine arts degree in acting I moved to New York City out of school started ran a theater company for four and a half
104. 15:19years then I uh went into to a manic two-year period where I wrote seven feature-length screen plays um and then right around the the end of
105. 15:28that phase uh the World Wide Web showed up so in 94 um I started messing around with this thing called the world wide web and had
106. 15:38an idea for an online magazine and launched that in 1994 with my wife and then um right around that same time I
107. 15:46co-founded agency.com which was one of the first digital agencies so had a real Epiphany around the world wide web like
108. 15:53holy [ __ ] this is going to change everything in fact everything's different but no one knows it yet right and so I spent um
109. 16:01you know five years um sort of just growingagency.com and then it's been another couple of years there after the.com bubble sort of
110. 16:10managing through that ended up selling that to Omnicom in 2002 and then um my current company storyvine was founded
111. 16:20in in 2012 it's called storyvine I'm the founder and CEO and the inventor of it it's an automated video storytelling
112. 16:27platform so I've kind of had storytelling kind of running through my my career um just different ways but I've but I've
113. 16:34always been really enamored with technology and how you apply technology to real life right to business to people
114. 16:44um and and so this generative AI stuff when I when I kind of had my my Epiphany about it it was it was very reminiscent
115. 16:52of the Epiphany I had about the world wide web and I'm like this [ __ ] is changing everything but no one knows it yet
116. 17:00although that's not true the the adoption of of generative AI of chat GPT is insane so the World Wide Web to get
117. 17:09to 100 million users it took six years from zero to 100 million users Chachi BT six weeks from zero to 100 million users chat CPT
118. 17:20took six weeks so a lot of people know about it a lot of people are using it um there's an interesting piece put out by Ethan Malik
119. 17:29a couple of days ago that talked about this idea of secret cyborgs and and what is peace basically talks about is
120. 17:37these generative AI tools are incredible personal productivity tools So within big companies or within companies a lot
121. 17:46of individuals are using generative AI but they're not really talking about it they're not telling their bosses about
122. 17:52it so you have you have all these secret cyborgs within organizations that are getting AI literate and getting super
123. 17:59efficient and then you have the organizations themselves that don't have the data policies for AI they they
124. 18:04haven't picked the platform yet they they haven't made an investment in it they might not understand it but the
125. 18:11employees aren't talking about the fact that they're using it so there's this big disconnect and you know what what Malik talks about
126. 18:18is the the the way out of it is that the bosses basically need to you know you know uh say make a safe Zone to say hey
127. 18:27if you're doing generative AI that's a good thing you're not going to get fired um I understand that you might be doing
128. 18:33in four hours what used to take you 40 hours I want to learn about that like bring that forward right and and I don't think
129. 18:41a lot of organizations are doing that so we're in a really fascinating time right now where the the power Dynamic might be shifting um
130. 18:52so I hope that gives you a sense of my background uh if you've got any questions about AI pop them in the comments below
131. 19:00um the I was talking about these before chat.openai.com that's the official chat CPT website Bing is Microsoft's version
132. 19:08of chat GPT if you go to the chat um button at bing.com and then poe.com is the the reason I put this one up here
133. 19:17there's there's six different large language models that you can play with at po.com so one of them is theirs
134. 19:24um two of them are open AIS and three of them are from a company called anthropic which is really really interesting so
135. 19:31that's what po.com is all three of them are basically just if you haven't played with chat gbt within three of those there's
136. 19:39something free for you to go play with that's really interesting prompts.chat is a document that will teach you about
137. 19:45prompting and interesting things you can do and then futurepedia.io is um a directory of AI apps there's like 4
138. 19:54000 of them in there like 3 700 some some crazy amount of just apps music apps some animation apps and film apps
139. 20:02and writing apps and copy apps and whatever just there's a ton of [ __ ] there so I can't keep up with it anymore
140. 20:07so I put that there if you've got specific things the other thing that I'll share with you is I started um
141. 20:17a community called the AI salon so if you go to the salon.ai there's a link tree there we do bi-weekly meetups where
142. 20:26we meet in person here in Denver and then we meet online as well we've got a YouTube channel where you can watch past
143. 20:32meetings we've got a Discord server where you can geek out and ask questions and do stuff so that's what that is and
144. 20:38then if you go to Twitter and go to Everyday AI news that's a newsletter that I put together with a guy named
145. 20:44Greg mushin and and we just cover a lot of new [ __ ] there so that's all there for you as well um all right what's your biggest fear
146. 20:54about this technology hmm that's an interesting one I think my biggest fear right now
147. 21:14is is how fast it's moving and how disruptive it's going to be um and how unprepared a lot of us are for the the changes that are coming um
148. 21:30although I think that's temporary right I think it's a I think it's a two to three year window where these where these Technologies
149. 21:38dramatically change every knowledge workers job every creative workers job and and probably a lot more beyond that
150. 21:47but like like knowledge workers and creative workers historically have been fairly immune to the automation game right like because you
151. 21:59know well they you know it can't do creative work and it can't do data analysis and the things that humans do well now it can and
152. 22:10you know it's almost like the more specialized your knowledge worker your creative work is the more you're a
153. 22:16threat so but I but I don't I don't know that people kind of grasp how how significant that that threat is and how
154. 22:23profound that change is going to be so so so for me it's that it's it's just the the speed with which entire professions are going to be
155. 22:34completely redefined and if people are sitting from the outside looking in it's just going to seem harsh
156. 22:44and and unexpected and that's why I'm doing this channel is start getting curious about this and if you whatever
157. 22:52your skill is or whatever your passion is start learning how to do that with AI tools um and you'll be much more prepared um
158. 23:02when the changes happen so that's it I mean there's there's like a lot of the a lot of the fear-mongery kind of things
159. 23:09like it's going to destroy humanity and things like that yeah there's probably going to be some some headline making
160. 23:16awful things where some bad actor used AI to take down a power grid here that I don't know you know I feel like [ __ ]
161. 23:24like that's going to happen but that doesn't scare me as much as like even if even if the changes that AI precipitates are super positive
162. 23:36they're still going to be massively disruptive right because because how I how I see it is this we've got so so let's say here's
163. 23:44our economy right it's flying along like this and our economy takes this much effort from human beings to maintain this level of economy
164. 23:55with generative AI tools there will be less effort required to maintain the same level of productivity or even increase the level of
165. 24:06productivity so so right now it's relatively even right we have economy here input here as you drop this and maintain this or
166. 24:17even increase it there's this Gap here and that Gap is people's time so what are people going to do with the extra
167. 24:24five hours or 10 hours or 20 hours a week that used to they they used to do this menial kind of data entry job and
168. 24:34now that's just automated right and what do they do with that extra time some companies will just lay off those
169. 24:44people right oh let's get more profitable layoff lay off our costs and right others will find ways to you know keep
170. 24:53these people busy and and you know keep increasing productivity right that's good for the economy that's good for their business
171. 25:00and then other people will get displaced out of here right they'll get ejected out of the the work force and then
172. 25:09they'll say things like well you know I [ __ ] hated that job anyway you know what I really want to do
173. 25:17and now they've got access to all these ai ai tools as well and so I don't know it's a great question I I wish I had a
174. 25:26better answer for you it's kind of a shitty answer but all right Windows 11 upgrade Dell or HP two in one touchscreen laptop I am a Mac
175. 25:34guy I have no [ __ ] idea on Windows machines and I've I've been an apple Fanboy since 19 1777 with the Apple II the Original Apple II
176. 25:51and then the Mac so I have always been a Microsoft hater except for the past six months where they are kicking ass and
177. 25:59being a huge pain in the ass to Google which is entertaining to watch but I don't know I don't have a clue on on
