aiLL 7/2/23 - How Anyone Can Get Started with ChatGPT and Generative AI Today

Transcript

1. 0:05foreign
2. 0:22welcome to the AI learning lab just getting started here tonight it's Sunday night what's up jayword how you doing Todd Tina
3. 0:32welcome everybody my name is Kyle Shannon this is the AI learning lab we like to talk about AI stuff here can ask anything you want
4. 0:42someone asked me about asparagus once what's my position on asparagus I gave it to him I'm not afraid to go
5. 0:49out on a limb and talk about a stock [Laughter] Sunday Troy what's happening Daniel good day good day good day
6. 1:02um let me go close the door I'll be right back welcome to the AI learning lab my name
7. 1:17is Kyle Shannon um a little bit about background on me while we're waiting for people to come in do me a favor uh feel free to share
8. 1:26the live or hit the the like screen do stuff like that just to let people know we're going live and um what was I gonna say oh just a little
9. 1:37bit about my background so I'm an entrepreneur of many many years I've started 12 or 15 companies my current company is a an automated video
10. 1:45storytelling platform called storyvine uh we've been been around for 11 years we do a lot of work in healthcare and
11. 1:52Pharma and I'm now starting to roll AI deeply into the strategy value proposition and product roadmap of my 11 year old company which which
12. 2:04didn't have much AI in it before had a lot of Aristotle in it but not a lot of AI That's changing I was also a uh one of the the
13. 2:15co-founders of one of the early digital agencies in the mid 90s when the World Wide Web first came out I started
14. 2:23a company called agency.com which ended up being a being one of the you know the early innovators in the web space uh building
15. 2:30websites for a lot of the fortune 500. and why this channel exists and what I'm really talking about here like the
16. 2:38parallels between the early days of the web and the early days of this generative AI stuff are insane um but this AI stuff is significantly
17. 2:46more profound in my opinion and it's happening a lot faster so uh that's why this exists I'm just here to talk and so
18. 2:53if you've got questions uh World Wide Web was started in 1989 by Tim Tim berners-lee yeah it was it was
19. 3:02um but the mid 90s is where it sort of began to take off and and what I'm talking about is the uh like the 94-95
20. 3:10in in New York City uh it was called silicon alley in fact a Jason kalkanus was the wait can you see it silicon
21. 3:21alley reporter that that's me um it was a that was the era that I was in yeah he invented it then and then it took from
22. 3:32when he invented it until when it got to 100 million people was six years so as transformative as the web stuff
23. 3:39was it took six years to get to 100 million users chechi PT got to 100 million users in six weeks so so pretty insane stuff going on anyway
24. 3:49um yeah I didn't claim to invent the web when I discovered it not meaning I invented it Tim berners-lee invented it
25. 3:57when I discovered what he invented that's when I had a big Epiphany and so I've had a similar Epiphany about uh
26. 4:04this generative AI stuff so so that's what this channel is about so uh pop any questions you have down below do my best
27. 4:09to answer them and we'll I don't know spend Sunday night together happy Sunday night everybody oh by the way the URLs
28. 4:17behind my head why do I have your you URLs behind my head so the top three here if you've not used uh generative AI
29. 4:24or if you've not used chat GPT that's the URL chat.openai.com that's the official website for chat GPT so if you
30. 4:32haven't used it go there right now while you listen to me ramble bing.com is also chat GPT you click on the chat button
31. 4:39there and that's gpt4 connected to the internet and it's free if you want gpt4 up here you got to pay 20 bucks a month
32. 4:45for it if you want it here you get it for free I think it's worth paying the 20 bucks there because you get plug-ins and it's
33. 4:52better and a lot of reasons but you don't have to you can also use GPT 3.5 there for free and it's really good too
34. 4:59and then poe.com gives you access to three models from anthropic two models from open Ai and one model from quora or
35. 5:06for from Poe so that's those things so go play with those just start with the top one if you haven't done any of this
36. 5:13and then this prompts.chat that's a document that is um that'll teach you about prompting and what it is and how to use it and and the
37. 5:22it's a big long list of personas that you can give to chat GPT um so that's what that's all about so anyway
38. 5:29um and then futurepedia.io is a big directory of AI tools there's like 3 700 of them in there at this point most of
39. 5:36them are crap but that's what that is so anyway um pop questions below we'll have a conversation we'll kick some things
40. 5:44around I'll probably cuss a little so if you don't like that don't don't stay um what AI business would be a good business to start um
41. 5:55it's a good question I you know I think right now for the next year or two everyone's going to be trying to figure
42. 6:02this out so if you get your head around Ai and can help people figure it out for their business I think I think Consulting
43. 6:11around AI is going to be a thing for a while um so so that could look like starting an agency um I think starting an agency that
44. 6:20disrupts the current agency model um would be a good one because these generative tools are generative and fast and good
45. 6:29and if you took a six to ten person agency that was all in on AI I think you could go take on 40 to 50 person agencies
46. 6:41and and consistently deliver faster higher quality and for less money and and that's that's going to start happening so I think you could
47. 6:50absolutely just go annihilate some big agencies um anything that looks like SAS kind of software development like I'm gonna make
48. 7:01a tool that uses AI to write you articles or write you this or write you that there's I feel like the competitive
49. 7:08space there is going to be insane and in fact futurepedia.io like that's like of the 3700 you know tools that you can play
50. 7:18with here 3 500 of them are just like you know like duct tape sitting on top of a chat GPT prompt basically um
51. 7:28so there's gonna be a lot of that so I would say don't go thin um another area that might be interesting is if you've got access to
52. 7:36proprietary data that could look really interesting so think you know your data set GPT so so Bloomberg is a big Financial um information
53. 7:48organization that they charge a boatload of money for access to their information they announced Bloomberg GPT so you're
54. 7:55going to be able to do chat GPT like stuff but on trusted Bloomberg financial data so is that going to be a hit I
55. 8:02don't know but they're the only ones that have their data so if you've got access to big data sets like that
56. 8:07there's probably some interesting stuff to do there uh um depends how geeky you are if you want to you know start digging in the tech stuff
57. 8:18like playing around with autonomous agents and things like Lang chain and starting to figure out the kinds of
58. 8:27agents you can produce I think that's going to be a massive Market but I think in that case you're going to be
59. 8:33competing against you know open AI um uh Microsoft Apple right everyone's going to be doing autonomous agents and
60. 8:44the and the biggies are going to do it really well so so you you might get whacked um I don't know I mean that I mean the
61. 8:54thing about it the reason I include prompts.chat here is go look at that list right because that list
62. 9:02starts to reveal it starts to peel back the onion on how deep this thing actually is that one of the things about
63. 9:09chat GPT is it kind of looks like a Google Search and if you don't really dig deep on it you're like that's just
64. 9:15fancy Google it's way more than fancy Google um so so it prompts that chat you know it says like act like an accountant act like a um
65. 9:26a therapist act like a business coach act like there's all these different act like a and what you're doing is you're kind of
66. 9:34setting up chat GPT to be really good at that thing in my opinion that list of personas is probably a list of
67. 9:40businesses you could start right you could figure out something interesting in that the other thing that I'd say
68. 9:45Jason is what are you good at right what like what's your current job are you a project manager are you a creative are
69. 9:53you a logical thinker are you a people person are you a systems person figure out what you're good at figure out especially if you know the
70. 10:04kinds of problems that you know people that need your services are consistently solving learn AI well enough
71. 10:13to understand how you might be able to solve their problems better faster or cheaper or all three ideally using these tools
72. 10:22and I don't just mean these three it could be mid-journey if you want if you're on the creative side it could be
