aiLL 6/27/23 - The Democratization of AI and What It Means for You

Transcript

1. 0:16hey hey it is Kyle Shannon with the AI learning lab welcome welcome welcome it is Tuesday Tuesday night about 7 20 here in Denver Colorado
2. 0:30welcome everybody this is the AI learning lab we talked about generative AI in here and all things Ai and what's happening and
3. 0:38what's not happening and how much it hallucinates and how cool it is if you have questions about generative
4. 0:46AI pop them down in the questions below sorry my glasses are dirty I can't see a thing and uh I'll do my best to answer
5. 0:54things and uh we'll wait for some more folks to get in here um if you're new to generative AI if you haven't played with chat GPT
6. 1:02check out the the URLs behind my head here so chat.openai.com that is the official chat GPT website if you've not
7. 1:11played with that go play with that it's worth playing with and then Bing that's uh Microsoft search engine that if you
8. 1:18click the chat button that's also chat GPT it's not quite as good as the uh the official one just because of some things
9. 1:27that happened there they kind of had to detune it a bit and then you got poe.com where you have access to six different
10. 1:32chat GPT models and a bunch of bots and cool stuff there so go play there a little background on me while while
11. 1:40we're waiting for folks to come in I'm an entrepreneur of many decades I've started I don't know 12 or 15 companies
12. 1:47something like that I started one of the early digital agencies in the mid 90s and the uh the parallels between the
13. 1:55early days of the web and what's going on with this generative AI stuff are insane and so I had a big Epiphany about the
14. 2:02web back in 94 and I had a similar Epiphany about generative AI in December of 22. so um so welcome and that's a little bit about me
15. 2:14um I don't want to be oh I want to be rich oh and there's comedy we do comedy here uh I do like to swear so if you
16. 2:22don't like swearing motor on uh I don't know that I like this where I get passionate about stuff when I get
17. 2:28talking about stuff I get passionate about it I'll drop an F-bomb I'll call something shitty you know it happens
18. 2:34things happen I'm a next New Yorker I got a little Edge but I've been living in Denver now for 14 years so I I think
19. 2:40I think all those sharp edges have been rounded Denver's a polite City it's too polite it's too polite I need some [ __ ] in
20. 2:50my life all right and by the way speaking [ __ ] if you're gonna troll here at least be clever with it at least be clever
21. 2:59um you can tell me which d-list celebrity you think I look like or I had a couple of a-listers but they
22. 3:07they were all there was always sort of a it was somewhere between a compliment and a troll which was good good that's
23. 3:13solid that's that's good work uh if you have questions about generative AI pop them in the comments below um
24. 3:20let me see it looks like there's a bunch more people here so um that top URL that's the official chat GPT website I think you owe it to
25. 3:28yourself if you haven't played with chat gbt go play there long enough that you have a Kevin McAllister moment the Home Alone moment
26. 3:36it will happen um if you if you don't have a clue where to start with this stuff go to this URL right here prompts.chat so this is just
27. 3:44like a Word document that tells you about prompting and how to use chat GPT but then it's a whole list of prompts
28. 3:51that that teach you how to turn Chat GPT into into different kind of personas like act as an accountant act as a
29. 3:58screenwriter act as a lawyer and it'll give you a real sense of the depth and power of that tool and then
30. 4:06Bing and Poe are both just variations you can use uh chat GPT in both of those as well that's what those URLs are there
31. 4:14for and then futurepedia.io that is just a big old directory of like I don't know 3 700 AI apps so if you wanna
32. 4:24Go Geek out you can do that but quite frankly I feel like I could spend the next decade just at chat GPT
33. 4:33not even scratching the surface of what it makes possible I mean it's it's it's Insanity it's Insanity it's Insanity I
34. 4:40tell you it's crazy crazy I tell you um so anyway if you have um oh a lot of people following me I appreciate that
35. 4:47Dan Aykroyd from Walmart that's solid that's solid uh John good John Goodman I've gotten John Goodman before Dan
36. 4:56Aykroyd from Walmart haven't gotten that one I've gotten um um Alec Baldwin but fat I've gotten a lot of Rosie O'Donnell which again
37. 5:07compliment no I don't think so troll nah hard to know gotten Philip Seymour Hoffman some polite people said Nicholson but
38. 5:17you know I think I you know I don't know not with these glasses but but the uh Dan Aykroyd from Walmart that's solid that's solid
39. 5:27all right uh I appreciate y'all following me pop some questions down there is there wait is there a prompt
40. 5:35there you go I do wait what did I say meta victory uh I don't know what your question is is there a prompt I don't know what Dollar
41. 5:47Tree I was Baldwin Dan Aykroyd from Walmart Dollar Tree Alec Baldwin that you you're on tonight y'all are on
42. 6:01tonight that's solid that's solid comp ly trolls troll lament compliment I don't know it's good they're solid AI is the new
43. 6:13grift completely disagree I assume that you have not played with it and that's why this is here if you haven't played
44. 6:20with it you can make snarky ass comments about AI but only if you have used it if you haven't go there right now make
45. 6:28an account and start playing with it don't just listen to people that are like it lies to you it's not perfect
46. 6:36I told her to write me a poem and the poem sucked don't be that guy go there dig deep start pushing it um I'm happy to show how it works I'm
47. 6:46happy to show plugins um I wish I could get it to generate a response that makes sense then I'd be sold well makes sense in what context so
48. 6:55if tell me what you're trying to solve and maybe we can go play I'll go I'll go hop on the chat GPT and we'll see what
49. 7:01we can we can do it can program it's really good at writing gpt4 in particular is really good at writing it's good at programming
50. 7:10um cousin cousin Rosie that's nice cousin Rosie again solid solid Troll game here kids uh prompt was below when you were talking
51. 7:21uh I don't know I don't know what it was okay I was afraid I would miss you and not find you tonight I'm here sniper thank you welcome
52. 7:30hello someone said hey Kyle who was that my shirt okay here's the deal I my my wife buys me lovely shirts this is a
53. 7:39lovely shirt but they are horrific for reading stuff I might go change my shirt here um what are vector databases okay so
54. 7:50the way these tools work it's absolutely fascinating the more you learn about how these work the more mind-blowing it is
55. 7:57that they do what they do so what they do is they they sort of Point these large language models using a thing called a
56. 8:04Transformer they they pointed it kind of all of the internet in in the case of open Ai and these large language models
57. 8:12they basically find as much data on the public internet that they can Wikipedia and blogs and websites and research
58. 8:19facilities and whatever just all the data they go find all the data and then they do this process called embeddings
59. 8:25and what the embeddings do is they convert words into numbers a series of numbers that are vectors so you know how
60. 8:34like in uh in junior high we learn sort of XY coordinates right you plot things on an XY graph right so those are
61. 8:42vectors but instead of it being two Dimensions it's like thousands of dimensions and what happens is all of
62. 8:49the words on all of the data like all of the internet get turned into these coordinates and they they effectively
63. 8:55get grouped semantically so so you might have the word dog could live in lots of different places semantically in one
64. 9:02area dog is the thing that we have in our house and we love and it's furry and in another area a dog is the guy that
65. 9:09did his woman wrong right so so those live in semantic different places so a vector database is where you store
66. 9:17all of those numerical figures and so what happens with a large language model is you type in your prompt and then
67. 9:23based on your prompt it converts that into some sort of math and then it it basically goes into the vector database and says what is the
68. 9:31next most probable word in all of the words you've got in that Vector space they call it in that Vector database
69. 9:37which one is the next most probable word and then after that one which one is the next most probable word so it's
70. 9:43literally just doing sort of sentence autocomplete but like on steroids right so when it writes you a whole marketing plan it's doing it one
71. 9:53word at a time in a vector database Vector databases in in in kind of today's technology they're obviously
72. 10:01used for things like like chat gbt and GPT three and four but there's a thing called Lang chain which allows you to
73. 10:09basically fine-tune the large language models on your own data so basically you take your own data you embed it you use
74. 10:18open ai's embedding technology or whatever model you're using and then those vectors those number sets get
75. 10:25stored in a vector database so that's that's what the vector database is hope that wasn't too geeky um just finished the course on prompt
76. 10:33engineering from Vanderbilt University awesome that's that's awesome how was it I'm curious how it was because there's
77. 10:39this is still relatively early to be having prompt engineering courses but that's great um AI drone attacking operator real or
78. 10:47not um well who who knows it's military so at a maximum it was a simulation and then um and then that that same person came
79. 10:59out and said well it was just a thought experiment so either in a simulation that happened or and and he was told
80. 11:07just go say it was a thought experiment or it was just a thought experiment and he kind of just misstated it so but it
81. 11:13didn't happen for real but but what the thing was was for those of you that don't know there was an Air Force drone
82. 11:19operator in either a simulation or thinking about a simulation that basically had an AI powered drone that that was set to go kill the enemy
83. 11:30and at whatever point the operator said no don't go kill the enemy and and kind of withdrew the the um the command to go get the enemy and
84. 11:40the Drone didn't like that so apparently it turned around and fired on the operator I don't know that it's true I think that's like
85. 11:47like it certainly wasn't true with a physical thing it's the kind of thing that could happen like I'm not saying it
86. 11:52couldn't and I'm not saying it didn't but you know the official line from the Air Force is well that was just a thought experiment so
87. 12:00so it's as real as that it's it's as real as the communications uh team from the air force behind you in your images
88. 12:08I was asking about where a prompt bulletin board was but you got behind oh oh behind you on your oh oh oh oh
89. 12:19I see behind me these things sorry about that totally unclear on my part so the purpose of all these is really
90. 12:27this is really just kind of Public Service stuff so the top three are basically three different places you can play with chat GPT
91. 12:36chat.openai.com is the official chatgpt website bing.com is Microsoft search engine that if you click the chat button
92. 12:43or if you use chat in the edge browser that's gpt4 connected to the internet and it's free it's not as good as this
93. 12:50one but it's good and it's gpt4 and then poe.com gives you access to gpt4 GPT 3.5 Claude plus Claude instant Claude
94. 13:00instant 100K and Sage so there's six different models you can play with there prompts.chat is is it basically just a
95. 13:08document it's called awesome chat GPT prompts and what it is is it will teach you about prompting and then it's a whole
96. 13:15long list of personas that you can assign chat GPT to act like so act like a screenwriter act like a business
97. 13:22consultant act like my therapist act like a companion act like a translator act like a programmer right and so that's what that is and then
98. 13:31futurepedia.io is just a big old list of uh AI apps and services and [ __ ] all right and Court in wait encourage
99. 13:44more viewers to share oh someone shared life oh yeah if you would share this live or tap the screen to let people
100. 13:51know we're here I'm just getting started although my my voice is already going interesting um I can I can also show how the chat
101. 13:59CPT stuff works if you want um I can also demo plugins show you how they work and what they are uh because they are not intuitive
102. 14:08um are you as patient with your employees as you are with us asking silly questions I sure hope so I you know listen I I think
103. 14:16it is my deep belief that everyone's just trying to [ __ ] figure life out and so none of us should make it harder
104. 14:24like I feel I feel like we've just gotten so [ __ ] nasty with each other because of all the political [ __ ]
105. 14:30that I I just I want to get back to empathy like can we just not be [ __ ] to one another like if you're gonna troll in
106. 14:38here say I look like Rosie O'Donnell sure it's mean but it's funny you know there's love behind that I'm new to this so it was in so it was
107. 14:54enlightening great place to oh great place to start great awesome terrific how do you save your prompts for later
108. 15:00use so uh well okay that great question someone needs to [ __ ] solve that one and I think they will um one of the things about these tools
109. 15:11is that they are very new um chat EBT the initial version of it was written in a two-week Sprint uh by
110. 15:19the people at open AI don't know if you knew that it was also the instructions for how to build chat GPT we're in the
111. 15:28um documentation for gpt3 and nobody built it and so Sam Alton finally said [ __ ] it Go build it and they built it