178. 26:05which one to to buy buy the my like as a Mac guy my answer to which one should I buy is the most the most powerful one
179. 26:13you can afford is always the answer so I assume it's the same on the PC side Congressman Jeff Jackson made a tick
180. 26:21tock stating something about how significant this will be yeah and it and and there was a CNN article yesterday
181. 26:29talking about the fact that the the Biden Administration is making um AI policy a a high priority that this is urgent
182. 26:38um so I think they're they're taking it seriously um they're bringing on actual smart people into the government to to do that
183. 26:45so I mean fingers crossed you know I mean the government doesn't really understand what [ __ ] Wi-Fi is so I
184. 26:51don't quite know how they're going to get their heads around this stuff but I think they recognize that they have to
185. 26:56the EU is taking it seriously we'd better be taking it seriously um if you want to read a really good
186. 27:03piece there's a great piece um it's not a piece um the city of Boston put out um a set of guidelines for generative AI
187. 27:13let me let me go show you this um I think I think other cities should follow suit like the fact that San
188. 27:20Francisco and New York haven't done this is beyond me um and it wouldn't take that long to do because quite frankly
189. 27:30you could just take what the city of Boston did and pop it into chat gbt and say write one of these for New York City um let's see Boston
190. 27:42um guidelines wait for generative AI
191. 28:02so go Bing or Google search guidelines for using generative AI so this is from the city of Boston right
192. 28:15city of Boston interim guidelines for using generative AI here's the purpose here's sample use cases there are some
193. 28:23use cases where it can be beneficial write a memo to the chief Innovation officer about the potential benefits for
194. 28:30the use of General Dubai in city government here's principles they're including principles it should be used for
195. 28:38empowerment inclusion and respect transparency and accountability Innovation and risk management privacy
196. 28:44and security public purpose right this is good stuff fact check and review all content right the these generative AI tools chat EPT
197. 28:53hallucinates is what they call it it lies I call I like to call it mansplaining as a service it's just it
198. 29:00just lies and so they're talking about that they're acknowledging that so if you do your work check it you know check
199. 29:06its accuracy don't share sensitive or private information in the prompts right because open ai's learning on this stuff
200. 29:13and and that's not secure right more examples do's and don'ts right so it's it's an eight page document it's a super easy read
201. 29:22um this kind of stuff to me says that you know these tools are going to be increasingly part of our daily existence right
202. 29:35um Microsoft is rolling this stuff into Office 365 they're rolling it into windows 11. they're rolling it into like
203. 29:43Google's gonna do the same with Bard across all of their office suite it's already a notion it's already if
204. 29:51you go to GitHub there's this thing called co-pilot that will help you program your code um this stuff's gonna be everywhere
205. 29:58Dropbox just Dropbox just did an announcement today that you're able to um interrogate documents within Dropbox so
206. 30:09you have a 100 page document in there you can just click on it and start push the summary button it'll summarize that
207. 30:15hundred page document tell it to give you the top 10 key takeaways from the document boom there they'll be
208. 30:22um this stuff's going to be everywhere it's going to be quite ubiquitous so all right um let's see Jeff Jackson and that he's
209. 30:33on the tech committee and they know deep fix will be an issue 2024 the the 2024 U.S presidential election is going to
210. 30:42make 2016 and 2020 seem like Child's Play when it comes to misinformation and deep fakes it's gonna be [ __ ]
211. 30:50Insanity that's my prediction like I don't know I'm not working for any political operatives but I guarantee you
212. 30:56the political operatives they got this [ __ ] figured out right now you know they're generating you know
213. 31:02photos and videos of you know all of their uh competitors doing compromising [ __ ] with zoo animals you know that's coming I do [Laughter]
214. 31:17I'll Stand before you today and I tell you I was never with that gorilla at the Cincinnati Zoo I promise you that wasn't me foreign
215. 31:27that's coming oh it's gonna be wild okay um all right I'm still all right though we're all still all right but but here's
216. 31:36the thing why why what what I'm encouraging in this channel start getting curious about AI don't sit on the sidelines don't think that you
217. 31:45have three years like I'll get to it you know I'll maybe I got retirement coming up yeah you know maybe I'll just uh dick
218. 31:54around for a little yeah now I would get in in it as as soon as you can all right uh if you've got questions
219. 32:03about generative AI pop them in the comments below uh I will do my best to answer them I can show stuff things like that all right
220. 32:13um let's see what else to talk about um anything interesting going on let me go look at we did a couple of interesting threads
221. 32:31the secret cyborg thing where where that Ethan Malik talked about that one's really interesting to me where he's
222. 32:39basically talking about workers workers within companies becoming AI literate and the companies not becoming AI
223. 32:45literate and that Gap that's forming that's really interesting to me um I can if you want I can show um how Chachi BT works the difference
224. 33:01between free chat GPT and paid chat GPT I can talk about plugins there's a couple of cool ones how do you get an AI
225. 33:08based business off the ground a simple one could you do a test case um let's go let's go that's so generic that whatever I do is
226. 33:21probably going to be completely useless to you but I I can at least share with you how I would approach it
227. 33:29um so I'll use so so here we are at chat GPT if you haven't been here before down the left hand side this is my
228. 33:37um prompt history so this is basically the the history of what I've done and then the interface here is just it's
229. 33:45like a simple text box and that's basically it and then I've got chat GPT 3.5 which is super fast and then gpt4 if
230. 33:54you pay for the the GPT Plus subscription you get access to gpt4 and you can use the one that's connected to
231. 34:03the internet and you can use plugins I'll just use 3.5 all right so the the the exercise here is how would I get an AI business off
232. 34:13the ground so so here's the deal with business in general is I wouldn't worry too much about it being an AI business
233. 34:19what I'd say is you want to get a business off the ground powered by AI um so so let's see um I want you to act as
234. 34:35a seasoned mantra entrepreneur who can guide me to come up
235. 34:50with a business that is easy let's see easy and cheap to Launch
236. 35:06um leverages generative AI in a way that other businesses
237. 35:22might miss um um and I can start taking action on
238. 35:38tonight um let's let's just ask it do you understand absolutely I understand of course it
239. 35:53understands Chachi BT you can make money okay let's see what it says here one potential business idea that
240. 36:02leverages generative AI is creating personalized digital artwork with the advancement of generative AI
241. 36:07Technologies okay so I hate that and I'm going to tell it I hate that I'm going to say um everyone is making
242. 36:18AI art and the market is already flooded please give me 10
243. 36:33business ideas that are different than that and have a high chance
244. 36:49of being unique I don't think unique is important but you know if you want something non-obvious tell it you want something
245. 36:58not obvious so then it says AI powered personal stylist develop a platform that you utilizes generative AI algorithms to provide to provide
246. 37:09personalized fashion recommendations based on a user's preferences that one's really interesting because that one you
247. 37:15could you could actually knock out a prototype of that using zapier in probably I don't know two hours even if you don't know zapier
248. 37:27AI enhanced language language learning I don't personally have any interest in that and I think that um
249. 37:35you know people aren't going to need to learn languages the the AI is just going to do the translations in real time so I don't think that's
250. 37:43that's that's not long-term viable or at all interesting for me AI driven virtual travel experiences so so this could be
251. 37:52really interesting because short term you could create virtual travel experiences in fact I think some of the
252. 37:58Google Map stuff where you can do tours now and it does like these drone flyover tours you could do virtual um
253. 38:08vacations and then actually book The trips right so so like you could do some sort of new kind of travel agency where
254. 38:17people get to experience the the destination before they get there AI powered mental health companion I think this is going to be a massive
255. 38:25massive uh business but anything in healthcare just because of HIPAA and privacy and insurance and things like that is going
256. 38:34to be complicated but if you come up you know you don't even have to call it mental health companion this could be AI powered you know um
257. 38:45business mental health coach right like like you could you could figure out ways to spin that so that's interesting um AI