73. 10:27music and animation tools if you're on that side you could be using canva with you know automated content generation so
74. 10:34so there's all sorts of flavors of this stuff right now but if you're just getting started start there but I don't know there's the
75. 10:41the answer to your question is why why I'm all over the place with it is generative AI is just a tool
76. 10:51so it's not like it's going to be an AI business it's what you need to create is a business that uses AI right
77. 10:59and so so I would sort of put it back on you to say what's a business that you think needs to be in the world
78. 11:05and then start to figure out can you do it with AI 10x better than what's out there and the answer is probably yes um
79. 11:22sorry I sing like that but I'm trying to find my questions here hello hello hello
80. 11:41um been playing with chat gbt for a month or so still don't think I have access to plugins so let me show you something you
81. 11:54might but you might not know it because I think everybody has access to plugins now but you need to know a little trick because
82. 12:02nothing has documentation anymore does it alright so let's go to so here we are at chat GPT so if you've paid your 20 bucks
83. 12:13for chat GPT Plus and you've got access to GPT 3.5 and gpt4 when you go to gpt4 um you should see three options there
84. 12:27default browse with Bing and plugins if you don't see these bottom two see how they say beta it means that you haven't
85. 12:33actually enabled the beta features so how you do that is you go to your profile you go to settings and then there's a beta features option
86. 12:43you click on that and there you you have to turn this [ __ ] on now why open AI is doing that is like
87. 12:52is this really [ __ ] annoying yes this is really [ __ ] annoying but if you're not seeing them that's probably the
88. 12:57reason why now if you're paying 20 bucks a month for GPT plus and you're not seeing these then I don't know what to
89. 13:05tell you but that's probably what's going on is my guess and then once you have plugins turned on then you basically just go and you get
90. 13:14this new little drop down menu and like here's all the ones I have installed and you can enable up to three of them in
91. 13:20any given chat session and then um you can go to the plug-in store and there's now more than 600 of these
92. 13:28little bad boys again you know 550 of them are just shitty pieces of useless dribble but some of them are actually kind of
93. 13:40interesting let's see how many 151 times four that's how many there are so 604 plugins so hopefully that helps you um Walters
94. 13:55let me know if if that did it or because I also some people have access to um code interpreter from chat GPT and I
95. 14:04really want it but I don't have access to it and it's not in my little list so that makes me cranky do all right can my phone know what I am
96. 14:19thinking how is it doing can my phone know what I'm thinking how is it doing I don't quite know what that question means um I mean
97. 14:34all of our devices are gathering data on us every day so they don't necessarily know what we were thinking but they
98. 14:42certainly know what our behavior is and can predict that and with these AI tools they can do it better the generative AI
99. 14:50stuff isn't really reasoning it's it's just a probability engine so it isn't thinking like we think you know we're
100. 14:56we're still the thinkers here um it's just providing us instant access to like all of Humanity's knowledge um so so that's pretty amazing
101. 15:08um but I if you rephrase your question I don't quite know what you're asking there but I'm happy to do that all right let's see
102. 15:20um which one do I recommend for smma someone asked me that the other day I forget what I said my name is hold on please
103. 15:26I do I I when I saw it I was like oh SMI um social media marketing marketing agencies is that what that means
104. 15:41I thought it meant something else what does SMA stand for
105. 16:03yeah if it's social media uh give me the give me the acronym because I don't know what smma is
106. 16:19all right let me just do something here do
107. 16:40all right hello hear what Altman said about plugins that they haven't found their product Market fit is that what you're
108. 16:52talking about cabrino um or if he said something today I didn't hear that today is it really worth the money like can it really help
109. 17:01a person person accomplish important things the check EBT yes it can help you accomplish important things it can
110. 17:10program for you it can write for you it can solve problems for you uh it can do that stuff all good or really
111. 17:18bad depending on how good you use it it's a tool um is it worth 20 bucks in my opinion it's worth way more than 20
112. 17:25bucks it's the most powerful tool ever put in the hands of mere mortals so yes I think it's worth 20 bucks but if you
113. 17:32don't want to spend the 20 bucks you don't have to there you can use chat GPT 3.5 for free but you can also go to bing.com and
114. 17:40click on their chat button and that's gpt4 for free and you get to use it for free and it's connected to the internet and so yes so
115. 17:49I think every human being on the planet right now owes it to themselves to go to one of these tools and use it long
116. 17:56enough to understand what it makes possible because it's mind-blowing it's [ __ ] mind-blowing if you just scratch the
117. 18:03surface of it you're like yeah it's just a it's just a it's just like Google it's not just like Google it's not and it is um
118. 18:15I mean I'm happy to talk about like what it is how it works what it's trained on but basically what chat GPT is is they
119. 18:21trained it on all of the internet so imagine um imagine you you know a savant who who's who's not very good at human skills
120. 18:31but has an incredible brain and has gone out and looked at every link on the internet and learned everything like
121. 18:39everything this Savant looks at goes into their crazy ass crazy straw brain that's what chat GPT is and you have to
122. 18:47give it a lot of guidance like a savant you have to it's kind of Shepherd it along and tell it what you want and say I want you to act like
123. 18:55um an expert at uh I don't know math differential calculus and it will go okay I'll act like a you know an expert
124. 19:05in differential calculus and then you start asking it questions and it knows like all the [ __ ] so um so yes I think it's really worth the
125. 19:13money but you don't need to spend the money to under to start to understand what it makes possible just go to bing.com
126. 19:20click on the chat button and then in a separate Tab in a separate window go to prompts.chat and read about prompting and read like
127. 19:31there's some free primers in there and some free ebooks there's a paydie book in there don't pay for it just read the
128. 19:37free [ __ ] and then look at the long long long long long list of prompts that you can tell bing.com to act like these
129. 19:46personas and just go start playing and at some point it'll click in where you'll go oh it could do that could it do this mm-hmm
130. 20:00have that moment play with it until you have that moment and then come back and then you tell me if you think it's worth 20 bucks
131. 20:09I mean I pay a lot of money for software that I don't think is worth [ __ ] so um 20 bucks for a piece of software
132. 20:18that's gonna change everything in my opinion it's going to change the way we work it's going to change the definition of
133. 20:25work it's it's got the chance of dramatically increasing Prosperity um does it also have the chance of making things worse yep um
134. 20:35are we early enough in this that we don't have to worry about that in the next three months yes no we don't um is it early enough that us as
135. 20:47individuals if we do good things with this and share that with the world it may actually have a positive impact on
136. 20:54the trajectory of where this goes yes that's why this channel exists all right
137. 21:08all righty then oh yeah tell me what what Sam Altman said about the plugins let's see do you think you'll see more Enterprise
138. 21:22versions that are walled off to protect intellectual property yes so Stacy B Stacy B hinzo flow am I I don't know if I'm saying that
139. 21:35right if I'm missing something but yes Stacy yeah I think I I think that's probably the next big area where where
140. 21:43these tools are going to improve dramatically um and quickly and and so when Google rolls barred and whatever other AI tools
141. 21:55into the office suite for the for Google office and when Microsoft rolls co-pilot across office 365. um both of them are going to make it
142. 22:06very very easy to essentially GPT your own your own data um I think Apple's also going to be really good at that I also think
143. 22:17proprietary data is where uh businesses are going to find competitive Advantage with with AI because one of the
144. 22:25challenges with generative AI is that every business that that gets started is going to be really easy to knock off