112. 15:34and I got to 100 million users in six weeks fastest adoption of uh technology in history okay in chat GPT so let me let me go to a new
113. 15:47chat here so in chat GPT this is the window if you haven't been there um I've got chat GPT plus which gives me
114. 15:54access to gpt4 you just type your message down your prompt down here so um uh let's see let's see what's going to be a good one um
115. 16:05make me a marketing plan for my aloe Vera smoothie company and sure there it is okay so now
116. 16:22over here on the lift this is your prompt history so good news is that chat CPT saves these and it will eventually
117. 16:29rename it to it'll probably rename it to something like aloe vera yeah aloe smoothie Mark marketing plan right
118. 16:38so so the good news is it saves your prompts here a couple of bad things about it you can't search them which is
119. 16:43a real drag also if you're concerned about privacy and security if you go to your settings there's a thing called Data controls and one of
120. 16:53the things that you can do is you can turn off your chat history and training so that means giving your
121. 17:00data to open AI to train these models so if you want to be secure with your data and in fact the the house U.S House of
122. 17:06Representatives just put out a document today saying that chat GPT is is the only um generative AI that that the house is
123. 17:17allowed to use and they have to turn this off the problem with that is it deletes all of your history and it won't store it
124. 17:23anymore because that's a more secure thing to do so if you're going to do that make sure that you do this thing
125. 17:28export data so you export your your chat history so then the question becomes um if these things aren't searchable and
126. 17:36depending on your settings they aren't there at all like how else would you do it um I've got ADHD and I'm I'm really good at
127. 17:45creating things like spreadsheets for how to organize stuff but then I'm really horrible at actually using them
128. 17:50so I don't have a good way right now I think you could use notion I think you could use spreadsheets I think that
129. 17:56there will be probably there probably are right now Chrome plugins to manage prompts um I know that there are whole sites
130. 18:05dedicated to prompts um we're so early right now that that I'm not super concerned if I can't like like if I don't have a perfect system
131. 18:16for it because I think how prom how prompting happens is Gonna Change you know pretty dramatically um over the over the next six months to
132. 18:25a year like I don't think right now everyone essentially has to be a prompt engineer this is this is very
133. 18:31similar to the early days of the World Wide Web where if you wanted to make a web page you had to be a little geeky
134. 18:38you had to learn stuff like there wasn't all this point-and-click stuff that that we have today it's very similar with the
135. 18:43generative AI all these apps are like you know duct tape and spit holding them together right now so not a not a good answer not really an
136. 18:54answer at all about how do I manage prompts or or you know how do I how do I save them uh drone Pilots are safe for now that's correct
137. 19:03um it will get real I agree with that the Vanderbilt course taught me how to have chat EPT teach me more about prompt
138. 19:09engineering oh that's super cool yeah so one of the big one of the big big lessons for me personally that that made
139. 19:16the biggest difference for me with with prompting was a mindset shift and I've talked about this on these lives before but
140. 19:27if you think about how Google has taught us to use Google what they've effectively taught us is write in short discrete searches right
141. 19:41short efficient searches without any extraneous stuff because the extraneous stuff will confuse it and won't know what to find it
142. 19:48and they've also kind of taught us like you put in one prompt and you get back a pile of answers and you're done
143. 19:54Chachi PT is almost the opposite it's it's a completely different mindset so rather than thinking like oh it's a
144. 20:00question and answer kind of thing it's more like a conversation it's more like a like a collaborative back and forth
145. 20:09with an intern who needs a lot of coaching but who's smart as [ __ ] knows everything it's like chat EBT is like having an intern that knows
146. 20:19everything but is totally clueless and so so doing things like hey chat EBT I want you to act like a business coach
147. 20:29I'm just starting this business and I don't know what to do and here's what my business is and here's what I'm thinking
148. 20:35about is that something you could help with sure I can help with that and it'll give you all sorts of answers and then
149. 20:40you could even say you know what I want you to do is I want you to ask me 12 or 15 questions about my business so you
150. 20:46understand it and then together we can start working on absolutely and it'll probably blast out 12 or 15 questions
151. 20:52and then you can say no no just ask ask me the questions one at a time and don't move on to the next question until I've
152. 20:58answered the previous one oh sure here's the first question and then you answer that and you'll see it gets better and better and better as
153. 21:07you give it more context and then there's a point at which it sort of shits the bed after that and I can talk
154. 21:12about that that's got to do with the What's called the context window so basically basically it's little memory
155. 21:16it's got a relatively short memory right now so it it kind of frips out if you talk too long but that idea of chat GPT more more like a
156. 21:27very very competent intern or a creative collaborator versus kind of a search engine Dynamic was the biggest thing
157. 21:34that made a difference to me and yeah you can do things like teach me how to prompt you better you can say things
158. 21:41like hey you gave me an answer there can you evaluate your own answer and tell me how you'd improve it and then it'll get much better
159. 21:49um that's that's a hack um rather than writing one massive long prompt right like lots of little pieces
160. 21:56and and it just gets smarter as you as you sort of give it more context it's pretty pretty fun um okay so welcome everybody my name is
161. 22:04Kyle Shannon this is the AI learning lab I'm happy to answer any questions uh pop them in the comments below I try to
162. 22:10answer them all I do get very far behind I'm probably not doing Tick Tock right but I'm a gen xer so I don't give a [ __ ]
163. 22:16and you know you know it's free I'm on here free I I got a pretty picture of an eye a creepy eyeball and a hairball with
164. 22:25a sort of like creepy chin down here and then I got URLs like I put these URLs on screen for free it's not like you can
165. 22:34just go find those on the internet well you can but that's not the point at all all right uh ask questions my my
166. 22:43background by the way is I'm an entrepreneur I've started a lot of companies um I was an entrepreneur in the early
167. 22:50days of the web and had a big Epiphany about that [ __ ] like holy [ __ ] this is going to change the world and it did uh
168. 22:56and and this generative AI stuff is like that but way bigger and way faster so so I'm very excited about it I'm excited
169. 23:04about it enough that I come here every night rather than doing Sim racing which I love Sim racing um but I just I've been coming here so
170. 23:14anyway that's what's up with me ask questions below and I will do my best to answer them I'm not computer savvy
171. 23:22but I log in a lot for day-to-day stuff and it saves me so much time it's amazing I know Laura like that's the
172. 23:27thing like even if you're not computer savvy the the thing about this is like you can use it for anything right you
173. 23:34can have it create meal plans for you if you're a gardener you can tell it when to plant you know ask it when to plant stuff um and
174. 23:45the other the other thing is this we are not that far away probably within a year we'll start to see these where you won't
175. 23:52have to go to a website like chat.openai.com these tools are now starting to get integrated in all the other tools we already use right like
176. 24:01within Photoshop there's now this thing called generative fill Microsoft has said they're going to roll chat gbt across all of office 365.
177. 24:10Google has said they're going to roll Bart across all of their office suite um it's in GitHub there's co-pilot where
178. 24:18where Engineers are pair programming with this thing so it's going to be everywhere the other thing that it's
179. 24:23going to be is right now you have to do prompt engineering and you have to type a lot and and it doesn't always give you
180. 24:29good answers and it hallucinates and it lies and there's all that sort of happy horseshit you got to deal with
181. 24:34where we're going in the future is you'll be able to just you'll basically have like an agent that you can just ask
182. 24:42to go do [ __ ] right so so all the stuff you kind of have to like you know code code around with with whatever your native language is
183. 24:51um you'll just be able to talk to your agent and say hey go book me a trip or hey go make me a meal plan or do this or
184. 24:56do that it will sort of figure out all the stuff it needs to do to go execute that so that's kind of where we're
185. 25:01headed is a a much more seamless experience but right now the the the cost of getting early access to the most powerful technology ever put
186. 25:10in the hands of mere mortals is that it's a little janky gotta deal with the Jank and it you know it's that that why not
187. 25:18why not why not all right did you sign up as a developer waiting for your approval YouTube collaborator did you sign up as
188. 25:29a developer waiting for your approval YouTube oh calibrator collaborator um I don't quite know what you mean I
189. 25:39signed up as a developer for openai yes and um they haven't given me access to gpt4 yet and I'm cranky about it and they
190. 25:47haven't also given me access to code interpreter which if you if anyone on here is into data analytics or is it
191. 25:54data analyst and you have not heard of code interpreter go to YouTube right now and search for code interpreter chat GPT
192. 26:03just go do it watch the video and watch a bunch of data analysts go like this it does what it's insane or go to Twitter and look up
193. 26:15code interpreter so people that have access to it their minds are absolutely melting basically what you can do is you
194. 26:20can upload a chunk of data to chat GPT and then it just learns it and you can just say what's interesting about this
195. 26:27data where are any anomalies in this data make me a graph that compares this trend to that Trend like insane it's one
196. 26:35of the things chat CPT is really good at is analyzing other documents so for example if you're a writer
197. 26:43you could give it a Blog that you wrote and say hey here's a Blog that I wrote paste it in there and then say
198. 26:51one you could have it analyze it and tell tell you interesting things about it but you could also say write me a new
199. 26:57blog on this topic that includes these four bullet points bullet bullet bullet bullet uh and then write it in the style
200. 27:03of the thing that I gave you above and it'll do it brilliantly it's really good at that sort of analysis of documents and reconstituting
201. 27:12of them it's brilliant at that stuff agree 100 I don't know what I said but awesome unless I said something shitty
202. 27:21and then I'm not glad with you agreeing with me but I don't think I did okay I'm just did my girlfriend is looking into
203. 27:28prompt engineering I'm a security engineer so she seems to like engineering that's cool I think you're a security engineer second
204. 27:37security engineer um yeah I listen why this channel exists is if you haven't played with chat GPT that's what these URLs are that's the
205. 27:46official one those are two Alternatives um you owe it to yourself to go there and start playing with this stuff it whether
206. 27:57or not this is going to be called prompt engineering for long um remains to be seen right now it's kind of like prompt engineering like
207. 28:04like working with chat GPT the the thought process is is very much like programming but you're kind of
208. 28:11programming with in my case the English language whatever your native language is so you're thinking kind of logically
209. 28:17about how you're going to ask this thing that kinda knows everything but is really stupid how to give you the
210. 28:24results that you want so that's kind of the art of it and the science of it um but yeah I think it's I think anyone
211. 28:31that spends time learning this stuff right now it's going to pay big dividends over the next two or three years
212. 28:38because this stuff's this this stuff is coming way faster than I think anyone's prepared for great attitude a little bit
213. 28:46I don't know what lobit said but I assume that's snarky uh how does a complete Noob use chat GPT um okay let's uh let me go show you
214. 28:56right now we'll go through some complete Noob stuff um but what you should do as a complete Noob is go to chat.openai.com sign up
215. 29:05for an account they will ask for your phone number if you're if you're like an nft nerd and you're like I won't dox myself to the
216. 29:13man then go to bing.com that's just Microsoft search engine and you can use their chat GPT for free there I don't
217. 29:20think you need to sign up for that so just click on the chat button there that's also chat gbt but that one's better
218. 29:26um just because they invented it and there's reasons why Bing isn't as good right now okay complete new
219. 29:33so step one go there also in another tab go to this URL go to prompts.chat this is a document that will that will teach
220. 29:43you about prompting and give you a bunch of ideas and a bunch of examples but let's flip over let's go live to the internet all right