258. 38:53optimized meal planning again I think that one there's going to be just a ton of competition there but I think that's you
259. 39:00know viable sustainable fashion Marketplace establish an online Marketplace that uses generative AI to
260. 39:07curate and recommend sustainable fashion products that's kind of interesting because I bet I bet that there's these are probably
261. 39:15really complicated Supply chains they're probably very Dynamic you know like suppliers probably go in and out of
262. 39:22business so if you knew stuff about logistics that could be interesting AI enabled personalized Fitness coach
263. 39:31and again there's going to be a ton of those and apple already essentially does that with with the watch and things like
264. 39:38that smart home automation I don't know again I just feel like that that's like the barrier to entry to do that well I
265. 39:46don't know how you compete with what's out there personalized music composition everyone's going to be doing that I
266. 39:51wouldn't touch that one with a 10 foot pole um and then personal uh personalized assistant for productivity I think
267. 39:57Apple's gonna do this one so I think the last five they're pretty shitty but let's let's take the AI styled personal stylist so
268. 40:07so I'm going to say okay okay I like number one um please help me
269. 40:21narrow the focus by asking me a series of clarifying questions
270. 40:38to determine my market do not don't ask the next question until I answer
271. 40:54um the the current one and that instead if you don't put that it'll just give you a list of 10 questions so hopefully what this will do
272. 41:04is ask me a single question certainly let's narrow down the focus of your business who is your target audience for the AI powered personal
273. 41:12stylist service let's say Gen X single men who don't have any fashion sense
274. 41:29great targeting Jenna single men who lack fashion sense with your AI powered personal assistants could be a niche and
275. 41:35potentially lucrative Market it this thing does tend to give you it does tend to blow Sunshine up your ass so it tends
276. 41:42to give you some pretty good stuff okay are you planning to offer this service exclusively online or through a
277. 41:47combination of online and in-person interactions that's interesting um online to start and I think it might be fun to create an avatar
278. 42:05that rep resents the brand see what it does with that and so you'll notice what it's doing now so it's so it it you know it remembered
279. 42:18the stuff up above I asked it to to ask me clarifying questions it's incorporating what I said in the previous answer in in each
280. 42:28question so that sounds like a great approach offering an AI personal stylist serviced primarily online allows for
281. 42:35scalability and wider reach um creating an avatar to represent your brand adds a unique and engaging element
282. 42:41moving on to the next question how will you gather information about your Gen X single male customers and provide first
283. 42:47personalized fashion recommendations we'll use a questionnaire a visual preference test or a combination of of both um um I'm not sure
284. 43:02I don't even know where I will find my customers can you help me figure
285. 43:16that out certainly so let's see here are some questions to help you identify your acquisition channels where do Gen X Men who lack
286. 43:30fashion sense tend to spend their time online Are there specific social media platforms forums right is there any
287. 43:37existing fashion so it's asking a bunch of good questions here so now what I'm going to say is well those are great questions now
288. 43:45you'll notice it sounds when I'm talking wait those those are great questions it sounds when I'm talking to this thing
289. 43:52like I'm talking to a person that's one of the things I found with this GPT stuff is it's more like working with an
290. 43:59assistant or an intern than it is like a Google search well those are great questions um how about you answer them
291. 44:10answer them for me based on your experience and guide me um
292. 44:25down the right path and notice I put a pretty bad typo in there it doesn't care about typos Chachi PT's brilliant with with typos okay so
293. 44:37so let's see based on my experience here's some customer acquisition channels social media platforms Facebook Instagram and
294. 44:45Twitter are popular platforms where you can find and engage target audience join relevant fashion and style related
295. 44:51groups share valuable fashion tips establish your brand so it's not only telling me the kinds of groups to find
296. 44:59but like what to do with them the kind of content to produce um find fashion and style influencers right so bloggers and Gen X who cater to
297. 45:08Gen X Men right so there's already people who have found these people so you can go find them um collaborate with them by sponsoring
298. 45:17content or request product reviews fashion forums and communities local events and networking targeted online
299. 45:23advertising right so and and then basically I would just go on and on and on and uh and that's how I would do it
300. 45:32so hopefully that helps I know that was a bit of a rabbit hole but you know what are you gonna do that's what we do here we do rabbit holes
301. 45:40rabbit holes are fun rabbit holes are tasty looks like we have some new folks here my name is Kyle Shannon this is the
302. 45:45AI learning lab uh these URLs behind my head are just if you haven't played with chat GPT I this is it's now I'll tell
303. 45:54you what it's a requirement of the channel now if you're gonna watch me ramble on and babble about this [ __ ] at
304. 46:00least go play with chat gbt which is chat.openai.com I'm not affiliated with it I'm not making money if you click
305. 46:07there I don't give a [ __ ] if you click there but you should go click there um I was just playing with chat GPT if
306. 46:13you were watching me do that come up with that business idea um bing.com if you click on the chat button that's also chatgpt it's gpt4
307. 46:21it's connected to the internet and then po.com has some [ __ ] as well so that's what that is um I'm feeling personally attacked LOL
308. 46:30is that you single and no fashion sense no I'm married and have a wife that buys me really nice shirts but I have no
309. 46:36fashion sense but my wife does so that's handled uh um uh chat GPS I'm listening it's interest it's interesting and real um chat GPT um cool
310. 46:51um yeah if you've got if you've got questions about uh generative AI pop them down below some of the other things
311. 46:57yeah this shirt is good for reading text in front of normally I've got these shirts that have all sorts of white in
312. 47:02them for some reason and the text is impossible to read this is a pretty good one so like it's even got a little grid
313. 47:08I can put the text right on it it's pretty good um let me talk a little bit about these URLs so so that one's chat GPT that one's being po
314. 47:19um allows you to play with chat GPT but they've also got their own version of chat EBT you can also play with the
315. 47:25anthropic Claude models there and one of the clod models there has a hundred thousand token context window you have to pay for it but
316. 47:35a hundred thousand tokens means 75 000 words so if you go to po.com and pay for it you could paste in a 75 000 Word
317. 47:44document into your chat window and start interacting with it it's remarkable I post I pasted in the other night I
318. 47:52pasted in the entire screenplay of 2001 A Space Odyssey started talking with it pretty amazing um any world word on multimodal llms nope
319. 48:05gpt4 is multimodal but it's not live yet right you can't upload an image and there's also code interpreters coming
320. 48:12from for from chat GPT which allows you to upload other documents to it um they're going to start adding in
321. 48:22um like profiles so you can have memory about who you are in it none of that shit's live yet um I think hang on
322. 48:33on the open source Community side of the house if you go to Reddit and just just search for open source llms on Reddit there's going to be a
323. 48:44bunch of um subreddits there that that are talking about all the stuff going on with with open source models I know some of the
324. 48:53open source projects have some multi-modal stuff going on and for those of you that don't know multimodal just
325. 48:58basically means you can upload pictures or audio or video or words or you know all that sort of stuff and it will be
326. 49:06able to interpret them so gpt4 when they announced it they said it was multimodal and you could basically like one example
327. 49:14that they showed was they uploaded a like literally a napkin sketch of a website um it ocr'd the the poorly written text
328. 49:25on the napkin and it took the interface and it wrote HTML code and made essentially a functional website out of
329. 49:32a napkin sketch so so like that's the kind of [ __ ] that's coming it's just it's not there right now
330. 49:38um but there's pieces of it you can see little pieces of it all around there's not glued together how can I dump all my writings into
331. 49:45Dropbox for chat GPT I I don't know that they've launched that yet I know they made the announcement today but basically
332. 49:52Dropbox is just like Google Drive where you can just transfer your stuff over get a get a Dropbox account start
333. 49:59dumping word docs or text files into it PDFs into it and then you'll be able to go search on those um but I would go to Dropbox look at
334. 50:09their announcement and see when it's going to go live like I don't think it's live right now like a lot of this stuff everyone's