145. 22:32because you're just going to be able to take this tool and go go make me a business just like that one and it'll
146. 22:38just it'll just vomit it out and make it for you we're not too far from that so so so then what what becomes competitive
147. 22:47Advantage I think starts to look like proprietary data so um so I think it's it's very very important for um
148. 22:56for businesses because businesses won't use chat gbt if they feel at all like you know their private data is is
149. 23:06compromised in any way or or at risk they just won't use it so all of these companies understand that um so yes very good question all right
150. 23:19um that your travel guide is an excellent tool for travel is that your travel guide is an excellent oh I is it called that your travel guide
151. 23:30I'll look that up supposedly Bing is now available for iOS chat GPT app but I can't seem to activate it um I couldn't either
152. 23:43the interface for the IOS app is shitty so what do you have to do okay you have to do this you have to go to your settings which is in the
153. 23:53upper right hand corner sometimes setting shows up there sometimes it doesn't in a little hamburger menu sometimes it shows up
154. 24:00sometimes it doesn't but get into settings and then make sure that browse with Bing is turned on and then what you have to do is you have
155. 24:09to go new chat which I think is I can't I can't run it here um do I have it there no um basically you go to new chat which I
156. 24:19think is in the upper left hand corner I think you click on your your face and then it says new chat when you say new
157. 24:26chat what you get is what looks like what what you see in the um in the web version so let me show you so
158. 24:37okay so in the web version you go to this new Chat thing new chat and then you see how you've got GPT 3.5 and gpt4
159. 24:46in the iOS mobile app if you say new chat you get this same thing and then you click on gpt4 and just like this when it drops down
160. 24:55two menu items default and browse with Bing so if you're expecting it to browse with Bing and you haven't explicitly said use
161. 25:05the browse with Bing feature it won't do it so that's what you have to do I just figured that out today I'm glad I had an
162. 25:13answer on that one because I like I used it four or five times and I could not figure it out um please comment on playground okay I'm
163. 25:22happy to do that so so so what we're looking at right now is chat gbt now chat GPT is a very thin application sitting on top of the GPT
164. 25:363.5 and 4 large language model which is the the engine that sits underneath it so so this is an application what the what the
165. 25:45playground is is where if you wanted to develop an app like this or you wanted to develop a business app or you wanted
166. 25:52to do something the playground is where you go on an open AI servers to actually do that development and test your
167. 25:59prompts and things like that so if you want to get there you go to platform.openai.com slash playground so platform.openai.com playground
168. 26:11and then you end up on on this page and so you've got a giant window here with a submit button and then you have some
169. 26:19geeky [ __ ] over here to the to the right I'll explain that when you first get here you're in a Mode called complete
170. 26:26which basically it will complete something for you like write me a business plan for a lemonade stand
171. 26:40um in Antarctica and then you say submit and it will now write you a little business plan executive summary
172. 26:55and actually this is a good one because to write a business plan it'll be fairly long we'll see at some point this is
173. 27:01going to truncate and then I'll show you why it does that I also don't know why it's going so slow right now this is normally much faster
174. 27:07than this okay should be truncating right about come on
175. 27:24that's weird it's not truncating huh oh there it did okay there it stopped so the reason it truncated
176. 27:32um one of the settings you have here is maximum length so this is like the maximum number of tokens that it's gonna
177. 27:37you're it's allowed to generate that's a way for you to cap costs you also have a thing here called temperature which is
178. 27:44from zero to two this used to be zero to one so I don't know if they if I I don't know if one is the same as
179. 27:51it used to be like is 150 percent now or is one 100 and 2 is 200 I don't know but basically temperature means the lower
180. 27:58that you put it the more precise it is the higher that you put it the more creative it is just in simple terms
181. 28:06um and then you also have different modes you've got complete mode which is just a simple you send it a prompt you
182. 28:11get back a completion there's also chat mode where you give it a system prompt so the system prompt here will be like you know
183. 28:21I want you to act like William Shakespeare and when anyone you know asks you anything well we'll do it now um so say um you are Shakespeare
184. 28:32and you only respond in iambic pentameter um in highly um dramatic responses
185. 28:52and then so if I come over here now and I say um can you explain how internal combustion engines work
186. 29:08question mark and then if I submit that it should now tell me how an internal combustion engine works in a um
187. 29:17in iambic pentameter which you did ah the Roar of engines Fierce and Ablaze a symphony of power within the cage right
188. 29:26so so with with chat mode you're actually setting up kind of a Persona that it's going to act like and then you know you can you can
189. 29:36modify that and make it much more sophisticated but you can have it give you things so so basically what you do
190. 29:41here is you come and you kind of work out all of your prompting and get it working right and all of your settings
191. 29:47and your temperature settings and then that's the stuff that you would take and you would put into a zapier automation
192. 29:53or if you're doing no code stuff you might be creating a chat app called Bubble or you might all that sort of stuff so um
193. 30:04so I hope that helps uh Altman expressed uh let's see today today okay ultimate Express skepticism about
194. 30:20plug plugins product Market fit yeah that's what I thought it was um oh for SM a a not smma okay um yeah yeah Sam Altman has said basically
195. 30:34um people aren't using plugins there's there's a couple of reasons why um the interface for them is dog [ __ ] the quality of them is worse
196. 30:45um he's got it buried underneath a beta feature that you have to know is there to turn on they're not just automatically there for everyone
197. 30:54um and it's really unclear why and how you use them um I think that plugins are also probably just a stepping stone
198. 31:07to how autonomous agents are actually going to work so right now with plugins you have to know they're there you
199. 31:15enable them you then go look through 600 plugins some all of them look kind of interesting and cool and then when you
200. 31:22actually use them you're like is it me or does that suck and the answer is it sucks and and then so so you have to do all
201. 31:33that just to get to understand okay this plug-in is actually interesting that one's not right okay so now I've got a
202. 31:39set of 10 interesting plugins now I have to figure out which of those 10 plugins I'm going to use in any given chat session
203. 31:51depending on what I want to do in the chat session right so what the plugins kind of presume is that you
204. 32:00know what the [ __ ] you want to do right so if I know I want to go plan a trip um I might go to chat EPT and say okay
205. 32:12um rather than just having it go to the Internet and look at anything I'm going to use these plugins because they're
206. 32:16they're special travel plugins and so I'm going to enable three different travel plugins and then I'm going to ask
207. 32:22it to plan my trip the problem is sometimes those plugins aren't great and you would have been better off just
208. 32:28having it go search the internet but also I think just most people aren't quite that intentional yet with
209. 32:34chat GPT I think everyone's trying to figure out what the [ __ ] do I do with this thing how do I actually use this thing
210. 32:41so I think so so so that's kind of the problem right now is that to get real use out of the plug-ins there's like 20
211. 32:49steps that you need to do up front to even get your head around what they are and then you have to start using them in
212. 32:56this really intentional way I think where these things go in the future is that plugins will still exist but we just won't really see them
213. 33:04they're going to drift into the background because what you'll do is you'll go you'll say into your magic box
214. 33:10um I want to plan a trip and the magic box will figure out do I need to use a plug-in can I just get that off this the internet
215. 33:18um is it something so specialized I need to write my own API for and I'll just write a custom API call the data and