221. 29:59so here we are chat GPT you can make my name all of those Tick Tock channels that sound like that ignore those
222. 30:10those are people trying to rip you up you can buy my course by 19.95. you can make money right okay so if you're complete Noob so when you
223. 30:23come to chat gbt like I said this is your chat history if you pay for the plus uh thing that gives you access to gpt4 to look like
224. 30:32this if you don't it'll look slightly different I think they call it GPT turbo or something like that if if uh if it's
225. 30:39the free version but it's really good and then you can do things like um these are what I call parlor tricks
226. 30:47so so you can just start asking it things like I'll write a really bad prompt here right me a short story about um a tree
227. 31:06bad prompt but then it'll write you a little short story and it's Once Upon a Time nestled within a lush sprawling Forest
228. 31:16at a magnificent tree named Eldred it's trunk with solid and Tall baba baba boring boring poem but whatever that's fine you can say um
229. 31:25can you tell me who some famous short story writers are question mark Edgar Allan Poe check off
230. 31:41guide him up Asante Oh Henry Kate Chopin or Chopin or chopping Chopin Ernest Hemingway so let's say um [Applause]
231. 31:57how would Poe write that story and this should go much darker because Poe is dark in the Deep recesses of a mysterious forest cloaked in the
232. 32:13Ethereal Mist loomeda colossal and ancient tree it's gnarled branches reach toward the heavens twisting and turning
233. 32:19like the fingers of ghostly specter blah blah blah okay um awesome and then now we can say turn this into an m rap
234. 32:35and boom there's a bunch of verses that all rhyme so and our dark like Poe like somewhere between Edgar Allan Poe and Eminem
235. 32:45there's your there's your poem and then you could say um I want um I want that uh poem
236. 33:00to look pretty can you make it in HTML and look nice and boom there's your HTML it knows code
237. 33:17and you can go use that code or you can modify the code or you can tell it I don't like your code give me better code
238. 33:22let's see did it do any CSS stuff here um yeah there's your CSS stuff there so you can do that you can save this
239. 33:34into a web browser and open the styled version of the poem can you make a python application that writes
240. 33:48poems in the style of famous authors question mark certainly here's a python script that does all that [ __ ]
241. 34:02and it just writes that and then you know and it goes on and on and on um I could also say uh wait can you make a table
242. 34:19comparing the author's you suggested above certainly here's a table so it gives you Poe their nationality their notable works
243. 34:33and their writing style right and there's and it and it does this thing called markdown where it actually makes
244. 34:39the you know the formatting so I can literally just copy and paste this and dump it over to excel so all of what I just did there are kind
245. 34:48of what I call parlor tricks right like they're the kinds of things that if you haven't seen this before the fact that it can write
246. 34:55python code or that it can reformat a poem into HTML complete with CSS and the fact that it can write the poem in the
247. 35:03first place right or the story or know all that sort of stuff um if you haven't seen this before it's this is clearly doing something
248. 35:11different than a Google Search right this is why chat GPT is such an existential threat to Google because why would you so Google's entire
249. 35:22business model is not about finding you what you need their entire business model is to get you to click on as many links as
250. 35:33possible because the more you click the more they get paid and there's a you know the entire SEO industry is built around gaming that system
251. 35:44so if you have something like chat EPT that just gives you the answers as an end user I'm like [ __ ] yes I don't like right now
252. 35:55I will wait because chatgpt4 is slow the one that's connected to the internet is pretty slow so it sometimes will take 20
253. 36:03seconds 30 seconds to like give me an answer but I will go to chat GPT to get the answer for something rather than going
254. 36:12to Google even though I know Google would give me the answer more quickly just because I'm like I don't want to
255. 36:17see all the crap I don't want to see all the links I just want the answer so I just fire off a prompt and then I go do
256. 36:22something else and I come back and there it is um so so it's it's just wild stuff so anyway hopefully that that gives you a
257. 36:29sense if you're brand new to this stuff um jump in there the other thing let me show you one other thing um
258. 36:36about uh when did I start this December I started a community called the AI salon and we meet every other week
259. 36:43our next meeting is July 5th the day after the Fourth of July obviously huh I'm good with math um we meet every other week we also have
260. 36:54a Discord server where you can geek out so if you go there the it's a link tree to to that Community it doesn't cost
261. 36:59anything this is not I'm not doing this to make money um anyway I saved my prompts in notepad yeah I've been using my notes app as well for
262. 37:11prompts in uh on my Mac you don't look like Rosie thank you I think I guess it depends on the hair tonight
263. 37:20the hair is looking it's I think the hairs looking like you know someone quaffed it normally there is an abject
264. 37:25[ __ ] nightmare but the glue's holding apparently all right I have a spreadsheet I've been looking for
265. 37:31something to organize then Google drive with a doc four something for each prompt oh oh I have a spreadsheet for prompts I've been
266. 37:41looking for something to organize then Google drive with a doc for prompts yeah a Dockers or spreadsheets you know some
267. 37:47sort of database notion I think notion is probably the way to do it because notion also has generative AI built into it
268. 37:56I just came up with a thing the other day that it it it's it's the first time that I'm actually confronting the fact that I
269. 38:04don't have a good system for this [ __ ] where I came up with a a sort of whole series nested prompts that just generate
270. 38:14increasingly sophisticated output and and I'm really excited about the whole project but it's all over the place
271. 38:21right now and I've got prompts everywhere and I kind of have to dig them out of um chat GPT and the playground and it's
272. 38:28a mess so anyway it's prompt management is is a big deal because here's one of the things that that happens for me with with Chachi BT is
273. 38:39where I used to have writer's block where I'd have an idea and then I'd think oh but then I gotta write an outline and
274. 38:46maybe I'll go get an outline piece of software or a flowchart software and then I'll spend like 45 minutes trying
275. 38:53to find flow charting software like all of that's gone now like I I have an idea go to chat GPT and bring you know like
276. 39:00the idea is manifested it's it's [ __ ] Magic um the the problem is it it it helps you realize ideas so quickly that
277. 39:14all of the energy that what you would have spent creating the 80 first draft that the hour that it would have taken
278. 39:21you to make the first draft historically is now made for you in 30 seconds and so then you're kind of in this place
279. 39:28of like well I have another idea and then you realize that when I have another one and so like I am more creatively alive than I've been in
280. 39:37decades but it's a challenge because it's just like all the like all these ideas come up and you know as an ADHD guy
281. 39:45um it's a blessing and a curse to be able to to realize ideas this quickly um so yeah prompt management is a thing
282. 39:5425 messages per three hours is such a rip-off it's not a rip-off listen uh so for one thing you can use GPT 3.5 as
283. 40:03much as you want and it's it's really good I don't think I've ever hit the 25 um prompts in a session limit so I don't
284. 40:13know how like I think they probably put that there just to um uh you know just to get people to to maybe not use it as much
285. 40:24um and maybe in times when it's really busy they enforce that but I've never hit it I've never been told okay you got
286. 40:29to stop for three hours now um it's also not for nothing it's the most powerful piece of [ __ ] software in the history of humanity um so so
287. 40:40um the fact that we get to use it even for 20 bucks is cheap but it's free also if you want gpt4 for free go to bing.com
288. 40:48that's gpt4 it's connected to the internet and it's free free free as in no dollars so that not a rip-off and I also don't think that's a
289. 40:57rip-off at all I think they're just they're trying to figure out like they got to 100 million users in six weeks I
290. 41:04don't I can't even imagine how many users they're up to now probably 300 million is my guess because it's been six months
291. 41:11um so so they've got you know luckily they have Microsoft behind them scaling up all the iron so they can handle that
292. 41:18many users but anyway you know I don't think it's a rip-off I think it's a it's a brand new technology that was way more
293. 41:26popular way more fast than anyone including Google or Microsoft or open AI or meta or apple or anyone expected
294. 41:37listen to Sam Waltman when he talks about how quickly chat GPT got to a million years it got to a million users
295. 41:43in five days it got to 100 million users in six weeks the world wide web in the 90s it took um six years to get to 100
296. 41:52million users for the World Wide Web six weeks for that so the fact that they're throttling it as they try to figure out how to scale
297. 41:59it and and launch all the new features is I think it's a reasonable part of where we are right now I don't think
298. 42:05it's a rip-off at all but you know maybe I just drank the Kool-Aid and by the way I don't work for them I don't give a
299. 42:11[ __ ] if you go there or not quite honestly um if they start paying me commissions then I don't give a [ __ ] but I don't
300. 42:17think they're gonna do that um looking at the downside sorry couldn't this be used to learn how to make things we shouldn't yes so
301. 42:26if you go to there and you try to do things like hey give me instructions for how to make something I shouldn't it's
302. 42:33got safety guard rails in it right so it says Hey as a large language model that doesn't want you to hurt yourself or
303. 42:38others I'm not going to do that for now and then if you go to Reddit there's a thing called jailbreaking uh where where
304. 42:46people are trying to jailbreak uh chat GPT to get around those guard rails and there's also now a whole open source
305. 42:52Community where there's open source large language models that don't have those safety guard rails on them so this
306. 42:57is one of the dangers of of these large language models and it's one of the reason that Sam Altman from chat gbt and
307. 43:05some of the other leaders in the space are saying hey government you should regulate us like once once a company has
308. 43:12developed large language models of a certain power like gpt4 and up they should be regulated and Sam Altman is
309. 43:21actually saying once we get to a thing called AGI or artificial general intelligence then they should actually
310. 43:27have to be licensed just like you license I want to go build a nuclear power plant you actually have to have
311. 43:32that license by the government so so the leaders in the industry are actually saying when we're dealing with the super
312. 43:39powerful versions of this those should actually be licensed and then the the chat gbt level of them should be regulated and then below that
313. 43:49you know they're saying they should not be regulated like small companies should be able to innovate on this stuff
314. 43:55without over overly burdening them with regulation but that's why everyone's talking about the regulation and safety
315. 44:01guard rails right now is for exactly what what your concern is and and many others right there's there's lots of stuff this could do bad
316. 44:08um but but he here's where I said I think that um if we just live in the place of oh these things are going to kill us then we're
317. 44:20never going to learn what they are and what they're actually good at and the fact that that they might do
318. 44:27profoundly good things to humanity as much as there's a risk of them doing profoundly bad things to humanity and
319. 44:33I'm just choosing to live on the side of I want to learn as much about this [ __ ] as I can and get as good at it as I can and and
320. 44:42Inspire as many people to do the same as I can because I think that any positive contribution in this world right now in
321. 44:49in all this stuff is going to have a disproportionately positive effect on the future trajectory of where this technology goes
322. 44:57um so that's that's where my head is right now every prompt is like a new world it absolutely is this honest to God like
323. 45:05this the depth of that little search box is it's mind-blowing uh uh uh uh welcome everybody looks like
324. 45:15there's some new folks here my name is Kyle Shannon I'm an entrepreneur uh my current gig is I'm the co-founder and
325. 45:21CEO of a company called storyvine which is a video storytelling platform we figured out a way 11 years ago to
326. 45:27automate video production uh we don't use AI oddly enough to to do that automation but we have Incorporated uh
327. 45:35open ai's uh whisper technology to generate transcripts and I'm completely rethinking the product and value
328. 45:41proposition of my 11 year old company because AI is going to [ __ ] everything up yay [Laughter] but
329. 45:51I'm really excited about it like I'm you know I'm I'm as excited as I've ever been about a technology and as scared as I've
330. 45:59ever been about a technology and that to me feels like the appropriate emotional response to this stuff right now
331. 46:06um yes me too wrote several several new business plans in three months now now got to decide which to do yeah you can