335. 50:15jumping on the bandwagon to go we've got AI too and a lot of it ain't real yet all right I'm trying to use chat GPT to
336. 50:26build a simple IOS app as I listen to you oh that's awesome yeah exactly do that and and you know like depending on your your level of
337. 50:37sort of technical understanding and experience you can have it give you very remedial stuff like like um
338. 50:46I was doing some things like like it took me nine different attempts to get stable diffusion up and running on a
339. 50:52virtual machine on Google collab I just kept it just kept failing like I didn't quite understand what I was doing and then
340. 51:00and then I started to get that I could ask chat GPT like really fundamental questions like like it would say you
341. 51:07know go install this Library you know using this you know command line interface and I'm like uh I don't
342. 51:12understand what that means and it would fully explain it to me and give me step-by-step instructions how to do that
343. 51:18one little step so so yeah that's awesome um yeah tell me tell me if you uh if you what you come up with that's
344. 51:24that's really awesome I did a talk on chat GPT on LinkedIn live today fantastic 258 people attended and that's awesome
345. 51:34I learned so much from you oh thank you very much well and and you know Kudos like the the that I think more important than learning
346. 51:44this stuff is talking about it so the fact that you're just out there going here's what I've learned like that's why
347. 51:50this channel exists that's like that feels like the magic to me it feels like what's really necessary right now because this is scary [ __ ]
348. 52:01like if you're if if you're a copywriter like we had a we had a salon this week um what's today Wednesday last night
349. 52:09we had an AI Salon last night and this woman showed up and she's a copywriter and she you know she's an older woman and she's been a
350. 52:18copywriter for like 30 years and she's scared and she was like you know I don't really understand this
351. 52:26stuff and I went to chat gbt and I like tried to get it to do stuff and I wasn't all that impressed so I don't get it
352. 52:35um and she was just in that place of like like do I have to be worried about this and the answer is yes
353. 52:43but you know what we told her and what I think is the right thing is just you know just stay curious like show up to
354. 52:50events like that you know as you learn stuff start teaching it I I can't tell you like the amount of stuff I learn
355. 52:56from doing these is is staggering um but it's but it's it's super important to demystify this [ __ ] make it less
356. 53:08scary because once you get into this like once you like I feel I feel like this AI stuff like every person that that
357. 53:17gets curious with it has this Kevin McAllister moment you know from Home Alone at that moment uh it's like it's like at some point you
358. 53:29know you're kind of like yeah I sort of get what what chat GPT is and at some point you do something where it does
359. 53:35something that you know something about and it does it as good as you did it or better and it does it like that and you
360. 53:42and that's the moment where you go I had no idea I mean that's an amazing moment to watch when you see people the [ __ ] the
361. 53:52lights go on and they're like it can do that I had no idea I had a 10 year old tell me this changes everything and he's right 10 year old
362. 54:05looked at this [ __ ] and said this is completely different um I missed the Dropbox announcement what's that all about let me go see if I
363. 54:14can find it and I'll show it here there Dropbox here it is let me I will flip my camera around we'll do we'll do movie time
364. 54:30movie time movie time let's watch some movies together all right um damn
365. 54:46is this it yes hi I'm Drew Houston co-founder and CEO of Dropbox and I'm excited to share some
366. 55:00new ai-powered product experiences that we're launching today to help improve your working life when I first founded
367. 55:06Dropbox it was all about making it easy for you to store share and access your files anytime from anywhere and while
368. 55:13the world has changed a lot since then you don't see a lot of people carrying around a thumb drive anymore we still
369. 55:18see a lot of room for improvement and the way we use technology at work today that's why our mission is to design a
370. 55:24more enlightened way of working and we're focused on making the Dropbox experience even better so you can do
371. 55:29your best work and we believe for a long time that Ai and machine learning have a huge role to play in transforming how we
372. 55:36work over the years we've Incorporated machine learning across our products from automatically reshaping your scan
373. 55:42documents to transcribing your videos or removing all those ums and likes so so this is this is important because one of
374. 55:50the things that it's easy to forget we've had AI in our products for years and years and years right it's it's in
375. 55:57all these little feature enhancements and things like that so that's what he's talking about Dropbox capture recordings
376. 56:02all to help you save time and work more efficiently but in just the last few months recent advancements in Ai and
377. 56:09generated AI have been taking the World by storm he's talking about chat GPT you can make money with chat apt even if you're the
378. 56:17CEO of Dropbox and it's opened up a whole new world of possibilities we're now living in a world where computers
379. 56:23can see and hear and read and write and make arts and talk to us for the first time we can all remember the first time
380. 56:31we asked chatgpt a question and actually knew what we were talking about and it gave us a super useful answer
381. 56:37and then the next thing you know you look up it's midnight and Chachi cookies writing poems about your dog we're just
382. 56:43scratching the surface of all the ways that generative AI can make our lives easier at work but if you think about it there are a
383. 56:49lot of questions that Chachi BT can't answer for example what if you wanted to ask what's my passport number or when
384. 56:56does my auto insurance expire or where's that presentation we did for last year's product launch chat Bots and Google
385. 57:02searches can't answer these questions for you because they don't know about you your company or your stuff we need
386. 57:07AI That's personalized to us and that's where Dropbox comes in I'm excited to tell you about all the new ways we're
387. 57:13applying AI to Dropbox so you can get more out of your content first is Dropbox AI Dropbox AI is a new feature that lets you instantly
388. 57:22summarize and ask questions about your Dropbox files especially big files how many times have you wanted to get a
389. 57:29quick understanding of what a presentation is about or had a simple question about a contract but your only
390. 57:34option was having to sift through 100 pages of content to find the answer well now you don't have to with Dropbox AI now you can pull up a
391. 57:43file you can ask it anything and Dropbox will read the document for you and give you an answer and in a single click you can easily get
392. 57:51a summary of the entire 100 page dock saving you all the time and extra effort that it would otherwise have taken to do
393. 57:57that manually we're starting with individual files but this is just the first step over time you'll be able to ask a
394. 58:03question about your Dropbox folders and even your entire Dropbox and so that's important so so that idea of right now
395. 58:10you can look at an individual document you can look at this hundred page document with chat GPD plugins you can
396. 58:16do the same thing but now they're rolling this into Dropbox so now your file storage service in this case
397. 58:21Dropbox but Google Drive will do the same Microsoft Azure will do the same you're going to start to be able to
398. 58:28search on your individual things so anyway that's at blog.dropbox.com let's go go look at this we don't have to watch the whole
399. 58:37movie here because it's it's a little boring but he makes two or three other announcements in that video so
400. 58:44introducing Dropbox Dash AI powered Universal search and Dropbox AI so um that's worth checking out so that was
401. 58:52the Dropbox announcement and again for me it's not so much about you know is Dropbox the ultimate thing no I don't
402. 59:00think it is like I I'm actually not a very big fan of Dropbox I think it's a a bit of a piece of [ __ ] software
403. 59:08and I mean that in the nicest possible way but um but I just for for me the the category or the the the product category that we're
404. 59:18talking about here the ability to to point these AI tools at your documents at who you are at what you've written um
405. 59:28make we'll make these things like a level of magnitude even more transformative right because you you'll
406. 59:36literally be when when he says you'll be able to do this across all of Dropbox that might be um write me a a write me the first chapter
407. 59:50of a new book that has these three plot elements in it based on all of my other fiction writing and it will know what
408. 59:57your other fiction writing was it will know your writing style and you give it a few little elements of a story and
409. 1:00:04it'll write you the first chapter of a book that will probably be 85 or 90 percent usable cool terrifying right I mean the other thing
410. 1:00:18about this AI stuff like I feel like you know it is totally appropriate to be as excited as you've ever been and as