216. 33:25deliver the answer based on that custom API like that's where I think we're going is is these things are going to be
217. 33:30a hell of a lot more intelligent about solving your problem so so rather than you having to be the architect of the
218. 33:38application all you have to do is have your gold right and that's the promise of autonomous agents like Auto GPT and
219. 33:45baby AGI and all that sort of [ __ ] the promise of that is you just say I want to go to Cincinnati three weeks from now
220. 33:52and it will go figure the rest of the [ __ ] out the reality is it's not very good at that right now and the plugins
221. 33:59are not very good right now so the grace that I'm trying to live within with all of this AI stuff is just understand how [ __ ] early we are
222. 34:13even though machine learning and ai's been around for 20 or 30 years this generative AI stuff these sort of post-chat GPT stuff
223. 34:24is only six months old and so everyone's trying to figure it out everyone's throwing all the pasta at all the wall including open AI so um
224. 34:34so I don't know now now Sam Waltman has also said that they want to get heavily into the um agent business the personal agent
225. 34:44business like everyone will have a personal assistant it's this AI thing um the the ex-founder of deepmind just
226. 34:51got funded 1.3 billion dollars for his personal assistant called Pi um Apple's gonna definitely have one of
227. 34:58these Microsoft is gonna definitely have one of these hopefully hopefully they name it clippy 2.0 but if they don't
228. 35:04we'll still forgive them Google's gonna have one of these um so now open I oh open AI has said that they want to create one of these
229. 35:12and they're what I just described you give it some goals and it'll go figure [ __ ] out for you um yeah the smma stuff smaa stuff hang
230. 35:22on yes um this is the automation stuff is that right day today no that's not it
231. 35:40I I the the answer to the smaa stuff is that I don't know I don't know the tools I would go to I would go to
232. 35:46futurepedia.io and just look for that there I'm sure there's tools out there for it but I mean that said there are
233. 35:52things that you could do within GPT 3.5 or gpt4 and just do a lot of the you don't need a tool necessarily there's
234. 36:00probably a lot of stuff that you can do around smaa just within gpt4 do I reply to DMs I do um what are something that I use it for
235. 36:13so I'm using I'm using generative AI for a lot I'm using it for um one is just like I'm more creatively
236. 36:25inspired and activated than I have been in like three decades so one is just trying to get my head around this [ __ ] is changing the way I
237. 36:36think about everything so so just at a at a at a human being level what this that in particular chat GPT what it makes possible like the the
238. 36:49portal to knowledge that it is is so profound that I'm just like I I've spent the last six months just trying to get my head around it
239. 36:59um and and it's it's it's insane so so that's that for my business I use it for a lot of things we're using open ai's
240. 37:07whisper technology to do interactive transcriptions I have a video storytelling like a an automated video
241. 37:13storytelling platform somebody answers a series of questions in our app it goes up to the cloud five minutes later you
242. 37:19got a fully edited video so we've been around for 11 years companies called storyvine um so so now for every video in the
243. 37:28system we've got interactive transcriptions that are generated by by Whisper so they're actually really good
244. 37:33like I haven't had transcriptions for a decade because the transcription sucked or they were expensive or they were
245. 37:39slower you had to use people these are just good you put them in there they're good so so there's that the way we create our templates for
246. 37:47people to tell their stories we have to write these prompting questions so I created an engine where you answer a few
247. 37:52questions about a story that the the client wants to tell and it will automatically write you a set of questions and they're as good if not
248. 38:01better than what we would create over a two to three hour you know two to three single hour sessions it knocks them out in 30 seconds
249. 38:12um I'm also looking at completely re-architecting the value proposition of my company the product roadmap of my
250. 38:18company and the long-term vision of my company in the face of this um so I there's not much that I'm doing personally or professionally that
251. 38:28doesn't somehow involve this so um that I also started a community called the AI Salon uh which you're
252. 38:38welcome to join if you want to hang out with a bunch of Geeks trying to figure this [ __ ] out and I started this channel
253. 38:43so uh you know I'm I'm now a 58 year old influencer [Laughter] I gotta take me some twerking lessons can chat GPT teach me how to twerk
254. 38:57laughs how do you suggest starting with it that's what this channel is all about that's why so here's the deal if for
255. 39:03those of you that have been here before I apologize for this because this I I go over the same [ __ ] over and over again I
256. 39:09will change out these URLs but that are behind my head when I think it makes sense but but the reason they're there
257. 39:16the reason all this is theirs is to answer your question DJ start just go here go to chat.openai.com
258. 39:25and start playing it's gonna look like a Google search box and you can type something in and and just start with what I call parlor
259. 39:33tricks tell it to write a song for you like a country song about some cliche topic or um have it write you a poem or or uh ask
260. 39:44it to explain something to you that you have no clue about like I always say you know explain quantum mechanics to me and
261. 39:51then it'll do it and then it's still too complicated and I'm like okay explain quantum mechanics to me as if I were a
262. 39:57six-year-old and then I'll understand it or use metaphors or do it like Shakespeare would do so the parlor
263. 40:03tricks are just start to get your head around there's almost nothing that you can throw at this where it won't give
264. 40:09you some sort of interesting response or some sort of response sometimes it's interesting sometimes it's not
265. 40:15and then the second thing to do is go to this URL prompts.chat and this will teach you about prompting and prompting
266. 40:22is I I saw a description today of of that that rather than calling people prompt Engineers we should we should be calling them um
267. 40:33um I think it was GPT psychologists or or llm large language model psychologist but basically interacting with this
268. 40:42thing is like is like a psychological exercise and it very much is um unlike a Google search which kind of wants the most sparse
269. 40:52prompt possible like a Google search is just like you know give me uh you know the competitors to this company and it
270. 41:00will go out and do that chat apt works better the more context you give it so the more you interact with it and tell it okay I want you to
271. 41:07act like this and I'm gonna act like this and I'm going to tell you a little bit about what I'm up to and then I'm
272. 41:12going to have you ask questions and you know so you can understand what I want to accomplish and and you have this back
273. 41:18and forth conversation with this thing and the more you back and forth with it the better it gets in a given session um
274. 41:28there's a point at which in a given session it will sort of forget where you started and that can get kind of weird
275. 41:33but you know it's just the state of the art right now um but but it's it's very much it's very much an interaction the best way I can
276. 41:43think about it is like chat GPT is like you just hired um an intern who needs a lot of Direction but who's brilliant like knows everything
277. 41:56but it needs a lot of direction or she needs a lot of Direction hello Tyron truth coach GPT what's happening
278. 42:08how much is the program to use it to use this nothing if you want to use plugins it's 20 bucks a month
279. 42:17bing.com is also chat GPT for free it's gpt4 for free and and bing.com uh has announced that they will support plugins
280. 42:28um once they're rolled out more largely um rain rain I gave you some examples of how I use it if that's not clear I'm
281. 42:38happy to talk about other ways I use it but that's those are the biggies for me right now foreign
282. 43:01I lost my place I lost my place get me back to my place would you and read most companies are freaking out
283. 43:11yes companies are freaking out right now and they should be freaking out right now if like I mean I'm I'm a
284. 43:20an owner of a business but it's my my business is relatively small we only have I don't know six or seven full-time
285. 43:26employees and we have a tech team in Prague um but like I've been in sort of existential crisis mode about my business for like five
286. 43:38months no more than that like seven months now um and I and I think you know I think big companies it's way harder because for