332. 46:12that's a thing man with with these tools like what these really are is these These are amplification tools so whatever are your
333. 46:21skills this will amplify them and mid-journey for images and some of the audio things and the animation things
334. 46:30amplify who you are these are Humanity amplifiers they're incredible um but then you're kind of stuck with okay
335. 46:39so now what do I do like if I can just have an idea and realize it like that you gotta pick one or do you got to pick two like I started
336. 46:50I started the AI Salon the everyday AI newsletter this channel um and re-architecting my business I did all of that within about a month
337. 47:00and now I'm like tired and then I started doing these lives like like a month ago um will it audit my taco truck web page
338. 47:09and tell me how to SEO absolutely in fact let me show you I'll show you I'll show you some plugins right now
339. 47:17um just to show in general how plugins work because they're they're not intuitive and they're kind of a pain in the ass
340. 47:23um so so let me just walk through through how this works in general so if you haven't been to chat gbt before this is chat gbt
341. 47:31um I've got the Plus subscription so this is the 20 Buck a month subscription that gives me access to 3.5 which is
342. 47:39super fast and gpt4 which is magical and good and then within that because I pay they they've also given me access to to
343. 47:49gpt4 connected to the internet and plugins now if you pay your 20 bucks a month and you don't see these two
344. 47:56options you have to actually turn them on so how you do that is you come over to your settings and then within your settings there's
345. 48:04this thing called beta features and you turn those on and there's browse with big and plugins and so you turn those both on and then
346. 48:12you'll see these and then the way plugins work is it's it's just like normal chat gbt but you now have this drop down menu that's got
347. 48:22here's all my installed plugins and um I can in any given chat session I can turn on up to three of these
348. 48:33so here's one called website performance measure key metrics about your website so we'll turn that on
349. 48:41um there's another one called Web pilot which I think does this do that no that's just oh it says QA web page data
350. 48:48browse in QA we'll turn that on um I'm loving it all right I'm gonna turn off prompt perfect and let's go we'll go to the plugin store
351. 49:02so the plug-in stores where you can install new plugins and this is growing daily and as of today there are 147 times four plug-ins so you
352. 49:16know almost 600 yeah almost 600 plugins um and I can go and I can search so I'm going to search for SEO
353. 49:24and there's probably going to be a bunch that show up so let's see SEO core use AI to analyze and improve SEO of a website
354. 49:34I don't know which of these are any good the the problem with the plugins right now is a lot of them are [ __ ] horrible
355. 49:42effortless effortless effort Leslie buffer and post-social that looks like a service I need to sign up for some of these are just sort of
356. 49:54cheap ways to get you to go to their website Speedy marketing we'll install that one and we'll go turn that on all right so
357. 50:01I'm going to install Speedy marketing so now I've got Speedy marketing website performance and web pilot turned on and I'm going to go I'd
358. 50:13like to know how I can improve the performance of story vine.com which is my website
359. 50:28and so what it should do now is it will figure out which of those plugins is most appropriate so it pulled up website
360. 50:34performance it might do multiple seems to be an issue with the Performance Tool so it looks like that thing broke did it break
361. 50:44oh please sign up for it right so like I told you before um yeah so so we're gonna go turn that one off let's go turn that one off
362. 50:55so this is this is one of the problems with plugins right now is that there's not really any sort of vetting for them so I'll turn that off
363. 51:03so now we've got these two okay so let's do uh let me just go back and steal that from before gonna go to the new chat
364. 51:14I'm gonna go to plugins and please check out storyline.com now let's hopefully it grabs a plug-in that actually works this time
365. 51:27dang you yeah crappy Developers okay this is just giving me generic ones um can you oh my God can you analyze
366. 51:43uh analyze this site and wreck omend specifically and by the way I just did a bunch of
367. 51:58typos there it doesn't care about typos that's another thing about chat GPT it can understand other languages so your
368. 52:06little typos it does not concern it at all using web pilot let's see what did it do the website could benefit from more targeted
369. 52:15keywords for example things like video storytelling automated video editing user generated content could be used more
370. 52:24ensure the website is fully optimized I'm going to stop this I'm going to say can you give me a report that scores the site
371. 52:38in key areas we'll see if it can actually go do some analysis so it's using web pilot let's see what
372. 52:46it's actually doing behind the scenes so I can open this up so it says go to go to storybine.com so it return this Json so description
373. 52:58the content of storyvine it looks like it got oh an error occurred when it looked at something so website content 7 out of 10 SEO
374. 53:11optimization 6 out of ten mobile optimization 8 out of 10 user experience 7 out of ten call to action 7 out of ten so
375. 53:20performance optimization 8 out of ten so it's not bad so these scores are based on the general analysis and may not
376. 53:26reflect the actual performance of the website within areas for more detailed and accurate thing so let me turn off
377. 53:32I'm gonna I'm gonna do a new chat now and I'm going to turn off web pilot I'm just going to leave on that one that said SEO
378. 53:44so I'm going to turn off web pilot so now what's this one called Speedy SEO Speedy marketing marketing tool oh for your Shopify store
379. 53:53oh it's not going to do that all right anyway so that's how you use plugins so yes you can do SEO analysis and
380. 54:00optimization you probably can also just use browse with Bing so this is just gpt4 connected to the internet um act as an SEO expert
381. 54:15and please go analyze uh and Report on how I can improve
382. 54:32storyline .com and now this should say yeah browsing the web let's go look at what it's doing clicked on the link to clicked failed
383. 54:46yeah it didn't it didn't like that I'm unable to do it directly huh all right so I guess that's not a good way to do
384. 54:54it so find plugins that can read websites and then have it go do that so that's how I would do that all right back to questions back to
385. 55:04questions happy Tuesday night welcome everybody my name is Kyle Shannon this the AI learning lab I'm trying to turn my
386. 55:11little background back on Boom if you're new here if you're new to chat GPT that top URL is the official chat GPT website
387. 55:19go there right now just do it go there I'm not affiliated with it thank you for the lovely Swan Swan I think that's a swan
388. 55:28um if you don't like that and you love Microsoft go to bing.com and click on the chat button that's chatgpt4 and if
389. 55:35you hate both of those go to there and you can play with six different chat GPT models um so those are all just variations on
390. 55:42chat GPT then prompts.chat will teach you about prompting a little bit and give you a bunch of examples of things
391. 55:50that you can do which I find inspiring and gives me lots of ideas of how [ __ ] deep that stuff is how powerful
392. 55:56it is and then futurepedia.io that's just like just under 4 000 AI tools that you can go play with and geek out on okay
393. 56:07somebody said wow to something I showed so awesome how would you use this to find prospects in real estate in your
394. 56:13neighborhood There's real estate plugins so if you sign up for the plugins you can basically just turn on the real estate
395. 56:21um plugins that work some are some are local and some are National and then you just start asking it questions and it
396. 56:29will fire off those plugins and go out and do that or go to bing.com in fact let's go to bing.com uh because because wait what do you want
397. 56:37to do you want to find prospects in real estate in your neighborhood I don't quite know what I don't know know enough
398. 56:43about real estate what prospects means but I assume prospective properties but let's go to Bing and see how it is
399. 56:53I tend to find myself a little disappointed with Bing because they it's so lobotomized but let's see all right
400. 57:00so when you go to Bing it looks like this looks like just like you know it used to although it says ask me anything
401. 57:05now because it's now a chat bot but if you go to the chat button you get a full-on um chat GPT window and I can I can say
402. 57:16more precise more balanced or more creative I'm going to leave it on more precise because we're doing um analysis in my neighborhood so I'm
403. 57:25gonna say um find me um any houses um for sale
404. 57:39and 80211 which is my zip code any houses for sale in 80211 under um one million dollars
405. 57:55and um listed within the last week let's see what this does so there's my prompt so it's searching for houses for sale in 80211 I found
406. 58:11some houses for sale a three bed two bath house 3 3277 Julian for 9.49 with a link let's go to the link and see if it's
407. 58:23actually a functional link sometimes they're not yep let's see where is it it didn't go to that specific one
408. 58:32but there's a bunch of things in my neighborhood so that's kind of fun um and here's zillow.com so if I click on
409. 58:44that link is that going to take me yeah so that's actually a search in my neighborhood so there you go um so yes go to bing.com
410. 58:55I love doing I love those doing those things live where I'm like I have no [ __ ] idea if this is going to work or not it worked
411. 59:03and again I mean the the difference for me like if you think about like if you know nothing about real estate and which
412. 59:10sites to go to and things like that and if you went to Google and said I want to find all this stuff like you get
413. 59:16like Google search results are so polluted with SEO optimized websites and just you know stuff to get you to click that it's it's
414. 59:27actually really hard to find what you want like you wanted a very specific house in a very specific neighborhood that just gave it to me
415. 59:35right it automatically jumped me to the sites like it gave me the answer first and then I can dig deeper and find the
416. 59:41sites rather than the other way around here's 20 sites you go [ __ ] figure it out right that's Google's attitude
417. 59:48here's 40 things we hope you click on all of them because it makes us more money chat GPT and Bing are completely the opposite right
418. 59:57you asked me a question I'll give you the answer if you want to dig deeper feel free um what do you think will happen when
419. 1:00:03they host it on a quantum computer I think I think the I think two things will happen I think they'll probably be able to update these
420. 1:00:11models more quickly right now they take a long time um so that could be a thing and then you know I would assume that they're gonna
421. 1:00:20they're gonna start doing some crazy ass AI training Ai and AI developing more AI so some nested exponential AI
422. 1:00:32evolving AI [ __ ] where they'll probably come up with with new technologies that are significantly more sophisticated
423. 1:00:41than what we have right now like all of the stuff that we're playing with right now is remarkable as it is it's all kind
424. 1:00:46of based on a technology that Google invented in 2017 this thing called the Transformer which basically said you can
425. 1:00:53take this autocomplete feature and train it on massive data sets and and and you know on on massive amounts of gpus and
426. 1:01:02and make these incredibly powerful tools right but it's all the stuff that we're playing with right now is is some
427. 1:01:10derivative of that all this sort of public stuff that we're playing with right now so I would think that what the
428. 1:01:15quantum computers are going to do at some point is is change the nature of how the thank you very much how the
429. 1:01:22machine learning uh is actually done in the first place so but we'll see I don't know I I have no like this stuff is
430. 1:01:29already so beyond like I I if you've been playing with this stuff tell me this isn't like we're entering a post science fiction world
431. 1:01:39like I kind of feel like all the movies of my childhood I'm like going check yeah we can do that now oh yeah yeah
432. 1:01:45hal2000 that that exists right it just does doesn't have the voice yet and we're not in space but yeah check that
433. 1:01:52Technology's there like I just feel like we're knocking off TV shows and and science fiction movies you know one item
434. 1:01:59after another you know here's the Holodeck oh okay we're close to that it's just crazy it's crazy I tell you it's crazy
435. 1:02:11I have a degree in acting if you couldn't tell free pizza for life or your favorite haircut lasts three months at a time what
436. 1:02:23I don't know what you're talking about but I like pizza and I have bad hair all right there's nothing wrong with knowing
437. 1:02:30how to do something totally agree good evening everyone good evening Rick thank you for that gummy bear is that like a CBD gummy bear
438. 1:02:43most dangerous people that have it is the government well listen the guy like like here's the thing about this AI [ __ ]
439. 1:02:51this stuff's been around of decades the government said this for decades you don't think they've been using this ship for decades
440. 1:02:58what's different now is that Chachi PT gave the rest of us access to these tools right machine learning isn't new artificial
441. 1:03:08intelligence isn't new what's new is popular culture having access to it small businesses individuals having access to it