411. 1:00:25terrified as you've ever been in you know like all the time I think that's how I've been for six months it's
412. 1:00:31exhausting but that's what's going on I'm a full stack Dev and trying to find ways to leverage gen AI to prevent my
413. 1:00:38own obsolescence awesome Milo yes do that if you're not pair programming with uh copilot on GitHub I would strongly encourage you to do that
414. 1:00:51um and and I mean quite frankly as a developer like using the the the the apis to to figure like like I I think it an
415. 1:01:03interesting exercise as an engineer for me would be because I'm not I don't have the attention span I have 80d so I can't do engineering
416. 1:01:12but I would I would f i I would do a project to figure out a way to put yourself out of work right in learning how to use AI to
417. 1:01:22put yourself out of work you'll learn enough how to make yourself invaluable counter-intuitively um I would do that I would also if I
418. 1:01:34were a full stack developer right now I'd go play with Lang chain um and auto GPT the autonomous agents
419. 1:01:41all those projects out there GPT for all the open source models I would just I would dive headlong into the open source
420. 1:01:49community and all those all those autonomous agent projects I think are absolutely fascinating um and I like I think it can only serve
421. 1:01:58you well being AI being an AI literate engineer and AI literate you don't have to be super AI literate like you can be this much AI literate
422. 1:02:08um I think it's going to serve you well I'm returning to school this fall I assume I thought I might have a career as a grant writer well
423. 1:02:17this job exist in two years well no well no that's not true it will exist in two years the tools to process Grant applications will be
424. 1:02:31incredibly powerful so grant writers will probably shift more into a roll of like grant writing curators where the tool will do the bulk
425. 1:02:43of the reading of the you know the the the grant requirements it will then put it into an appropriate format it's raining like
426. 1:02:54crazy here it'll put it into a grant format it'll get it'll get the grant 90 written and then it'll be up to the the
427. 1:03:02grant writers to basically just edit you know curate the best things edit do all that sort of stuff so all right we use Microsoft Office
428. 1:03:14OneDrive at work can't wait for it to light up with copilot yeah it's going to be amazing what's happening no I guess
429. 1:03:26are they saying it's gonna hail oh they did yeah yeah well I'm not going out in this that's a good idea [Laughter]
430. 1:03:40yeah this we might get hail here so if we get hail the car is going to get dented so we'll see all right uh find find stuff in my files
431. 1:03:50generating stuff from my files blowing my mind I know I know Barn pickle and and quite frankly a name like Barn pickle is awesome I I
432. 1:04:00that's some solid Some solid name game in the tick tock tick tock naming um honestly I gotta use freeware Linux
433. 1:04:08open Office Liberty CAD Apache open Office Liberty CAD Liberty office um wait are you the one that said you were a developer
434. 1:04:19wait wait wait wait wait wait why why why why uh that's no I didn't see anything um yeah I mean all that freeware stuff
435. 1:04:28like all the open source large language models like if if you're geeky enough to use all of that freeware Linux [ __ ]
436. 1:04:36you're geeky enough to go play in those open source Tech projects llm projects so I would go do that
437. 1:04:45um a lot a lot of mind-blown emojis here that's good well I I don't know if it's good but yeah it's not surprising it
438. 1:04:53blows my mind every [ __ ] day uh I need it I needed to do that for a notion where my brain lives so so notion there is a notion AI
439. 1:05:02um that exists hang on no Sean AI um
440. 1:05:16introducing notion AI access Limitless power of AI right inside notion get started yeah so just go to like it's it's in
441. 1:05:28there it's go to go to notion.so slash product slash AI um it's in there can you write those out so I can screenshot write what out uh
442. 1:05:42what what was I doing tell me what I was doing I you know add I can't remember what I was doing five minutes ago do you
443. 1:05:49think it's worthwhile to get an MS in AI um it depends what you want to do if you want to be on the so so here's
444. 1:06:05the inflection point I think we're at prior to November 30th 2022 the Dave Chachi PT came out if you were going to go into AI you were
445. 1:06:14essentially going into you know computer science machine learning you're going into the engineering side of that world um
446. 1:06:22post November 30th there's a whole other option which is not I'm building the AI tools but I'm figuring out how to use
447. 1:06:29the AI tools right that's that's where where historically I've lived is post like let all the Geeks do the hard work
448. 1:06:39and now the tool comes out now let's figure out how we use those to run a business to start a business to make my
449. 1:06:46life easier to read Define how we communicate as Humanity right like all that [ __ ] so I'm interested in that post moment
450. 1:06:55so if you want to participate in the more engineering side of it then I'd say it would it would make sense to get you
451. 1:07:03know a degree in AI if you're more interested in how businesses use this and and how you apply it um then it then it it may not right then
452. 1:07:13it might just be um start teaching yourself this start building projects start building projects for other people and those will
453. 1:07:20quickly lead to you building projects that they pay for so I think that's really a personal choice um you know just the way my brain is I
454. 1:07:30can't participate on the science research and Engineering side I'm just not it's not the way I'm I'm wired I'm
455. 1:07:35more on the on the creative and management and strategy side um if you tell me what to write out I will do it so you can screenshot it
456. 1:07:45um write out the auto GPT oh the other tools for devs oh sure um okay hang on let's see what's going to be the easiest way to do this
457. 1:07:58oh I know I think I have didn't I yes okay hold please
458. 1:08:15hold please what did you do tonight oh you know I watched some old man try to navigate Tick Tock it was painful okay
459. 1:08:26so let me throw a text box in here let me change the text to wait what what the hell hold please
460. 1:08:41delete oh hang on um
461. 1:08:59what just happened did it just quit uh keynote just quit all right it's driving me crazy all right I'll do I'll do it here
462. 1:09:17okay you can see this so the so the question was can you type some [ __ ] out so the the salon.ai that's my AI salon
463. 1:09:26so the things that that I recommend if if you're an engineer um right now and you're wanting to you're wanting to be active
464. 1:09:36you want him to be actively AI literate so that you're not obsolete a year from now I would be playing with Lang chain
465. 1:09:50that's a project that is is really interesting um it basically that this this is a project that allows you to
466. 1:10:00um train fine tune GPT on your own data so you basically embed your own data and then you put those vectors in a vector
467. 1:10:08database and then you can search on it so that's Lang chain and then the the derivatives of so what followed that was
468. 1:10:17this project called Auto GPT um and then and then um one came out last week called GPT engineer which is conceptually super cool
469. 1:10:32um hang on let me get that out of the way um GPT engineer um there's GPT for all which is allows you to install local
470. 1:10:48um large language models locally and have an interface for them um and just like I would go to Reddit and just search for open
471. 1:11:03source llm projects open source llm projects just go on
472. 1:11:18Reddit and search because the the problem with the open source llm projects is that there's so many of them
473. 1:11:23it's it's essentially impossible to keep up but so yeah so if I were if I were oh and then the other thing is um whatever I called it
474. 1:11:33um you know you should be using um a GitHub co-pilot and you should be doing pair programming with GitHub
475. 1:11:42copilot or or something equivalent like that GPT engineer is is a software writing tool um so git Hub copilot so those are the
476. 1:11:54things I'd start with so hopefully that helps now I screwed up my Photoshop file but you know I can fix it we've got the technology we
477. 1:12:05we have large language models can fix that [ __ ] for us welcome everybody if you're new here my name is Kyle Shannon this is the AI
478. 1:12:13learning lab uh if you've not played with chat GPT that's the official URL for it right there I'm not affiliated
479. 1:12:20with it it's just go there start playing bing.com is Microsoft's search engine if you click the chat button that's also
480. 1:12:27chat GPT it's gpt4 that you can use for free and then po.com let's use six different large language models to play with
481. 1:12:36prompts.chat will teach you about prompting there's many um whatever resources for that but that's a cool one and then future PD is just a
482. 1:12:46giant fat ass directory of AI tools all right I fed information to chat GPT piece by piece it answered for a few
483. 1:12:56minutes and then forgot everything okay Phoenix so here's the deal you have run into one of the one of the limitations of
484. 1:13:05chat GPT there are many but one of them is it's got what's called a context window and it's it's got a context
485. 1:13:11window right now of about 4 000 tokens and that might be increasing to eight thousand and sixteen thousand and then