287. 43:48big companies to unlearn how they do what they do is going to be really hard so all right help troubleshoot coach GT help
288. 44:03troubleshoot my JBL speaker with it this am oh that so so there's a buddy there's a guy that's part of the AI salon
289. 44:11who's the the maintenance manager of my building and so he joined the AI salon and he's he's been into this stuff and he
290. 44:19actually created a business called maintenance mentor so I was giving a keynote speech in our building we have a big presentation
291. 44:27space and there were like 160 people coming and we go to setup the the uh the computers the presentation and the sound doesn't work
292. 44:37the audio doesn't work and chat GPT we troubleshot it with maintenance mentors so it was basically calls to chat GPT that solved our
293. 44:45problems so yeah I've I've done something very similar and it was like you know we had like 30 minutes to troubleshoot it and it was
294. 44:53this really hairy weird problem it ended up being a bad a bad HDMI port on one of the machines um but it helped us troubleshoot it
295. 45:03can we businesses download the open a open AI model even if it's a hundred terabytes so you can't download the
296. 45:12weights What's called the weights which is their proprietary Secret Sauce of how it works meta has released
297. 45:21their core models and weights to the developer community so if you go um go to Reddit or just go to Twitter
298. 45:31and look for open source llm large language model you'll see all the different projects out there there's a
299. 45:38bunch of projects out there a lot of those projects are doing two things simultaneously they're training up these
300. 45:45smaller models to be as good as chat GPT 3.5 one of them was it the MPT model one of one of them yesterday exceeded
301. 45:58um GPT 3.5 uh the the the vicuna test or someone I don't know whatever someone came up with a test right that is it as good as chat GPT
302. 46:09um and and an open source model for the first time yesterday exceeded GPT 3.5 um so those you can download and and so
303. 46:18so one thing they're doing is they're making the quality as good but they're also making the size smaller and smaller and smaller so they're
304. 46:25figuring out ways to optimize um the thing so I think probably within a year or two we'll have files small
305. 46:33enough that you can install them like on your phone or on any laptop or any computer without connection to the
306. 46:40internet that'll be as good as GPT at least GPT 3.5 is now maybe gpt4 although it's it sounds like gpt4
307. 46:50is a lot more complicated than open AI is letting on is AIP RM needed if I knew it AIP RM was I could maybe answer that what is a iprm
308. 47:07for those of you that think of a machine learning scientist I'm not um I don't know what it is chat CPT doesn't
309. 47:19know what it is if you could spell out your acronym I use chat GPD to help my mom save 18K and back taxes that's super
310. 47:25cool once you get good at it it's like Kyle says sky's the limit yeah like like that's the thing like right now there's not
311. 47:37it's not like you can go to a class and get a certificate in what this thing is because it's only six months old and what it's going to be
312. 47:49is not going to resemble what it is right now at all so the most important thing you can do right now is get really curious and get
313. 47:57really adventurous and learn this thing well enough to to start understanding that whatever it is that you're really good at and that
314. 48:08you're really passionate about it can help you think of this thing as as an amplifier for your Humanity for what you want to
315. 48:17do or what you have always wanted to do it can likely help you do that and and I mean generative AI in general not just
316. 48:25chat EPT but start with chat EVT but it might be images it might be videos it might be music but start here
317. 48:33start to get your head around just how deep this well is just how deep it goes and it's it's kind of like the harder
318. 48:42you push it the better it gets and and once you start so I've been saying this on my lives for the past three or four
319. 48:48nights you should use this until you have what I call the Kevin McAllister moment have your home alone moment where
320. 48:55you're on chat GPT and then you go foreign I had no idea it can do that what do you think of Microsoft's new AI
321. 49:10certificate I listen I think a I think it's probably going to be good because it's going to be generative AI I think
322. 49:17there's a couple of things that I've seen in the past week or two that I think are are promising and and
323. 49:22interesting one is the new Microsoft certificate um Google just released one as well open AI just did they've got a what's it called
324. 49:34um did I did I go search for today um let's see open AI prompt engineering yeah open AI
325. 49:48has has an article called um best best practices for prompt engineering with open AI API and there's another one for chat GPT from openai
326. 49:59that's really good um the city of Boston released a set of guidelines for using generative AI so so we're starting to see
327. 50:10you know big organizations or cities right starting to say um this stuff's important it's worth learning here's free free things on how
328. 50:19to use it everything that I've seen so far are relatively um high level simple you know this is not a computer science degree this like
329. 50:28how you use generative Ai and like how you use it in your life so I think I think they're all good again anything
330. 50:34that you can do to get you up to speed on what this makes possible is the most important thing to do right now
331. 50:42um that link are all my that link are all my use cases with chatgpt I posted a video today about the back taxes use case that's awesome
332. 50:50awesome awesome most companies are freaking out what about real estate um so so yes it's gonna be it's gonna be
333. 51:01really good at real estate let me see I wonder how many real estate plugins there are let me go look at that
334. 51:08if there's interesting ones in here maybe we'll go play [Music] hop hap
335. 51:23enriched real estate data and location-based tools um I think just using gpt4 connected to the internet or Bing you know you can you
336. 51:34can search for houses in a price range you can you can do all that sort of stuff I think it's going to be amazing
337. 51:39for Brokers and agents to be able to do marketing easier better um I think the ability to do virtual
338. 51:49walkthroughs right now is not super easy but I think with Nerf technology which if you haven't seen what's going on with
339. 51:57the Nerf stuff where basically they're just taking you know a series of still photographs with a digital camera and it
340. 52:03turns it into 3D you know fully skinned models that you can navigate like that shit's happening so so I think the the ability
341. 52:12um for for Real Estate to be able to do what they do much more efficiently I think it's going to be huge and again if
342. 52:19you're in real estate what I you know what I would encourage you to do again go here start learning what it can do
343. 52:26and then take what you do and see if it can help you do that so give me a table comparing this neighborhood to that
344. 52:32neighborhood and the pros and cons of each and it will create you a table for that um it's a huge opportunity for people to
345. 52:42become in quotes the expert coach GPT yes that's that's very much right and and here's the thing about being an
346. 52:49expert in in generative AI right now there are no [ __ ] experts period end of story there there are experts in
347. 52:57machine learning and the science side of this the research side of this but with generative AI with chat GPT kind of the all this new stuff
348. 53:06no one's an expert right now and no one will be for for I'm guessing two years because there's just it's it's moving
349. 53:13way too fast it's evolving way too fast that said start teaching yourself how to use become AI literate and as you do that
350. 53:22start teaching other people start talking about it on LinkedIn start sharing that you're doing this thing let
351. 53:28people think you're [ __ ] crazy my my friends and family think I'm just batshit crazy my co-workers are like oh
352. 53:34God he's talking about that again I don't give a [ __ ] this is some of the most profound stuff in the history of
353. 53:39humanity I'm I'm in right so so um just start doing that and what will happen is the people around you who want
354. 53:49to learn about this stuff when they think I gotta figure this out they'll go ah I know I gotta talk to that that guy in the
355. 53:57office he was talking about chat GPT and I told him to [ __ ] off let me go let me go take him out for a drink could you uh
356. 54:04I heard this thing might be taking my job could you uh hook me up be the guy that they come to be the woman that they come to um
357. 54:19[Music] please comment on playground versus Bing so playground with playground you're just playing with