442. 1:03:19you and me being able to be on a tick tock live on a Tuesday night and go hey could I have something actually not just teach me how to
443. 1:03:28program in Python but do the programming for me yep that exists how long does it take 30 seconds what if there's a bug it'll fix it
444. 1:03:38what if I don't know how to run it it'll tell you how thank you for the Roses I I mean holy [ __ ] like that's what's new but
445. 1:03:47yeah sure the the government's dangerous and they've got it but they've had it for a while um a document came out today from the U.S
446. 1:03:56House of Representatives that said Chachi PT this this website is the official cat GPT of the U.S House and they have to turn off
447. 1:04:08um prompt tracking you know tracking and uh prompt history but they but they can now use it it's official they're not blocking it
448. 1:04:18uh there's plenty of reasons to want to know how yeah a boom boom is built that's fine um and listen go use the open source
449. 1:04:27large language models they don't have any safety restrictions on them if you want to do that um don't they want a reg to slow down
450. 1:04:35smaller businesses no and in fact if you listen to what Sam Altman is saying to to the governments out there is he's saying that um
451. 1:04:44he doesn't want to regulate below a certain threshold so he's what basically what he's saying is if you're a company
452. 1:04:51the size of Microsoft open AI Google where you're building these you know hundreds of billion parameter models
453. 1:05:01that that the core models those companies should be regulated any one of those companies that develops technology
454. 1:05:08significantly more powerful than that should be licensed and then anyone under that he's saying don't regulate them at
455. 1:05:15all right now and there's so much open source stuff out there right now it's not like this is this technology is
456. 1:05:21living within a handful of companies it was until meta released their their foundational models and the developer
457. 1:05:29Community was like [ __ ] it let's go right so we're in a completely different place right now than we were even six months ago
458. 1:05:36um but but no they don't they don't want to slow down small businesses trying to figure this out um and and you know Sam Walton and uh
459. 1:05:47the Google CEO and the Microsoft CEO and the anthropic CEO are all pushing for the same thing regulate when they're at
460. 1:05:54this size don't regulate below that license if they get significantly more powerful is is where they are right now now listen
461. 1:06:01is that maybe what they're saying for TV and then they're cutting different deals in the back rooms possibly but you know
462. 1:06:07that like you know welcome to American capitalism that's probably going on but but you know I don't know that I trust Sam Altman but
463. 1:06:17I do feel like he's at least aware of what the stakes are and he's trying to do the right thing that's my sense of him
464. 1:06:23so big corpse will dominate it I don't know that that's true in fact if you go to again I think it's so easy to get
465. 1:06:30cynical about this stuff but I wouldn't do it there's there is a chance here that this doesn't just go down the [ __ ] within a week
466. 1:06:38within a year oh [ __ ] I just I lost my place um someone just said make a bot I'll make a bot I'll show you that in a second I'm
467. 1:06:50just trying to find my spot where I was before Tick Tock keeps jumping me to the bottom of the comments
468. 1:06:56and I try not to skip any comments so part of your experience with me is watching an old man trying to find text in tick tock hahaha
469. 1:07:09um I can beat up AI I bet you could [ __ ] AI man slap it in the [ __ ] face needs to be put in its place
470. 1:07:20I don't know where I was click bait I don't know what click bait was what does docs mean so docs means so the the blockchain and crypto Bros
471. 1:07:30when they talk about doxing it's when you when you reveal your real identity or when you sign up for open AI they ask for your phone number
472. 1:07:38and like the the nft guys are like I'm not gonna give them my my real information because even if I'm not nefarious I want the
473. 1:07:47freedom to be nefarious if I want to so they they don't want anyone knowing their info so when you sign up there you
474. 1:07:53have to give them your phone number but you can go to bing.com and not have to do that um anyway the the comment I was trying
475. 1:07:59to go back to it the comment about so the big companies are going to control this I don't think they're going to because um
476. 1:08:09because meta released their their foundational models like they released the court What's called the weights of
477. 1:08:16the llm so it's the core models open AI hasn't done that it's called open AI but it's not open they're core models they
478. 1:08:24still have behind the firewall Google still has their core stuff behind the firewall meta put some of their weaker
479. 1:08:30models out there the development Community has pounced on it so there's now this thriving open source movement
480. 1:08:37for these large language models that are getting very very quickly as powerful as open Ai and Google you can go look up there's there's a a
481. 1:08:49leak from Google from about a month ago um it was an engineer at Google and the the comment or the the title of the
482. 1:08:57piece was we have no moat and moat being the defensive barrier between competition what the engineer was basically saying is that the open
483. 1:09:06source Community for a hundred dollars is getting these smaller large language models to the same level of performance
484. 1:09:13as what took Google six months and 10 million dollars to build so for 100 bucks over here they're getting to almost the same performance
485. 1:09:21as what Google does for 10 million dollars so I don't think it's a foregone conclusion that the big companies are going to dominate now
486. 1:09:31if the quality of the machine learning models gets dramatically higher and it requires you know tens of thousands of
487. 1:09:39gpus and you know years to do and that becomes a competitive barrier than possibly but open source right now is very very powerful
488. 1:09:50can I do some AI image if Dan Aykroyd in ghost Ghost in the Shell Busters that's pretty good uh I'll do that in a sec
489. 1:09:58um what are some practical ways to integrate AI into specific content like customer support I think there's all
490. 1:10:04sorts of things customer support can do one is every customer support every customer support agent could have
491. 1:10:14access to all the data right so so rather than having to do kind of logic trees um you could be dynamically
492. 1:10:24transcribing what the person on the phone is saying dynamically searching all of the content and bringing up the most appropriate
493. 1:10:33answer kind of in real time um again ai's been around for a while that I I would be surprised if systems like that didn't already exist um
494. 1:10:45but that's that's one way um you know you you could also do things like you could take the transcription of someone talking on the phone and
495. 1:10:55actually instead of having an agent type in the notes from that call AI could be transcribing and and doing
496. 1:11:04notes for that call in real time so that everyone that talks to that person knows exactly what's been going on in that
497. 1:11:09conversation like wouldn't that be nice if after spending you know 45 minutes on hold the second time the person that got
498. 1:11:18on the phone actually knew what the [ __ ] you talked about for the last you know 20 minutes with the previous clueless agent
499. 1:11:24um where I go with customer support ideally is you get rid of call centers all together hold you replace low-level call centers like
500. 1:11:35the the phone tree call centers that are you know out of India and places like that with a virtual customer support agent
501. 1:11:43that knows everything and so can talk to you it could even do things like understand that oh you're calling from the south of the United
502. 1:11:53States so I'm going to have an agent that answers the phone that talks like you talk um that's totally possible that that
503. 1:12:01virtual agent can understand what the hell the person's talking about and and have the authority to help them in all
504. 1:12:06sorts of ways but it would also be smart enough to say if this person actually needs to talk to a real human being I
505. 1:12:13can escalate that like that so you retrain your low-level customer support people to be high level customer support
506. 1:12:19people that only deal with the anomalies and you let um the AI system deal with 95 of the calls no one has to wait online it all
507. 1:12:29just goes immediately into a system there's no press one for this and two for that and it just you call someone
508. 1:12:35picks up the phone they sound like you sound they know what the [ __ ] they're talking about and if you indeed have a problem
509. 1:12:43that they can't solve they'll escalate it to a human that's what I'd like to see I think that's a business to build by the way
510. 1:12:49if if you want to make money with chat GPT that's a way you could do it um I'm grabbing that info tonight great
511. 1:12:57I don't know what that is code interpreter would be great for predicting the spread of infectious diseases absolutely any sort of data set
512. 1:13:06uh I'm the one last night who just tried for the first time last night it came up with great stuff for something
513. 1:13:13um it's encouraging I may be able to get my head around this since as you say it's still so early yet as as as over
514. 1:13:21hyped as this [ __ ] is I know it feels like and if it just I feel it every day like I feel like I'm way behind on this stuff I've
515. 1:13:32only been dealing you know into this stuff for about a year I've known about it for a while but it's always been just like it's been kind of
516. 1:13:39the purview of researchers and scientists and engineers and then chat GPT and and you know to a large degree mid-journey and stable
517. 1:13:47diffusion the image generation tools all of a sudden made these powerful tools you didn't have to be an engineer
518. 1:13:54to get it right and that's that that's the inflection point that we're at um so so the the the the kind of date that
519. 1:14:03that sort of where I put my flag in the ground is November 30th 2022. that's the day that chat GPT launches that thing
520. 1:14:10right there and that for me marks the thing where now these tools are available to the rest of us and 100 million people in six weeks went
521. 1:14:19there and signed up and many more since then all right Microsoft Bing can't even find stuff on their own servers I know
522. 1:14:27don't get me wrong I still hate Microsoft I'm a I'm an apple Fanboy from way back so I've been a Microsoft Basher for 35 years
523. 1:14:35um so I'm right there with you but what they've done with open Ai and chat GPT and how they [ __ ] with Google is
524. 1:14:42impressive and fun so I'm giving them a pass for this year I'll go back to hating them when Apple gets their [ __ ] together
525. 1:14:52I'll tell you what when Apple jumps into the AI game they're gonna [ __ ] murder it they're gonna they're gonna
526. 1:15:00they're gonna be it's gonna be insane they're gonna be amazing they're also what what Apple's gonna have that I
527. 1:15:09don't think anyone else can touch is the privacy and safety piece they're going to be up because they're building all of
528. 1:15:14this this machine learning capability into their chips into their native silicon so they're going to be
529. 1:15:20able to do all the AI processing locally on your machine with without having to send [ __ ] out um and and they've already got all the
530. 1:15:28privacy and security stuff that their whole ecosystem is is tightly locked down um so Apple's gonna do some amazing stuff with this I think
531. 1:15:37I'm a copywriter does this mean I'll be out of a job if you're a copywriter and you're not jumping on this
532. 1:15:45your your job is absolutely a threat but here's the deal there's you should also as a copywriter um you should you should listen there's a
533. 1:15:56guy named Paul rateser he started this thing called the marketing AI Institute he's got a weekly podcast that you should listen to
534. 1:16:04he's got this famous to me saying that he says AI will not replace your job but someone using AI will as a copywriter if you're AI literate
535. 1:16:14and a copywriter you're going to be able to use these tools better than non-copy writers but if you're a copywriter
536. 1:16:21that's not using these tools you're going to get blindsided it like it's going to happen it's going to happen
537. 1:16:26fast for copywriters so yeah so I think that right now tonight if you're still here valley floor art you should be
538. 1:16:33going there right now and if if you've never been there and haven't played with it go to prompts.chat understand what
539. 1:16:39prompting's all about as a writer you'll get it you'll be good at it you'll have fun at it and it's going to blow your [ __ ] mind it is
540. 1:16:53like an experiment would be take take some copy that you've written this week and especially if it's something like
541. 1:17:03maybe you did a blog post or maybe you did something that's like a decently researched well-written piece that you put a lot of time into
542. 1:17:10take that go to chatgpt go here say based on this piece of writing and then paste in your piece of writing
543. 1:17:21write a new piece on this subject with these four bullet points and do it in the style and form of the thing that I
544. 1:17:30just pasted in there and just watch what it does in 30 seconds in eight seconds and it should blow your mind you should
545. 1:17:37so so here's the thing I feel like everyone right now owes it to themselves to go here and play long enough to have this moment
546. 1:17:47you should go have your Kevin McAllister moment from Home Alone and if it doesn't both excite you and scare
547. 1:17:58the [ __ ] out of you at the same time then then you're not paying attention then you haven't at this moment um