486. 1:13:18thirty two thousand but just assume for now it's 4 000 tokens which is about three thousand words think of the context window as this
487. 1:13:29sliding 3000 word window so if you type in 2500 words you say here's a short story I wrote and and I want you to help me flesh out the
488. 1:13:41characters and all of that takes 2500 words and it responds with 500 more words the the next thing that it responds it's
489. 1:13:49going to start dropping stuff off the top so so you've got this sliding window where it's it starts within us within a
490. 1:13:56given session it will have memory of the conversation in in that 3000 word window um one strategy you can do is you can take
491. 1:14:10the stuff at the early part of the document um consolidate it tell it to make it smaller and then you can keep copying
492. 1:14:18and pasting it sort of you know throughout the conversation down lower and so it won't it won't lose as much of
493. 1:14:24that stuff up top so that's a strategy but that's kind of crappy and wonky the other thing you can do and and this is why I have that
494. 1:14:32podpo.com uh up here on on this screen is let me show you that so we will go over here and we're going to go to poe.com
495. 1:14:47where do I have it oh there it is down there uh all right so I'm at poe.com boy my screen's dirty look at it from all my
496. 1:14:59pointing I'm a pointer I'm a pointer all right um so you come to poe.com it's just a normal like uh GPT search engine you
497. 1:15:07type [ __ ] down there and it it does its its thing down the left hand side here you've got a bunch of different models
498. 1:15:13you can play with sage is is their own uh GPT engine then you have three subscription only models gpt4 Claude
499. 1:15:21plus which is anthropic's version of gpt4 and then this one Claude instant 100K that means that's a hundred
500. 1:15:29thousand token context window so 75 000 words so current GPT is a 3 000 word context window if you pay for Poe which
501. 1:15:39is like I think it's 20 bucks a month you get access to that you can have much longer conversations if you've got a 75
502. 1:15:47000 word context window so hopefully that helps but that's what you're experiencing and that's why that's happening
503. 1:15:55um that's also a reason I was telling who was I telling whoever the other person was uh Milo about Lang chain like
504. 1:16:02one of the things Lang chain can do is it can have memory um so you could you could create an application with Lang chain that really
505. 1:16:09does have the memory um so so you're not experiencing that but just within chat EPT you're going to have that issue because of the limited
506. 1:16:17context window now you can tell people at work you want to hear about context windows and chat GPT ah I'm such a card
507. 1:16:30welcome everybody this is uh the AI learning lab my name is Kyle Shannon I'm getting a little moist it's a little
508. 1:16:37humid here in here in Denver it ain't it ain't normally this humid but weather's weird now all right um Real Talk working on writing a
509. 1:16:49non-fiction book should I even bother um yes I think you should because hey you can have chat gbt help you so if
510. 1:17:02you've got if you hit like one of the things I'm finding is that writer's block is a thing of the past because you
511. 1:17:08can just quickly blast through I don't have any ideas oh here's 30 and you know 15 of which are good um in the end
512. 1:17:23it it's it's ultimately up to people to decide which of the [ __ ] that um they created whether they created it
513. 1:17:35on their own or they created it in conjunction with this tool or they just had the tool created right there's kind
514. 1:17:41of the spectrum from GPT wrote all of it that's very rare in my experience most of the people that I know that are
515. 1:17:51successfully using chat GPT are using it like a collaborative tool like if you if you ask them where's the boundary of
516. 1:17:56what you wrote versus what it wrote it's very blurry because it's a very collaborative process but in the end
517. 1:18:03it's up to you as the human to go okay that's ready to publish so if you've got a non-fiction book that you're passionate about
518. 1:18:13um yeah put it in your voice put it out there start to Market it why not um will it be easy for someone to knock it
519. 1:18:22off and just copy your book and just have it Rewritten yeah but but that doesn't mean yours can't resonate right
520. 1:18:30like like we already live in a world where just just take music for example you know everyone has access to the same tools that you know
521. 1:18:41um that that Billy eilish and her brother have right you know everyone's got logic or you know one of these tools
522. 1:18:47so there's all this music out there but somehow some music rises above the noise and right it's the same with writing it's
523. 1:18:54the same with books and the only way you know if it's going to be worthwhile is to put it in the world um
524. 1:19:01is it going to be way more competitive than it was before probably but a lot of the stuff that's going to
525. 1:19:08be put out there is just going to be horseshit so if if you really believe in it and you're willing to put some
526. 1:19:14energy behind it then yeah why not any no code tools like bubble with AI um I haven't used bubble I've heard it's good
527. 1:19:23um I use zapier to do some automation some content generation tools it's janky but fine there's another one out there
528. 1:19:31called make m-a-k-e that is essentially like a more modern version of zapier um I think bubbles more like for creating applications um
529. 1:19:42zapier just launched this um I don't know if they just launched it a month or two ago they launched this
530. 1:19:48feature called interfaces where you can create chat Bots and websites and things like that so so like one of the
531. 1:19:53frustrations I had was zapier is like I would create these automations but I didn't really have an easy way to just
532. 1:19:59make it a shareable website they have that now it's called interfaces um so so yeah I mean I I would I would say
533. 1:20:10I would say step one is start playing with chat GPT start understanding what prompting is start start getting your
534. 1:20:16head around this idea of having a Converse a back and forth collaboration with this tool rather than just write
535. 1:20:22the perfect prompt get the perfect answer so step one start getting familiar with the tool I I really feel step two is
536. 1:20:30get your head around automations where you can take some inputs you can send that data with a prompt off to open AI
537. 1:20:37you get back some interesting content you do something with that you put it in an email you send that email
538. 1:20:43um there's something really powerful in in getting your head around automations because with with these generative AI tools
539. 1:20:51the power you can create incredibly powerful apps in 45 minutes using copilot a lot helpful Tech yeah like like what I what what I've heard
540. 1:21:05pretty consistently is that that engineering shops Tech shops that are fully embracing co-pilot and you know
541. 1:21:13essentially AI pair programming they're seeing 30 to 40 percent productivity increases it also like documents your code it debugs your code
542. 1:21:25it refactors your code like explain the logic in this refactor it in this more modern language there it is
543. 1:21:35and the nice thing about code is it either works or it doesn't right so GPT hallucinates a lot but when you take
544. 1:21:41something like copilot that's been optimized for coding the nice thing about code is did it work if it didn't work have chat GPT analyze
545. 1:21:51the code it wrote and figure out why it doesn't work and it generally does Chachi PT gave me an outline of how to
546. 1:22:00get started with my app and some skeleton Swift files super cool swift UI files that's super cool but not the
547. 1:22:06whole thing yeah you're gonna have to you're gonna have to mess with yeah slash slash add code here I'll ask it to
548. 1:22:11elaborate exactly does cloud do anything better than gpt4 and vice versa the only thing okay so so here's what I like
549. 1:22:19about Claude there's two things in terms of just pure writing gpt4 is still King of the Hill as far as I'm concerned or
550. 1:22:27queen of the hill I think being when when uh when Bing was talking to that New York Times Reporter uh said her name
551. 1:22:34was Sydney so Sydney is still the best but um I like anthropic a lot that's the company behind Claude the the one thing that they have that
552. 1:22:48GPT doesn't right now is or chat EBT is that the hundred thousand token window so you can put in really long documents so that I like
553. 1:22:57um I haven't played a ton with Claude plus which is supposed to be the gpt4 competitor here are some things of why I
554. 1:23:04think it's worth at least messing around with the quad models anthropic was founded by X openai employees that actually created gpt3
555. 1:23:16um they've got a thing called the Constitutional learning model which I like a lot so um openai uses what's called human
556. 1:23:24reinforcement learning so they get these large language models built and then they have humans look at the answers and
557. 1:23:30go thumbs up thumbs down you know here's here's what I didn't like about it and that's how they trained the models but
558. 1:23:35anthropic's doing what the Constitutional learning model is is they write a constitution so they say here's
559. 1:23:40here's a rule of imperatives here's a here's a set of rules you know first Do no harm right increase Prosperity reduce
560. 1:23:48suffering you know whatever those rules might be and they can be very high level rules like that and then the way the the the