358. 54:28you're sort of accessing the different large language models and and you're kind of down more at a programming level
359. 54:34Bing is is an application layer that's sitting on top of that just like chat GPT so you've got your large language
360. 54:41model down here and your fine tunings all the proprietary [ __ ] that open AI does then you have chat sitting up here it's
361. 54:49an application layer that sits on top of that core model the playground you're kind of more directly accessing the
362. 54:56models and the apis and things like that right so it's just a way for you to access it at a layer underneath this
363. 55:02application layer Bing and chat GPT are both application layers sitting up above the base models so so the playground requires you to
364. 55:13have a bit more technical chops to just even get your head around what what the [ __ ] are they talking about
365. 55:20and understand that if you really want to understand all this stuff on that page you have to go to the documentation
366. 55:25and then in the documentation they're going to give you python code and Json and you have to understand Python and
367. 55:31Json and just you know if you have to understand enough technically to understand even what they're talking
368. 55:36about they'll talk about weights and embeddings and and you know Vector library or vector databases there's all sorts of [ __ ] down there
369. 55:48that when you use chat GPT you don't need to worry about that stuff when you use Bing you don't need to worry about
370. 55:53that stuff if you're geeky and you want to learn about that stuff then that's why you would play on the playground
371. 56:00the playground does sound fun currently trying to justify 20 a month to my Frugal employer to play around with gpt4 versus 3.5
372. 56:10keep working on your employer well a waiter maybe you know get to your employer is figure out something your
373. 56:15employer is really into and then show them what what GPT can do you know maybe GPT connected to the internet
374. 56:22um but you can just just use uh the chat at bing.com that's gpt4 connected to the internet right so that's free so in the
375. 56:32interim between when your boss you know coughs up to 20 bucks you know or just pay for it yourself but if you don't
376. 56:38want to do that then I just use Bing resumes are a fantastic use case how did you get the playground you get the playground
377. 56:49platform dot openai.com so platform instead of chat platform dot openai.com playground do you do this in playground I'm not
378. 57:01sure what you're referring to but the the white screen I was looking at was in playground GPT 3.5 in chat GPT can only remember so many of
379. 57:13your inputs before it forgets that's correct so it's got a it's got about a three thousand word what it's called
380. 57:19context window so as you're chatting think of like this sliding 3000 word window where anything you know older in
381. 57:28the conversation that's more than three thousand words or so will be forgotten if you're asking well why can't it
382. 57:34remember just because it sucks right now and things are early um but the gpt4 is going to be a 32 000
383. 57:45token context window so it's going to go up to about 25 000 words and if you really need a large context window if you subscribe to poe.com
384. 57:54one of the Claude models there has a hundred thousand token context window so so at poe.com you can put in 75 000
385. 58:03words and you know interact with it so it has a much longer memory for for a given session at po.com you could also do things like
386. 58:14copy and paste an entire novel manuscript into it and start interacting with it um it looks like I may have to go pick up my kids
387. 58:29hold um I've never known it to succeed in iambic pentameter successfully yeah I know
388. 58:45anything where it's actually got to count something I I noticed that too it's it's iambic pentameter like
389. 58:51it doesn't it doesn't quite have the right syllables there's there's a lot of the problem with um anytime you ask it to count or calculate
390. 59:02or say give me exactly this many words it's really bad at that because of the nature of the prediction model so it's
391. 59:09kind of predicting the next most probable word until it's finished so it may intend to only write 75 words but it's just going through and
392. 59:20predicting the next word and if sometimes it's 65 words sometimes it's 90 sometimes it's 78 sometimes it's 75
393. 59:27it's kind of random so I think iambic pentameter is similar that way but it gets close it sounds Shakespeare like
394. 59:36um the other thing that you can do a thing that probably would work is if you've got some writing if you if you've got a little
395. 59:45description of what iambic pentameter was that really described it and you had example iambic pentameter
396. 59:52um I bet it would do good then and I I've also it's also not good at it can't do a Shakespearean sonnet very well
397. 59:58because that's got a very specific 14 line structure that it doesn't get right either but if you give it a um if you
398. 1:00:06give it an example it'll probably do good that's that's a good trick with with uh with chat GPT is if if you just
399. 1:00:13can't get it to kind of give you the Nuance of what you want give it examples it's good at that um Let me let me check my text though I
400. 1:00:21gotta I think I have to I have to go pick up the chillings what
401. 1:00:36time question mark all right you get a ton of options for the models too for beginner and non-developer oh uh coach GPT is talking about the
402. 1:00:46playground yeah you get there's lots of other options there that both both the good thing and the bad thing about the
403. 1:00:54open AI playground is that it's more complicated there's more options right it just means it's more complicated but
404. 1:01:01there are more options there um that's not iambic pentameter I know I know language Geeks what website was that I
405. 1:01:10don't know which one was I on uh I forget what I showed I forget what I showed sorry about that I think that was the playground was it
406. 1:01:20if it was the white one it was it was platform.openai.com playground thank you that was helpful you're welcome Eddie uh DJ cracked up at
407. 1:01:30something um how many people are using Chachi PT for more than their job I think most I think most people that are using it are
408. 1:01:39using it for more than their job there's also um there's also there's a guy there's a Wharton Professor named Ethan Malik
409. 1:01:48um definitely worth following on Twitter his his pieces are amazing um he does like medium articles they're
410. 1:01:55amazing he just did one like last week called discovering the secret cyborgs and what he's talking about is the
411. 1:02:04secret cyborgs are so so in case you didn't know chat GPT went from zero to 100 million users in six weeks fastest adoption of technology in
412. 1:02:14history what Ethan Malik is talking about in this article called discovering the secret cyborgs I think it's discovering
413. 1:02:21is it just discovered I think I don't want to give you the wrong one um Malik Secret a detecting detecting the secret cyborgs
414. 1:02:34so what he's talking about here is within organizations right now you've got a an entire class of people that are
415. 1:02:43using generative AI as a personal productivity tool and they're not telling their company about it because
416. 1:02:49the company may have a policy that says you can't use chat jpt it's evil it's gonna they're gonna steal all our data and or they're like you
417. 1:03:00know if if you use it you're going to get fired or um employees might be doing now in four hours what used to take them 30 hours
418. 1:03:10and they don't necessarily want to tell their boss so what you've got is you've got organizations who are still trying to figure out if
419. 1:03:19they're going to use generative AI if this is all just hype and [ __ ] right they they don't it's not easy to use on
420. 1:03:25their own data there's very unclear boundaries around security and privacy so the companies are kind of slow
421. 1:03:32rolling this stuff the employees are kind of going all in and there's this Gap that's happening right now where
422. 1:03:37you've got these secret cyborgs and what Malik talks about is that companies should aggressively go after their
423. 1:03:45secret cyborgs they should figure out who they are who's learning this [ __ ] we're not going to fire you we're going
424. 1:03:51to celebrate you come teach the board what this [ __ ] is so again back to that idea of I think there's huge opportunity for anyone
425. 1:04:00right now to learn this stuff start telling people you're learning it don't be hiding it because as organizations
426. 1:04:08start figuring out we need to figure this [ __ ] out um you'll be the one they come to and then in terms of using it for more than
427. 1:04:17your job like I'm using it for everything I use it for like like planning um um like like personal lists
428. 1:04:25organizing things when when someone's like hey I need to figure out this that or the other like a personal favor I