548. 1:18:06so so is it going to take your job I think you you have a hell of a lot better chance of not being displaced if you're AI literate
549. 1:18:15and it's going to absolutely transform your job but it's also going to absolutely transform every job every knowledge
550. 1:18:23worker every creative professional all of the all of the stuff we do on computers right now the the historical wisdom was that AI
551. 1:18:36would start with the lower level jobs and the last ones to go would be the knowledge workers and the creative creative class right
552. 1:18:44they're the first ones that are going to go because it does the it does tactical execution really really well and
553. 1:18:52especially if you have someone that knows what they're doing prompting these machines there's a I was talking to a guy yesterday A buddy
554. 1:19:03of his just started an agency with five other people so a six person person agency where they are turning around fully
555. 1:19:11executed Creative Concepts within eight hours so they're meeting with a client like in the morning and delivering that afternoon
556. 1:19:22fully executed Creative Concepts with writing Graphics you know like like stuff that would take an agency three weeks to
557. 1:19:32six weeks depending on how big the agency is they're turning it around in the day same day and they're starting an agency to do that
558. 1:19:40now they don't have a bunch of copywriters writing really fast no they've got creative directors that are
559. 1:19:49acting like conductors of a symphony playing with all these tools and they have enough life experience to
560. 1:19:57pull that [ __ ] together that quickly so yeah Love Your Entertainment thank you I did story time for preschoolers in the
561. 1:20:05urban park with detailed activities it was awesome oh that's super cool yeah you can you use chat gbd to come up with
562. 1:20:11ideas for events it's great at that [ __ ] because it's I mean why is it good at that stuff because it was trained on all
563. 1:20:17of the internet so every time anyone has done a blog post or or done a thing about you know 10 activities for
564. 1:20:24preschoolers you can do in the park like all that content's already out there right so when you ask it to do stuff
565. 1:20:30like that it's like oh let me go look at all of the internet how about these five you're like [ __ ] laughs
566. 1:20:38please y'all clap for the man all right clap uh double tap the screen and do stuff like that let people know we're
567. 1:20:44here by the way it looks like we got some new folks my name is Kyle Shannon this is the AI learning lab I can't
568. 1:20:49believe this many people come and hang out here but I appreciate it um I'm an entrepreneur I'm the founder and
569. 1:20:57CEO of a company called storyvine we're an 11 year old video technology company a video storytelling company
570. 1:21:03um I was an innovator in the early days of the world wide web and one of the reasons I'm so passionate about this
571. 1:21:09[ __ ] is I was there at the beginning of the World Wide Web coming up I was in New York City I started one of the early
572. 1:21:15agencies in the mid 90s in New York City and kind of rode the internet wave up up and down and through um and
573. 1:21:28the energy of what's going on with generative AI is very very very similar to the early days of the web but it's way more profound
574. 1:21:38and it's coming way faster and it's I you know I get I get very philosophical with this stuff because the World Wide Web
575. 1:21:52change the world right it fundamentally changed the world that's going to look quaint compared to what this generative AI stuff's gonna do
576. 1:22:03it's gonna it's gonna transform everything like even how I think about how computers work and how programming
577. 1:22:11works and how product development works and how writing works and how the creative process works and how creative products are conceived
578. 1:22:22and curated and delivered all of it's going to change all of it all of it filmmaking at the highest level down to the lowest level um
579. 1:22:34at all of it and so I don't know so I'm just here trying to get as many people as excited as I can not to listen I
580. 1:22:46don't give a [ __ ] if you drink the Kool-Aid or not if you go play with this and actually understand what it is and
581. 1:22:52how it works and then decide [ __ ] that I actually like the process of sitting at my typewriter and writing for eight
582. 1:22:58hours like for me that's for me creativity is sitting at the keyboard for hours at a time torturing myself with words if if that's the thing
583. 1:23:09you enjoy [ __ ] God bless you but not everyone's like that and these tools are like like this tool is like having
584. 1:23:21by far the most powerful writing assistant you've ever had like the most powerful writing assistant in the in the history of humanity
585. 1:23:30is now a click away like if if you still haven't gone there if you're here at this channel listening to this fat old 58 year old Gen X
586. 1:23:40[ __ ] if you haven't gone here yet go there right now and start playing with it and don't think of it like oh it's like
587. 1:23:48fancy Google or don't think of it like oh but I heard it hallucinates and it lies and it does this and the robots are
588. 1:23:55gonna kill us don't be in that cynical place right now just go there and start playing with it learn it well enough to actually understand
589. 1:24:06what it makes possible and then kind of aim it at what you do and see how good it is at the [ __ ] you do and even if it's only 80 is good
590. 1:24:22or 60 it'll do that 80 in 30 seconds and then you can still spend the next 20 you know two hours refining it
591. 1:24:31but you owe it to yourself to go there and do that and I know I'm kind of soap boxy but we just oh we even have more
592. 1:24:36people now hey everybody Welcome uh I'll get off the soap box now anyway if you have um questions pop them in the comments below
593. 1:24:45I do try to answer them all I'm more than 99 messages behind so if it seems like I'm not answering you that's just
594. 1:24:51because I'm a jerk I'm a big fat poo poo head prompt engineering meaning will expand over time it will come to
595. 1:24:59mean interfacing with AI models yeah and I think so so again because we're so early in this generative AI phase
596. 1:25:07right now all of these tools are all these disparate sort of pieces of [ __ ] software that are sitting on top of these profoundly
597. 1:25:15powerful models so the output of what all of these tools are doing is profoundly powerful but the interface
598. 1:25:21itself sucks it just sucks right like like in chat gbt right now it gives me a history of all my prompts but I can't
599. 1:25:29search them like if I want to go find what I'm one of my prompts I can't right I've got to just scroll and scroll and scroll
600. 1:25:36and and they're also um they're not fully integrated in the tools we use but but they're going to be if so if you look at generative fill
601. 1:25:43within Photoshop they're starting to sneak these generative generative tools within the the tools we use they're going to be in
602. 1:25:51office 365. they're going to be in the Google office suite um they're going to be in everything um they're going to be in operating
603. 1:25:57systems right so so so this stuff is coming so prompt engineering isn't going to look a year from now what it looks
604. 1:26:04like today but the idea of understanding oh what I need to do as a human is know what I want enough to ask the
605. 1:26:15machine to go do that for me right and right now that requires a little bit of you know critical thinking and Engineering
606. 1:26:23thinking but that'll get easier over time but but that's that's the skills to start to get curious about this start to
607. 1:26:30explore it and and start to understand that you can bend this tool to your will Microsoft calls the the gpt4 that
608. 1:26:39they're incorporating into their tools co-pilot right so GitHub co-pilot is owned by Microsoft I think it's a
609. 1:26:47brilliant name because that's that's really what the relationship is you're the pilot and this AI tool is your
610. 1:26:53co-pilot so it's it's like having a it's like having an incredibly smart intern um who needs a lot of guidance so you
611. 1:27:03guide it and then you say by the way do you know anything about the Mesopotamian War and it will it knows it all
612. 1:27:10by the way can you speak Babylonian yep oh can you translate this Babylonian scripture into English sure here you go
613. 1:27:19anything else you'd like me to do there boss uh yeah put it in a table and compare it to the King James Bible version version
614. 1:27:28of the same passage sure um yeah so that's what's coming use four not 3.5 so yes I agree with that uh tilde l
615. 1:27:39that's not a very creative name but I I like the brevity uh can it write a WordPress website yeah it like I don't so
616. 1:27:48certainly if you can copy the the code from a WordPress website and paste it in there and say just rewrite this it can
617. 1:27:54do that for sure but it probably knows enough to just write a WordPress website um yes I would think so yes um Can AI
618. 1:28:04ask you questions for brainstorming yes so so a really cool thing that you can do with with chat GPT you can say I want you to act as
619. 1:28:18my brainstorming partner and you're an expert at and whatever it is if you're in the the I don't know Remnant carpet business we're gonna do
620. 1:28:30some brainstorming and and you're an expert brainstormer in the remnant carpet business and what I want you to do is
621. 1:28:40um I want you to help me brainstorm and you're gonna ask me a series of questions about my business so that you can understand my business
622. 1:28:48and then once you understand my business you're going to lead me in a brainstorming exercise I don't want you
623. 1:28:55to write any questions yet but do you understand and it'll say yes I understand I'm going to be your brainstorming partner and I love the
624. 1:29:02remnant cart carpet business and then once I understand your business then I'm going to lead you through a
625. 1:29:07brainstorming thing you're like okay great now I want you to ask me one question at a time and don't go on to
626. 1:29:13the next question until you're satisfied with my answer to the previous and I'll say okay great here's your first
627. 1:29:20question what's the name of your business and then it will just start asking you questions and you answer it and the more
628. 1:29:28context that you give it the better and better it will get so that by the time it turns into a brainstorming partner it won't be giving
629. 1:29:37you generic brainstorming exercises it'll be giving you very specific ideas for your business so absolutely brilliant at that
630. 1:29:47is clutter Cloud plus worth using if you're using gpt4 right now yeah let me show you why okay let's go over to the internet
631. 1:30:01okay so if you go to chat gbt you go here you got your little chat window you got GPT 3.5 and 4. it's connected to the
632. 1:30:11internet it's got plugins you don't need Poe if you've got access to this you really don't need anything else
633. 1:30:21for right now like that that'll change over time but right now like this is the this is kind of the Cadillac experience
634. 1:30:27just in terms of the quality of the model and how they've got it fine-tuned and how it does what it does certainly with writing
635. 1:30:36um what Poe has so Poe is a similar kind of um engine where you've got you know your your text entry at the
636. 1:30:47bottom and it answers questions but then over here on the side oh they actually changed the interface from yesterday
637. 1:30:52that's wild so this this is new here but the these first um one two three four five six these first six things are different
638. 1:31:03um chat models right so Sage is from Poe which is uh quora um you've got gpt4 Claude plus and Claude instant 100k this is the one I'm
639. 1:31:13gonna come back to these three are subscription only so you so you have to pay for this and then you got Claude
640. 1:31:20instant which is super fast and you've got chat EBT so the Claude models are from a company called anthropic which is
641. 1:31:27re really interesting company X openai people Claude instant and chat GPT are essentially the same thing Claude plus
642. 1:31:35and gpt4 are essentially the same thing again gpt4 is better in my opinion Sage is okay not great but whatever
643. 1:31:43Claude instant 100K that 100K means it's a hundred thousand token context window meaning you can put in up to 75 000 words
644. 1:31:55into your prompt so that's like an entire novel right so if I click on this let me go I'm gonna go find something let's go find um
645. 1:32:07uh screen play PDF free um let's say Scarface
646. 1:32:21Scarface script is this actually going to give it to me where's the PDF click to view and download View
647. 1:32:48yeah but I I don't think that's actually just a PDF that's their stupid website let me see if I can find a PDF of it
648. 1:32:58screenwriters Network I think all of these so that this is this is one of my this is one of my absolute frustrations about
649. 1:33:07um yeah about Google right now is that everything in Google is like an SEO [ __ ] try to scam some money off you
650. 1:33:14kind of stuff I just want to find this the the PDF and today scripts to screen Scarface
651. 1:33:30I had script Scarface transcripts at scripps.com let's see if this is it PDF okay I think
652. 1:33:46okay that's the actual PDF let's see if this will actually work okay so is this it so it's not formatted
653. 1:34:03but let's go grab all of this oh I can't huh ah this is frustrating all right let me go let me go back to Claude so in here I've
654. 1:34:20got so all of the text that you see here this this was 2001 A Space Odyssey so I've got all of 2001 A Space Odyssey paste it in here
655. 1:34:33so let me go grab it this is some other [ __ ] hold
656. 1:34:51this was a bunch of LinkedIn profiles so that was the other thing I did I pasted in like six different LinkedIn profiles
657. 1:34:57and then started querying against it and this is a big long transcript of a meeting okay here's okay title card