561. 1:23:57conceptually the way the software works I don't know technically how it works but basically when it when it produces
562. 1:24:02an answer from prompt it measures it against that Constitution and it will iterate on the answer until that answer
563. 1:24:09can pass the Constitution right so they don't have humans in there so what's nice about that is I could imagine a
564. 1:24:16world in which you've got transparency of those rules right and you could choose your own um set of rules you could say I want one
565. 1:24:24that's super conservative and never swears and you could say I want one that's super creative and you know make
566. 1:24:31Shakespeare you know look like adult right um so so you might be able to in the future choose different styles of large
567. 1:24:39language models based on a transparent Constitution so um so I really like anthropic uh conceptually as a company it's full of
568. 1:24:49very smart people um when the White House invited the four CEOs of AI companies to the White House like a month ago
569. 1:25:00Google open AI Sam Altman um Microsoft and anthropic right so the the the CEO of of the people that make Claude was
570. 1:25:12one of the four CEOs in the White House a month ago so I just I just think they're very much worth paying attention to um
571. 1:25:23also completely separate is there a gen AI tool you'd recommend for brainstorming fiction yeah just just um chat GPT gpt4 it's it's it's an
572. 1:25:34incredible writer it's an incredible writer and and again like like how I would do the brainstorming don't think about like
573. 1:25:44don't think about having to create a mega prompt that's going to give you all of the answers at once think of it more like a
574. 1:25:51conversation you know I want you to be a fiction writing coach and um I have some vague ideas about a story
575. 1:25:58can you help me you know brainstorm and fill in some of the details sure I'm happy to do that and just start going
576. 1:26:04back and forth with it it's it is gpt4 from where I said like I haven't seen anything that's close close to it in terms of just
577. 1:26:14Nuance of language um it it takes some getting used to but it's really really good all right had a meeting with my non-tech boss today and
578. 1:26:26convinced her to get familiar with chat EBT as an intro that's friggin awesome that's awesome Silver Fox super cool
579. 1:26:32White House is putting the brakes on AI something bad happened and they're not telling us I don't know about that
580. 1:26:39and I they're they're not going to put the brakes on AI what they might do is they might say if you're a company like
581. 1:26:46open AI or Microsoft or Google you're gonna have to jump through some some hoops for for safety or for security or
582. 1:26:54for privacy or whatever it might be I don't think that's a bad thing I think that's a good thing um they're not going to be able to shut
583. 1:27:01down the the open source models because that cat Duff be out of beyond bag um they can't shut that [ __ ] down
584. 1:27:13because the uh the redditors will have their way with them right so so I think what they're saying is you know
585. 1:27:21we need to get our heads around um putting putting some guard rails in place so that um big well-funded companies you know don't
586. 1:27:37just aren't just free to go off the rails and do whatever the [ __ ] they want I think that's ultimately a good thing um they are also
587. 1:27:45very well aware that if they shut that [ __ ] down the rest of the world isn't slowing down they're not going to stifle
588. 1:27:52Innovation they're just not uh I'm working on an app which needs sentiment analysis any suggestions on how to proceed
589. 1:28:02GPT chat GPT is [ __ ] brilliant it's sentiment analysis like it understands sarcasm it understands Nuance of language um
590. 1:28:14I had to do a thing I I was doing some testing I do a lot of work in the healthcare and Pharma space I was having it doing doing like
591. 1:28:21um regulatory pre-checks where I would have it analyze the transcript of video and say um Analyze This the the text of this
592. 1:28:30video from a medical perspective a legal perspective and a regulatory perspective you know as if you work for a Pharma company
593. 1:28:39and give me a report for each of those disciplines and then give it sort of a thumbs up or thumbs down does this video
594. 1:28:48um stand a chance of raising red flags from an mlr standpoint it wrote a brilliant report I gave it one transcript that wasn't even a health
595. 1:28:58care it wasn't like a patient video and I said would this pass and it said that video likely would not have been
596. 1:29:04considered because there's nothing in it that's medical related like it's it's brilliant with that stuff so if if
597. 1:29:10you're not playing around in the in the Google in the chat CPT playground platform dot openai.com playground start
598. 1:29:20working on your prompts for sentiment analysis on Sample data that that you're doing get get your prompting down first
599. 1:29:28and then it's really just a matter of what's your input you need an input to analyze if you've got your prompting
600. 1:29:34right you can generate pretty sophisticated reports on the out out on the outside the other thing this is similar to what
601. 1:29:42I just said I think it was to Ann before so or Silver Fox I think it might have been to Anne um don't feel like you have to write
602. 1:29:48this single massive prompt that does everything you can say okay take this and give me um just just a sentiment analysis
603. 1:29:57positive or negative now go through it and find you know anything that was said that that um that might be of interest to an
604. 1:30:05executive and that's another little chunk so so you can create lots of little chunks from from the large
605. 1:30:10language model and then you can assemble those into a an email or an Excel spreadsheet or whatever it might be
606. 1:30:19um I think it's going to be brilliant at sentiment analysis like brilliant Sam Altman had some good ideas on regulations yeah I listen I
607. 1:30:28I think it's very easy to to um demonize people like Sam Altman because like he so quickly came into public Consciousness and Chachi PT goes
608. 1:30:40from like zero to 100 million people in six weeks um you've also got Elon Musk trashing him because it's like I wanted it to be
609. 1:30:48non-profit and Sam made it for profit and boohoo you know [ __ ] him um every interview that I've seen with Sam
610. 1:30:57Altman he he is incredibly thoughtful he's incredibly smart obviously he's incredibly thoughtful he's incredibly self-aware and aware of um
611. 1:31:09the potential impact both good and bad that that this stuff has um he's a very thoughtful guy so so um I like him a lot like like where I
612. 1:31:21almost say I'm Altman right now is like until proven otherwise like I'm going to give him the benefit of the doubt
613. 1:31:26because I can't like I can't imagine running a company where you've got a tool that's that powerful that that had
614. 1:31:33that big an impact that quickly like fastest adoption of technology in history chat GPT zero to 100 million people in six weeks um
615. 1:31:45so so he's he's in a a really interesting position um and yeah and I think he's smart I think what he's saying is bring on the
616. 1:31:55regulation like help me help you right because if he doesn't do that they're going to create regulations without him in the conversation and
617. 1:32:06they're gonna [ __ ] it up because they don't even understand what Wi-Fi is right so so it seems to me he's doing it right all right
618. 1:32:18um Tick Tock has acknowledged me for being on here for 90 minutes congratulations great job you've gone
619. 1:32:25live for 90 minutes I think that's a uh pathological problem but you know we'll take it all right is it common or still
620. 1:32:33new for jobs wait is it common or still new for jobs to use AI models to predict employee attrition well so here's the thing about AI
621. 1:32:44AI ain't new one of the parallels to the early days of the world wide web and the early days of this generative AI [ __ ]
622. 1:32:52the the internet had been around for decades and then Tim berners-lee comes up with the World Wide Web which
623. 1:32:58basically just says now normal people can interact with the internet they can just click on [ __ ] Tink Tink Tink
624. 1:33:06um and it changed everything right similarly ai's been around for decades Chachi PT makes it you know anyone can
625. 1:33:12just type in that little text box and create magical [ __ ] um so things like using AI models to predict employee attrition
626. 1:33:23companies have been doing that probably for a decade right at a minimum five years but probably more like a decade maybe two um I think what
627. 1:33:36what is probably the new behavior is who's doing that modeling and where does it live within the organization so I would say historically
628. 1:33:45any of that AI machine learning [ __ ] that big corporations were doing was probably being let out of the I.T
629. 1:33:51Department right so this is you know data scientists and and Big Data Geeks um taking all of a company's data and
630. 1:34:01throwing these machine learning models at it and doing things like modeling employee attrition where I think that shifts you know sort
631. 1:34:08of post-chat GPT is that you could have managers running those reports or CEOs running those reports or CEOs
632. 1:34:18administrators running those reports right I'll give you I'll give you a a similar analogy so prior to PowerPoint
633. 1:34:29if you wanted to produce a presentation you essentially had to be in the c-suite of a big company because to produce a