429. 1:04:31like just hop right on chat GPT help them figure it out you know 10 times quicker than I could have done it otherwise I like like
430. 1:04:39I'm almost using it as my this is taking me three or four months to get there but I'm almost using it as my default
431. 1:04:46initial step in any problem solving so rather than saying oh here's a problem let me think let me Ponder on
432. 1:04:55that and well I'll go to Google and then I'll search this and then I'll search that nope and I'm I'm having to like untrain my
433. 1:05:02[ __ ] 58 year old brain to not think like that and to just go oh problem let me let me go let me start with chat jbt
434. 1:05:12and at least get my my head around the problem and and what the possible solutions might be and it does it like that so so
435. 1:05:21I think a lot of people are using it the the once you kind of get what it makes possible it's it's almost hard to to
436. 1:05:30think like why would I do that any other way like it's it's it's strange what time ten wait okay um hold please
437. 1:06:04all right thank you thank you agree we were in Chicago last week we wanted to eat somewhere near the United Center yep
438. 1:06:12oh that's cool I left you on the Roseanne show that's just evil that's that's that's a Tom Arnold joke I
439. 1:06:20resemble that remark I got a new haircut I do this hair with the tall hair I do you know what you're right I right now
440. 1:06:27with this haircut as tall as it is and with these glasses and with this dippy-ass smile right now I look like
441. 1:06:33Tom Arnold uh when he when he lost all that weight like was it right after he got the divorce yeah so thank you that's
442. 1:06:41that's a solid troll kimster I appreciate it create creative trolls are good creative trolls are the best is it a compliment sorta
443. 1:06:52is it a dramatic slap down yeah yeah it's all of those how would you be here by 10 leave by um
444. 1:07:19all right so I've got I've got 15 minutes and I gotta go uh we had a concept after dinner that suggests us the suggestions using the
445. 1:07:30kayak plug-in were garbage yeah I my um my co-founder of my business coach is um she's very very experienced at travel
446. 1:07:41stuff she used to run a travel agency so she's very experienced at it and she she said all of the travel plugins suck that
447. 1:07:48she used right but but using chat GPT connected to the internet was better because I assume what it can do is it
448. 1:07:55can search multiple sites depending on your query all right you can't specify that you want to use one and which one
449. 1:08:03you can only pick the three it may use if it seems like it's appropriate yeah plugins plugins are a bit of a mess right now
450. 1:08:12hello Emilio's wife welcome welcome welcome the best plugin for chat GPT in my opinion is metaphor yabl and stories all right let me go
451. 1:08:25I haven't played with stories you've talked about in here before but I don't I haven't heard of those other two so let me go get them yabble
452. 1:08:39all right create insights instantly any audience any questions yabble it that's interesting and then metaphor all right
453. 1:08:50metaphor meta Mentor metaphor search meta four yeah metaphor search access the internet's highest quality content
454. 1:09:01recommended by people powered by neural search okay that's interesting I mean that's that's that are really just kind of of gateways
455. 1:09:10to specific sites so if if someone's got a site that does a very specific thing and it's been around for a decade and
456. 1:09:17they write a little plug-in like what the all the plugins really doing is it's saying here's a description of when you
457. 1:09:24would use this plug-in and then if you're going to use it here's the API for the [ __ ] you can send it and the [ __ ] it'll return back
458. 1:09:30so they're really easy to write which is also the reason why a lot of them suck right because people are writing plugins
459. 1:09:37like one of them that I saw that just made me want to smash my face on the screen it like rewrote the copy of a
460. 1:09:43website for you which was okay did it okay but then it said if you want you know more things like this come to our
461. 1:09:49agency and you know we'll do this for you I'm like yeah it's just like an ad for an agency but I'll play with those other two
462. 1:09:58that's cool thanks for thanks for sharing that uh the future AI can easily replace us so there's no point if if
463. 1:10:04we're here early or not I don't know listen I think it's really easy to go to the dark place I'm I'm trying to stay in
464. 1:10:11the light just even though you know I've got some Shadow over here like the dark is creeping but I'm trying to stay in
465. 1:10:17the light I'm trying to stay in the light here um Jarvis is real it's gonna be we're not that far from it
466. 1:10:27what jobs won't be taken over by AI I don't I don't if I mean listen a I don't we we it's easy to forget a AI isn't six months old ai's
467. 1:10:40been around for like you know what two decades maybe you know three three two to three decades but 10 years 10 to 15 years where it's been
468. 1:10:51you know expert systems and things like that have been pretty powerful so there's there's a lot of AI in everything we do right now
469. 1:10:58this generative AI stuff because it is such a general use tool and because it's so powerful from everything from the you
470. 1:11:07know the highest paid knowledge worker all the way down to the most tactical you know person Ally with knowledge work and creative
471. 1:11:14work and and you know any any kind of any any kind of computer work um I don't think there's a single job that won't be
472. 1:11:23completely transformed by it um it doesn't necessarily mean that those people are not going to have jobs
473. 1:11:30it just means that the jobs they do and how they do them are going to be completely different how far it extends into sort of
474. 1:11:39non-knowledge workshops and non-creative jobs I don't know but if you change how everything is done you know sort of from
475. 1:11:47knowledge work down to Tactical um I can't imagine that that's not going to have a dramatic impact you know
476. 1:11:53farther down the chain and it's like even even someone who is well actually a good example the the maintenance guy for
477. 1:12:01the building that my my company is at he created this thing called maintenance mentor that tool so basically what it is is as
478. 1:12:11a as a maintenance person running a building you hire these mentors so there's like the HVAC guy and there's the plumbing
479. 1:12:19guy and there's the electrical guy and the you know or person um that that are these GPT agents right that teach you how to fix stuff and
480. 1:12:30troubleshoot stuff so uh and he's also doing it so that it can translate it from English to Spanish right so there may be um
481. 1:12:40how maintenance people do their work and how they solve problems might change dramatically they might be able to do it
482. 1:12:48faster they might be able to do it more efficiently they might be able to do it better they're they're they may be able
483. 1:12:54to deploy an agent that rather than them having to manually update the firmware for these six devices an AI agent will just go do it they'll
484. 1:13:04just say hey go update all my [ __ ] and it will know all of the systems it will write apis to go get all the
485. 1:13:12updates it will have access to all of the control systems that they gave it access to and it'll update all the
486. 1:13:18firmware and it'll do it in the least busy time of the building right it'll do all that stuff automatically so I don't
487. 1:13:26I can't imagine a job I mean you know what was it Wendy's has now said that they're gonna they're they are in active
488. 1:13:35tests with virtual drive-through uh order takers hey can I take your order that person I think I think it's Wendy's is is now
489. 1:13:48experimenting with that I I just I can't right now I can't imagine a job that's not going to be affected by this [ __ ]
490. 1:13:55I feel that any job that is data entry will be gone soon data entry customer service um all tactical executions so think copywriting
491. 1:14:10you know photo editing um you know internal comms reports like like all of it if if you haven't seen um if you haven't seen code
492. 1:14:25interpreter go to YouTube right now and and just search for code interpreter chat GPT it's a new mode that's coming for chat GPT
493. 1:14:34that's a full-on data analyst that not only analyzes data but like writes Python scripts to generate reports it's
494. 1:14:42like [ __ ] insane thanks for the response hey Thelonious the image of the license plate was too undetailed to
495. 1:14:51denoise yeah I I know that that's that's one of the hey there that's that's one of the things whenever I see one of those TV
496. 1:15:00shows where they take the completely blurred out thing and it it turns into this you know perfect perfect sort of thing
497. 1:15:06um there's a point at which where there's not enough data there to get it so anyway sorry about that that sucks