658. 1:35:09Africa three million years ago so that's the beginning of 2001 A Space Odyssey so I'm gonna go down here the bottom
659. 1:35:18and I reset the context here this is why I can't search on it right now so I'm going to repaste this in
660. 1:35:25all right so there's the end of 2001 A Space Odyssey so I'm going to say copy okay so now in my little text box here I'm going to
661. 1:35:35paste the entire screenplay of 2001 A Space Odyssey oh and I didn't ask it a question so it's actually going to answer something
662. 1:35:43here let's see let's see what it answers I didn't I didn't actually give it a prompt still waiting let me give it a prompt um
663. 1:35:54who are the main characters and what happens to them question mark um
664. 1:36:12summary of the key events Frank Poole has accidentally killed Dave Bowman realizes the onboard computer Hal is
665. 1:36:18malfunctioning and decides to disconnect Hal's higher functions leaving Hal in a childlike state so it just read that entire screenplay
666. 1:36:28here's a summary of the main characters let's see um um what um does how
667. 1:36:43do to the crew question mark
668. 1:36:59still waiting still waiting I'm sorry Dave I'm afraid I can't do that so anyway you get the basic idea so this is
669. 1:37:06so I pay for Poe and I pay for gpt4 and this this is why I do that so let's see what does Hal do how malfunctions by falsely reporting
670. 1:37:19issues while Frank Poole is doing an Eva to replace the unit how causes the pod bay doors to open depressurizing the ship
671. 1:37:28a pod crashes into Frank pool killing him instantly this leaves Dave Bowman as the only surviving crew member Dave
672. 1:37:34Bowman realizes how is malfunctioning and disconnects him so pretty pretty amazing stuff crazy right so I know that was a long answer to a
673. 1:37:47short question but you know I'm losing my voice too what's going on here people wow wow wow wow welcome everybody all right
674. 1:38:01um does it have a voice to text it looks painful sometimes watching your typing it does but I'm too lazy um and
675. 1:38:11I don't know if you don't watch me type don't don't don't be here it's like I'm I'm just doing what I'm doing like all
676. 1:38:18of that requires me to do setup and work and learn new key commands and I've got 80d foreign if I had that level of executive
677. 1:38:28function I probably couldn't do this tick tock I seriously think that I'll be out of a job if I continue copywriting I'm very worried um
678. 1:38:37so here's the deal um I think you'll be out of a job if you continue copywriting the way you've done it before
679. 1:38:53um but I think that does the world is the world still going to need copywriters yes but they're just going to use different
680. 1:39:00tools so just like if you're a copywriter and you used um a typewriter and then this along Along Came this thing called a word
681. 1:39:08processor and a big part of your skill was you didn't make typos so you didn't have to use white out and you were
682. 1:39:14better than other copywriters if you were still married to that Paradigm of well I've got to use a typewriter and
683. 1:39:19then these young whippersnappers are coming in with their fancy computers and they can you know copy and paste
684. 1:39:25documents and you know do spell check and things like that you you'll be left behind so these tools even though they do a lot of writing
685. 1:39:35my experience with them is they can get you to about 80 percent really really quickly and then it's still up to the human to curate and
686. 1:39:45refine and you know finish and understand what they want to produce so I think it's just more like shifting your
687. 1:39:52mindset that the tools that you'll use to do copywriting will be different but if you just stick to how you do what you do now
688. 1:40:02the competition that you will face is someone will come along that can write 10 times faster and you might argue that well it's ten
689. 1:40:10times faster but is it as good at some point the boss won't care right at some point the bus is going to go a
690. 1:40:1710x increase in productivity is worth the quality dropping slightly so that's the risk that you face if if you don't embrace it
691. 1:40:27um but yeah it's it's scary one of the so I started this thing called the AI salon and I'll give you the um oops not that hang on
692. 1:40:38so the AI Salon this is the URL for the salon right here we meet bi-weekly and um and we have an online Discord we can
693. 1:40:48geek out and ask questions and hang out with other people one of the very early members of the salon she's one of the
694. 1:40:53organizers now is a copywriter and when she started out she was absolutely terrified and the more she got into it the more she
695. 1:41:03understood what chat CPT was was and how it worked she said holy [ __ ] this changes everything about how I do my job but
696. 1:41:10she's like busier than she's ever been largely because she's AI literate and she's really efficient and she said it's
697. 1:41:17completely transformed how she does copywriting but she's working more than ever but it's completely different she
698. 1:41:23actually spoke at the salon a couple of weeks back um and and talked about her experience doing that so
699. 1:41:30um you can if you go to the AI salon on YouTube you can actually see that there's a video of her talking about being a copywriter and and uh
700. 1:41:39how different things are now so it's just it's wild but I you know again I I would not put your head in the sand
701. 1:41:46just because it's scary like both feel the fear but also learn this enough to understand how exciting it actually is um
702. 1:41:56but I totally feel your pain I mean this is this is this is existential kind of stuff this this is what why people are both
703. 1:42:05excited about it and terrified about it because it's going to change a lot um I can't get it to add up numbers
704. 1:42:11correctly consistently it keeps messing up so I would say use the Wolfram Alpha plug-in and have have Wolfram Alpha do
705. 1:42:19actual math the reason these large language models are not good at things like um like uh like logical functions like
706. 1:42:28that it's just the nature of how they work so when they put all that stuff on screen they're doing it one word at a time it's
707. 1:42:35a it's a prediction engine so how it how it actually functions is is almost identical you know when you're
708. 1:42:42typing in Google and it like finishes your sentence for you like it like adds those three words at the end of your sentence
709. 1:42:49that's all it's doing but like on steroids so it's it's literally predicting one word after another to write all of that copy that it writes
710. 1:42:58so if it gets it wrong along the way it's not going back and looking at what it wrote and saying did I get that right
711. 1:43:04it doesn't have that function in there the only function it has is predict all the next words It's So Sophisticated that it looks like
712. 1:43:12it's doing the right thing I like to describe it as mansplaining as a service that that it will confidently answer you even if it's wrong
713. 1:43:21um like every good man in your life it will answer you even if it's wrong um and because of that it will kind of do
714. 1:43:32math in a way that looks like it should be right now this might be something to try so I heard Andre carpathi who's who's one of
715. 1:43:42the founders of or the lead engineer at openai one of the inventors of all this stuff um he was talking to the Microsoft
716. 1:43:50developers conference and he was talking about a mathematical equation and he said the way these large language models work
717. 1:43:56if you if you say hey here's this really complicated mathematical equation go solve that for me it will give you an answer
718. 1:44:04why it gets it wrong sometimes is it's been trained on all of the internet right so what do you have on all of the
719. 1:44:13internet well one of the things you have on all of the internet is you have a bunch of math professors that put that equation in there and
720. 1:44:22solved it correctly but what you also have on the Internet is all of the students that solves that equation and got it wrong
721. 1:44:31and so if you just say hey chat GPT solve this math equation it will kind of look at all of its knowledge all of the
722. 1:44:38possible answers and it will kind of amalgamate them together and give you an answer and so it may mix in some student
723. 1:44:44bad answers with some Professor good answers so one of the things you can do is you can say hey I want you to act as as a um
724. 1:44:53Stanford trained meth Professor that specializes in this branch of mathematics and then I want you to solve this problem
725. 1:45:03what that very possibly will do is narrow What's called the latent space or narrow the kind of uh the region of
726. 1:45:11answers that is more likely to have right answers in it so there's there's probably ways that you can improve its
727. 1:45:17performance by narrowing the window of what it's looking at so that might be something worth trying but that's why it
728. 1:45:23[ __ ] up like that over the next two years or so there will be increasing layers built into these tools that do
729. 1:45:30things like fact and error checking so that it won't be so Random right now it's it's a pretty random mess again we're early
730. 1:45:37Kentucky is regulating AI maybe buy a property in Kentucky in five years the only place to find work well or you know
731. 1:45:46Kentucky will get increasingly left behind because the the world the world is here's the deal with technology you can't uninvent it
732. 1:45:59you can't uninvent technology right you can try to resist it I you could make that same argument at the turn of the last century when the
733. 1:46:09steam engine was out and you could say well Kentucky's we're not going to be going with the steam engine we like our
734. 1:46:15horses and our and our plows we're good we're an agricultural Community we're not going to go with that fancy steam engine [ __ ]
735. 1:46:23it that's the same argument right you're not going to uninvent this stuff so the best thing that you can do is understand it
736. 1:46:33and then you can choose not to use it but if you just say hey we're going to block it I think you're screwed
737. 1:46:40go look at if you if you want to see something interesting Gregory um go Google um city of Boston AI guidelines so the city of Boston
738. 1:46:50about a month ago put out a guideline saying if you're going to use generative AI here's how to do it here's what it is
739. 1:46:58here's what it's good at here's what it's not good at here's some use cases for things you can do with it here's
740. 1:47:04some things you shouldn't do with it here's a code of ethics about how to think about it I think that's a really important
741. 1:47:10document so rather than just saying Hey [ __ ] science and and you know [ __ ] all this highfalutin stuff and we're just
742. 1:47:17gonna put our heads in the sand um this stuff's coming whether you want it or not and it ain't going to be
743. 1:47:23uninvented I would strongly encourage you to go go read those guidelines from the city of Boston I think they're
744. 1:47:28they're quite good and I think they could serve as a road map for for a lot of us um so you're basically saying sell my
745. 1:47:38Google stock I wouldn't listen Google is absolutely behind on this stuff but they invented it and they've got a lot of
746. 1:47:45money and a lot of really smart people a lot of really smart people I would not count them out but they are definitely
747. 1:47:51behind the eight ball with this with this generated AI stuff Bard sucks right now um I can't get it to add numbers
748. 1:47:57correctly we answered that for someone who's terrible at Discord navigation instead of going to Discord can you have
749. 1:48:04I don't see the rest of that question oh wait can you have something else I don't know what it said but
750. 1:48:11um can you can't do mid-journey outside of Discord right now that will change but right now it's in Discord only um
751. 1:48:21and uh yeah that that sucks discord's Discord sucks I'm a chat GPT newbie will you tell me what it's good for so if you're a newbie
752. 1:48:32go to this site prompts.chat this will teach you about prompting but what this really is is it's a giant long
753. 1:48:41list of personas that you can tell chat GPT to be so go be a mathematician go be an author go be a business coach go be a
754. 1:48:52data analyst and in in setting chat GPT up as that persona a will give you ideas about the things it can do but it can do lots it could it
755. 1:49:06can create a marketing plan for you it could create a meal plan for you if you create a fitness plan for you
756. 1:49:11um it could write all your social media content it could write your next book it could help you edit your current book it
757. 1:49:18can code for you it can document code that you've already written it can debug code you've already written it can
758. 1:49:25refactor code you've already written into a more modern language like the depth of it so so here's the deal imagine
759. 1:49:34so you know those really annoying students in your class that just [ __ ] aced everything they like studied everything and learned [ __ ]
760. 1:49:42everything and every class they took they were good at imagine that student that learned all of it that could go read the entire internet
761. 1:49:54and just knew it all they had zero social skills and and they didn't know what to do with all this knowledge but they knew all that [ __ ]
762. 1:50:02that's kind of like chat GPT so would you say what is it good for if you had the world's smartest intern
763. 1:50:11working for you that would do anything you wanted like that even though sometimes it would get things wrong and sometimes it would be a
764. 1:50:20little stupid and sometimes you'd need to guide it but it [ __ ] knew everything what would you do with that intern I
765. 1:50:27don't know you could do lots you could start the world's most successful lemonade stand you could probably go solve some huge societal