634. 1:34:37presentation you had to go to these companies that would photographically make slides that were used in overhead
635. 1:34:44projectors and it cost tens of thousands of dollars to do a presentation and then PowerPoint comes along and
636. 1:34:52literally everyone in the organization can now make a presentation right and you know not everyone's set out for
637. 1:34:58making presentations which is why so many presentations suck right but but but we've all gotten better at doing
638. 1:35:05presentations using those sort of tools same kind of thing here where historically machine learning was
639. 1:35:12relegated to the I.T Department it was off in the in the technical corner and now it's sort of being freed and kind of
640. 1:35:19exposed across the organization so I think the implications of that are pretty profound right because in order to get the it group to do
641. 1:35:30something there's probably only a handful of people that can go hey it group go run go figure out how we can
642. 1:35:36model employee attrition and now all of a sudden just anyone in the organization can go huh I got a spreadsheet here with
643. 1:35:43historical employee data let me run this in code interpreter and oh yeah look at those Trends huh looks like the creative
644. 1:35:51Department's [ __ ] right like that's you know so you're going to have people informally doing what was historically
645. 1:35:58incredibly formal uh modeling and predictive predictive stuff so I think that's what's new um oh Elon can go to Mars already I know
646. 1:36:07listen I I mean as as douchey as as Elon is like the guy single-handedly um made electric cars viable
647. 1:36:19um has built a rocket that looks like 50 science fiction that actually [ __ ] flies he's Landing Rockets like like the
648. 1:36:27guy's actually doing some [ __ ] you know the Twitter stuff yeah I could take it or leave it he'll probably figure out a
649. 1:36:32way to make it work but but the dude's a [ __ ] machine when it comes to being an entrepreneur you know you can be a
650. 1:36:38good entrepreneur and not a good person he's a bit of a douche but whatever uh you know I'll forgive him he's you
651. 1:36:44know he's gonna [ __ ] put our species on Mars you think NASA would have done that they can't get another you know rocket program going
652. 1:36:54all right enough commentary all right uh let's see
653. 1:37:10[Music] sorry I lost I lost my place people I don't know where it was what am I gonna do I fed information to chat GPT piece
654. 1:37:19by piece it answered for a few minutes and forgot it this is this is way old this is I answered all these already
655. 1:37:25does Claude have anything better than gbt4 answered that White House putting the brakes on talked about that Sam Altman talked about that
656. 1:37:34what's the coolest thing you've learned about AI today today did I learn anything about AI today um I had an interesting conversation from
657. 1:37:49someone I met on here doing these lives um yeah I mean learn some interesting stuff about how his organization is
658. 1:37:58thinking about AI or more importantly not thinking about AI and they're an organization that should be thinking about AI so that was an
659. 1:38:06interesting conversation um I yeah I would say in the past in the past three days the the big theme that I'm seeing emerging
660. 1:38:18is I've seen in popular business press stories that that are indications that this stuff isn't going away it is
661. 1:38:32getting rolled into business and it it's kind of being accepted as a foregone conclusion that businesses are going to have to deal with this
662. 1:38:41um for me that Ethan Malik piece about the secret cyborgs I talked about it earlier but the what the piece basically talks about
663. 1:38:49is that within organizations right now you you have individuals using chat GPT and similar kind of tools as personal productivity enhancers
664. 1:39:01right so so you have individual contributors getting AI literate but they're not telling the organization
665. 1:39:08that they're doing it and then you have the organization that's like these tools aren't ready for prime time we don't
666. 1:39:13have a data policy we like we haven't figured this [ __ ] out yet like we we're taking a wait and see attitude so the
667. 1:39:20organization is taking a wait and see attitude about AI but their employees are actively using chat CPT so those are the secret cyborgs
668. 1:39:29and that Gap is going to cause a problem right because you've got you've got employees that are like if I tell people
669. 1:39:34I'm using AI I'm going to get fired or I'm going to get sued or um they're gonna find out that I'm now
670. 1:39:41doing in four hours what used to take me 40. and I don't want them to know that [ __ ] them I'm having a good time at the beach right
671. 1:39:50and so and so what Malik says in that piece is companies are going to need to make safe zones for those secret cyberborgs to come out
672. 1:40:00of the shadows and start sharing what they know because that's that's going to be the way forward so that idea of this
673. 1:40:06is already happening whether the organization is doing it or not I think that's a pretty big deal so so that for
674. 1:40:12me is is I think that's pretty cool um like it doesn't necessarily make me feel better but but what it says to me is that is
675. 1:40:24that like the instincts that I have that this is that this stuff's a big deal and it's going to be transformative like it
676. 1:40:30feels like it's being reinforced in in popular business press right so so like what what you're not seeing in
677. 1:40:37popular business press is like it's the AI hype machine and this is all [ __ ] no it's more like yeah this was over
678. 1:40:44hyped but in fact this is actually changing [ __ ] and companies better get their [ __ ] together uh thoughtful in what ways he is stuck
679. 1:40:54in the calvinist view that people need to work or they die okay I don't know yeah right PowerPoint is so ubiquitous
680. 1:41:01it's downright boring I wonder if AI will be as mundane I don't think so well I think AI will be as mundane but but in a different way
681. 1:41:13I think that AI will do the mundane I think that AI is going to do all of the [ __ ] work all of the soul-crushing
682. 1:41:22repetitive [ __ ] ass work that if you've been in one of those jobs where it's just you're a cog in the [ __ ] wheel you know especially if
683. 1:41:32you're in a knowledge worker job where you're not using your [ __ ] brain where it's literally just [ __ ]
684. 1:41:38cranking in data entry or just you know doing the same [ __ ] over and over again that's the stuff where I think AI is
685. 1:41:46going to automate that [ __ ] out so then what does that person do I don't know maybe they do something creative
686. 1:41:53maybe maybe they do something where their brain is actually engaged maybe they go hey you know what now that I'm
687. 1:41:59not doing that shitty work and I'm asking myself well what what do I really want to do you know what I really want
688. 1:42:05to do quit this [ __ ] job and go start my own company or go start a flower shop or you know what I've always wanted to learn Plumbing I'm
689. 1:42:13gonna go be a plumber like I like I don't know so so for me like the the tools the tools are going to do remarkable remarkable things so I
690. 1:42:24don't think they normalize in I don't think AI normalizes into it's just you know like PowerPoint like everything's boring templates
691. 1:42:32um I I think we I think we are entering a great Renaissance of creativity and human expression and I and I think that
692. 1:42:40that happens because these tools automate out the mundane that's that's where I am with it right now could be very wrong but
693. 1:42:50that's that's that's where this Noggin is um orange data mining program yep all right um looks like like I've gotten all the
694. 1:43:03questions you've got if you have other questions or thoughts pop them in the comments below I'll do my best to answer them
695. 1:43:09um we got we got some a solid crew of people here I appreciate you hanging out with me um let's see like oh no what a coal
696. 1:43:18miners do not not mine cold which is good well I mean here's the thing like like you know coal miners losing their
697. 1:43:25jobs is not good to them in in in the larger picture it's positive because those are dangerous Dirty Jobs
698. 1:43:32um but but you know the equival the you know the equivalent of knowledge worker coal miners right like that that work
699. 1:43:40that is just you know it requires you to be able to use a computer but it's just it's just sort of grinding and grinding and grinding um
700. 1:43:51I mean it's going to be painful the disruption is going to be painful but all of those people also have access to
701. 1:44:00all of these tools right so I think there's a massive opportunity for people to upskill or just completely reinvent
702. 1:44:06their lives and that that I'm actually really excited about it's the two to three year period we're we're just kind
703. 1:44:12of in the face of all the disruption that that feels like it's going to be really painful to me and that makes me I
704. 1:44:17am preemptively sad because because it's going to suck for some people that I don't like um all right listen I've been doing this
705. 1:44:27for two hours I'm getting a little crispy I'm getting a little moist so so I appreciate you all hanging out with me
706. 1:44:35um I will probably be back here tomorrow I might pop in later what time is this 10 30 I'm gonna go to bed I think I'm
707. 1:44:40gonna go to bed but thanks for hanging out everybody peace out I appreciate your time