498. 1:15:12um humans that humans that can make mistakes humans can take mistakes and take too long yeah so this will speed that up
499. 1:15:21um the other thing so because I know there's a fair amount of people here um this isn't all Shangri-La so um Chachi PT does what's called
500. 1:15:30hallucinating if you don't know that basically it will lie to you um and it will it will confidently
501. 1:15:37um give you an answer even if it's wrong so I like to call it mansplaining as a service I didn't come up with that term but I love it
502. 1:15:44um like a good man it will confidently answer you even if it ain't right um it does that a lot and there's
503. 1:15:50reasons why it does that that will get better over time but just know that so if you're using this to do anything like
504. 1:15:56say write a legal brief it could be really good at writing legal Arguments for you but it will also cite cases that
505. 1:16:02don't exist so check them if you're putting it in front of a judge for example is the AI salon on Tick Tock are
506. 1:16:12we are here let me show you the I'll show you the info for the AI salon yeah so that's the URL the salon.ai that's a um
507. 1:16:22um there's a link tree there so we've got a meet up that we meet every other week the next meeting is next Wednesday
508. 1:16:27the fifth we usually meet on Tuesdays but Tuesday's the fourth so we're going to meet on the 5th and we're doing a
509. 1:16:33cool thing called AI confessionals next week where where people are just going to talk about here's something I did
510. 1:16:38here's something I learned here's my big Insight those they're fun meetings we usually have speakers we also have a
511. 1:16:44Discord server where you can geek out and ask questions and play with mid-journey uh and then we have a LinkedIn group as well and then this
512. 1:16:51everyday AI is a newsletter that I do with a guy named Greg mushin and we do cool sort of Twitter threads there and things like that
513. 1:17:01uh no please Kyle no twerking I know I just I just taunt people with my my thread of turkey twerking if if you
514. 1:17:09don't if you're gonna troll in here and you don't troll creatively I will twerk I will punish everyone in here
515. 1:17:18if you're not a creative troll what does chat GPT why does chat GPT not use a continuous knowledge base okay
516. 1:17:29because the the way that they actually train the base model the base large language model is actually a very manual um
517. 1:17:39time consuming process they're they're basically identifying and tagging like probably hundreds of thousands of data sources
518. 1:17:50um and then it's um millions of dollars of GP GPU compute time they're basically using um GPU enabled AI supercomputers to to
519. 1:18:05train train these models on massive data sets so so basically what happens when when it's called embedding when they're
520. 1:18:14embedding a data set they're turning it from words into what are called vectors so it's a series of numbers that
521. 1:18:20basically plot these words into semantic groupings mathematically like it doesn't even know they are words they're just number
522. 1:18:28vectors Within like many thousands of dimensions of space like mathematical space so when you do a prompt
523. 1:18:39what it's actually doing is is it saying based on all of that prompt what is based on all of the words that I know in all of these you know
524. 1:18:48meaning regions um what's the next most probable word in the sequence and then what's the next most probable word after that and the
525. 1:18:56next one after that so the way it actually does what it does is um is pretty fascinating but that's a it's a very very time consuming
526. 1:19:06hardware and and human being um heavy process and it just takes a long time it's like six months six months to a year something like that um
527. 1:19:18so that's why but because they're not connected to the internet it kind of It kind of fills the Gap and over time I would think
528. 1:19:26that they're gonna find ways to augment the base models with maybe once a month they update them or something like that
529. 1:19:33I don't know enough about how it works I like that might not be possible right so with current technology but you know
530. 1:19:39someone will figure that [ __ ] out but that's why there's the I only know anything up to September 2021 that problem
531. 1:19:48um I love trying to figure out the best way for word prompts for AI I know it's like I saw it described today on um
532. 1:19:57on Twitter as a large language model psychologist that you're more like a psychologist when you're working with
533. 1:20:03this thing than an engineer that you're really trying to figure out um you're really trying to figure out like
534. 1:20:12how do I give this thing enough context like you would give an intern so that that intern can get the job done
535. 1:20:20I do too I'm the same way Hercules it's there's there's I don't know something really gratifying about the problem
536. 1:20:26solving that is prompt writing because it's it's creative and it's technical and it's like magic and it's completely
537. 1:20:37unpredictable right so it's like it's like this amalgamation of all these different modes we we sometimes work in
538. 1:20:47um I think Kyle is asking Bing how to make it oh to his kids in 17 minutes oh I'm gonna yeah I was talking to my kids
539. 1:20:55before they were they were like I was like when when do you want when do you when do you want me to I like I don't know what I said I said
540. 1:21:03something they were like 10. and I'm like do you want me there at 10 or should I leave at 10 and there was a whole back and forth
541. 1:21:10sorry about that the 80d thing sometimes I just exit conversations without any context I'm the guy that come to it work you
542. 1:21:19should like you should strive to be the person at work that people are like when when they finally get the itch up their
543. 1:21:27butt to go I need to figure out to say I stuff you should be the one to come to how will they know that because you talk about it
544. 1:21:37which one is the free well chat GPT is free but it's only the free is 3.5 if you want four you have to pay for it there
545. 1:21:48bing.com is also free and it's chatgpt4 for free it's slightly different than that one but it is chechi
546. 1:21:57pt4 and it's connected to the internet so bing.com click on the chat button at bing.com that's chatgpt for and it's free
547. 1:22:09also tell it to make you an image of something they Incorporated Dolly image generation into Bing um chat so you can say make me a picture
548. 1:22:18of a dub flying through the air and whatever and it will now Dolly kind of sucks as an image generation tool so
549. 1:22:26they're not going to be great and then pose also free um but the the the the fancier models are not so one and three
550. 1:22:36cost money to have the fancy models um number two Bing is the free version where can I find those articles I don't
551. 1:22:47know which articles I showed hang on
552. 1:23:02um [Music] so go to help.openai.com
553. 1:23:30hmm did I have a way to I don't think I have a way to put it here hang on
554. 1:23:44go to help help.openai.com and search for the article how do I create a good prompt and then click on quick start tutorial
555. 1:23:56and that gives you if there's a really cool thing that openai did where they teach you how to do how to do some prompting
556. 1:24:05um but you can also go to this thing like why I have this here prompts.chat will teach you about that stuff as well
557. 1:24:15um how am I doing oh I gotta leave I gotta leave the kids oh AIP RM is a chrome plug-in that pre-prompts you it also costs 20 for the
558. 1:24:24premiums I am not paying for any Chrome plugins right now simply because um they're they're they're too sort of
559. 1:24:33fleeting they're they're too they're too easy to build and they're too easy for people just to do things that look slick
560. 1:24:39on the surface but are just kind of [ __ ] that are ultimately going to be replaced by something that one of these
561. 1:24:45major companies does so I'm not playing with them right now it doesn't mean there aren't good ones out there there
562. 1:24:49probably are I just haven't explored them for me right now the it's I like a more pure experience like I I really the
563. 1:24:58more I can get my head around understanding how the hell this thing works and and how I can make it work
564. 1:25:04that that right now is serving me so all the plugins and all these little apps that are kind of pre-prompting for for me
565. 1:25:13um I'm I'm just kind of resisting them because I'm like I don't wanna I don't want to get lazy because it's we're
566. 1:25:19gonna get lazy soon enough like within a year we won't we probably won't have to prompt like we have to prompt now
567. 1:25:25um so that's why I just go there anyway um thanks for hanging out maybe I'll pop back on later I gotta go pick up the
568. 1:25:31chillins so I'm out of here uh everyone have a great Sunday night have a fantastic fourth I'll probably see you
569. 1:25:37tomorrow if not later tonight peace everybody thank you thank you thank you