766. 1:50:37problem you could probably cure some horrible disease right so it can do lots like almost anything so what I would encourage you to do is
767. 1:50:48go there and just start playing and go to prompts.chat this will give you lots of ideas like it's literally hundreds of
768. 1:50:55different ideas of the kinds of things this can do and and you could take any one of those so if you say to this thing you know act
769. 1:51:04like an expert I don't know philosopher spend the evening talking to the world's smartest philosopher um that's what it's that's what it's
770. 1:51:16like I've been using cheche upt all day to help rewrite resumes and cover letters outline a novel Trilogy so okay that's a
771. 1:51:24perfect experience with chat GPT I've Rewritten my resumes and cover letters okay that's done you know what I'm gonna
772. 1:51:31go outline my novel Trilogy exactly like that's that's the experience like you can go in with one thing and then you can go you know
773. 1:51:39I wonder if it could help me with that old Trilogy that I never got around to finishing the outline oh [ __ ] there's my outline
774. 1:51:48I wonder if we could do the first chapter oh that's not bad that's it um will it auto my taco truck we talked about that
775. 1:51:59uh you don't need to ask questions many many times I try to get to them although I'm hundreds of questions behind
776. 1:52:05my workplace where I write I use AI to help with insane project oh with this insane project management tool that's
777. 1:52:12cool I can beat up AI congratulations I think we all can it's a bit of a dweebie geek right now where can we find a career for this um
778. 1:52:28so that's that's a that's a really interesting question um these AI tools are going to be ubiquitous they're going to be in
779. 1:52:41everything so the answer to that question is is almost the same as if you had asked in 1994 where could you find a
780. 1:52:49career in the world wide web back in 1994 it was like learn HTML and you can go build websites and maybe you
781. 1:52:56can start an agency or you could maybe start a.com company so it's kind of like that right now where it's not super obvious where it's
782. 1:53:04going to be but if you think about where could I get a job on the internet right now it's almost a weird question you're
783. 1:53:08like well the internet's everywhere so like any job you have is going to be with the internet it's going to be the same with AI for
784. 1:53:16the next two to three years being AI literate is going to be novelty right so so if you're a copywriter but you're an
785. 1:53:23AI literate copywriter you're gonna have a hell of a lot better chance than someone who's not AI literate so what I would say back to you is
786. 1:53:31what do you want to do or what do you currently do and then I would point you to to this or if it's in the art field
787. 1:53:37something like mid Journey or stable diffusion on the image side and I would I would start to learn what
788. 1:53:44can this do as good as I do or better than I do figure out with this how you would replace yourself for whatever it is you want to do and in
789. 1:53:55figuring that out you'll find the career forward for lack of a better term and the other thing that I really encourage people to
790. 1:54:04do is as you're learning about this stuff it's why this channel exists start teaching others as you learn something
791. 1:54:10just say hey I'm learning this chat gbt thing I I know you were struggling with your small business would you mind if I
792. 1:54:17like came up with some marketing ideas for you using AI I don't care if it'll help great and then go up and try to help someone
793. 1:54:27solve their marketing problems using that that could be the beginning of a career a bunch of people that I know like
794. 1:54:35literally started learning this stuff put it in their LinkedIn profile and within a month started working why
795. 1:54:42because we're so new everyone's trying to figure this out right now so just go start playing take what you know
796. 1:54:48try to replicate it with that and in doing that you'll kind of discover oh it does this really well maybe I could go
797. 1:54:54tell people how to do that yeah go do tell 10 people for free and then the 11th one charge them 50 bucks and then
798. 1:55:02the 20th one charge them 500 bucks that might be a career I don't know I mean it's it's it's a it's a really
799. 1:55:09broad question if you're more technical you can go on the technical side of this but but we're past the inflection point
800. 1:55:17now but Chachi piece T has done is you don't need to be a computer scientist to use AI anymore you just need to go to that website and
801. 1:55:26be able to type in words and in the future you won't even need have to do that you'll just be able to talk [ __ ] and it'll just go do it
802. 1:55:34but right now you got to learn that [ __ ] um all right can you get chat EBT to give you a prompt template you can absolutely have
803. 1:55:47chat GPT teach you how to prompt it you can say I want you to do this what's what's a way that I can prompt you so
804. 1:55:56that you do this better and it will tell you that and then you can say could you just go do that oh all right it's a gift and a curse
805. 1:56:06exactly it's a dessert topping and a floor wax uh um yes me too wrote several new business plans in three months all right I've
806. 1:56:16already seen all these questions oh for some reason it jumped me way up ahead sorry I mean you know what I'm
807. 1:56:23going to do I'm going to scroll all the way to the bottom so and then I'm just going to scroll up a little bit I'm jumping a bunch of
808. 1:56:28questions just because I got lost there's a Emilio's wife hello Emilio's wife okay I'm just gonna grab a random one
809. 1:56:38here hold please lots of conversation amongst yourselves which I love to see that's cool I'm using chat GPT to run
810. 1:56:45DMD campaigns I give it a prompt and it creates a story I can play in mold that's awesome yeah act as a as act as a
811. 1:56:52dungeon master and a lot of times I think it'll even ask you like what you know what version do you want to play
812. 1:56:57because it knows all the rules so you can go back and play different versions of DnD that you like which is super cool AI will kill
813. 1:57:05everyone after Elites merge with silicon because it will Doom the non-cyborgs elite there's someone who's been
814. 1:57:12watching some movies yeah Hollywood's been training us for 50 years that the robots are going to kill us so that's a very common um uh
815. 1:57:22idea but I think there is there is an equal possibility that the robots will free us from the mundane and the soul-crushing
816. 1:57:33work that we [ __ ] hate doing imagine if everyone could just do work that inspired them we very well may be going
817. 1:57:40in that direction it's one of the funny things I'll hear about people saying is like well if the robots do all the work
818. 1:57:45what are people going to do I don't know they're [ __ ] human beings they'll start contributing in other ways they'll
819. 1:57:51realize oh maybe that job was crushing my soul and I hated it you know what I've always wanted to do huh and then
820. 1:57:59they'll go use that to figure out how to do and then we enter a great Renaissance where everyone is creatively expressed and all
821. 1:58:08of humanity loves one another and we sing Shangri-La and dance in circles in rainbows and silk ribbons fly through the air
822. 1:58:17or not or the robots kill us which way is it gonna go well I think again why this channel exists I think the more of us that step into this
823. 1:58:31and sort of bend it to the light it will actually bend it to the light if we all just sit back and stay cynical it will bend to the dark
824. 1:58:43I added the plug-in functionality cool if you discover anything cool and interesting please share it's so good with a tier I know like if
825. 1:58:53hopefully someone in here tonight has had the Kevin McAllister moment where it can do that I've told this story before but
826. 1:59:03I was teaching a group of like I don't know 10 10 to 12 year olds how to do like image prompting and stuff like that and
827. 1:59:09it was a school for like gifted but you know like ADHD you know not neuro spicy kids right so they're like bouncing off
828. 1:59:17the walls teaching them how to do this stuff and at the end of like two hours this one kid he'd been quiet for the whole
829. 1:59:24time I was teaching and he said he looked at me and he goes you know I'm writing an application in C sharp I said really because yeah
830. 1:59:35yeah it's a clone of Flappy Birds but uh I got a bug in the code so I'm just gonna throw that out it's like 10. he
831. 1:59:43was like too cool for school I'm like oh that's cool I said have you have you tried you know playing with that in chat
832. 1:59:50GPT yeah yeah yeah yeah I said here come here let me show you something so so I open up chat GPT and I I type in
833. 1:59:59um write a clone of Flappy Birds and C sharp that can be run in unity because he was running it immunity
834. 2:00:04and it wrote the code and he his mouth literally did this he went and he goes I'll be right back I gotta get my laptop so he runs down four
835. 2:00:15flights of stairs runs back up four flights of stairs he's my laptop so we get out his code his c-sharp code for his Flappy Birds clone
836. 2:00:26and we copy it out of unity we paste it into chat GPT and I say um what's wrong with this code and it
837. 2:00:35found a typo there was like you know two characters were swapped or there was something missing and it fixed it
838. 2:00:43and I said we'll copy it you know paste it back into Unity so it copy copies it out of chat gbt paste it into Unity hits
839. 2:00:49run and Flappy Bird starts playing and he starts playing it and then he crashes and he and he looks at me and he goes
840. 2:00:57this changes everything that's the moment you want to have that's the moment you want to have that's why you go there
841. 2:01:06have that moment where you're like it can do that because the minute you have that and you realize this isn't just a [ __ ] Google
842. 2:01:14search this is something more then you start to think about well wait a minute if it can do that thank you if it can do
843. 2:01:22that then maybe it can do this and if it can do that then maybe it can do this and holy [ __ ] if it can do that maybe I can do that
844. 2:01:31that's what this is about this is about like Humanity Amplified amplifying your Humanity but you got to get over the hurdle of
845. 2:01:43this is a limited piece of [ __ ] [ __ ] the robots are gonna kill us I'm cynical these AI nerds are dorks Kentucky is going to shut it out
846. 2:01:54Kentucky will be the last place you can get away from this stuff um one of the bottom two links behind you so prompts.chat is um
847. 2:02:07a document that will teach you about prompting it'll also teach you that you can sort of create personas that chat
848. 2:02:13gbt can act like and then future PD is a directory of like almost 4 000 AI tools they just keep adding to it it's so so
849. 2:02:21the thing about all these AI tools right now so there's almost 4 000 tools at Future pedia um three thousand you know 700 of them
850. 2:02:31are complete abject pieces of [ __ ] and a waste of your time and then there's like 300 in there that are [ __ ]
851. 2:02:37mind-blowing so you kind of have to sift through them so I would say look at ratings look at things like that but if
852. 2:02:43you want to geek out you can do that but but quite honestly just playing that chat GPT and especially now that it's got plugins
853. 2:02:52just learning how to do that and what how deep it actually is is I could spend the next decade there and and not even probably scratch the
854. 2:03:01surface I think the difference is the complexity of human multitasking we don't think AI can do that well hmm
855. 2:03:17I think AI can probably do that way better than humans can I I think humans multitasking is a fallacy I think we do fast
856. 2:03:27task switching but we're doing mono tasking and we're just switching between them um the thing that I think humans
857. 2:03:36that AI can't touch right now is critical thinking and like the wisdom part like I feel like Google gave us information on demand
858. 2:03:47generative AI chat GPT gives us knowledge on demand but we've still got the wisdom so we're still in charge
859. 2:03:53we're still saying here's what I want it to do here's why I want it to do that here's what good looks like here's what
860. 2:04:00great looks like so all of the critical thinking that's still the human piece the wisdom piece but the generative AI can do all the
861. 2:04:10Tactical execution not all of it a lot of the Tactical execution and make it way more efficient so then humans move
862. 2:04:16into more of a conductor role than a solo violinistral right if you're a copywriter you're a solo violinist right
863. 2:04:23if you're using multiple multimodal AI tools that do images and music and words and programming and you understand hey I wanted to do
864. 2:04:34these things if you can think horizontally across disciplines and use these tools you're going to have superpowers super powers
865. 2:04:44no more negative self-talk with the FN Gen X stuff why shame is my love language so I can't put myself down
866. 2:04:59uh uh how will change accountants jobs wait how how will this change accountants jobs besides analysis um
867. 2:05:11it's gonna be really good at accounting if so if you haven't seen it go to YouTube and look look for a uh do a
868. 2:05:19search for code interpreter chat GPT that's a new mode that's coming for chat GPT called code interpreter that will do
869. 2:05:27full-on data analysis so all of the accounting stuff like chat GPT will be able to know all of the accounting rules
870. 2:05:34and you'll be able to interact with basically a virtual accountant that will know all the rules so what I would say
871. 2:05:41is if you're an accountant get AI literate start learning how it does that stuff what is it good at what is it not
872. 2:05:49good at go to futurepedia.io and look up any AI powered accounting tools there's probably some in there
873. 2:05:59they may suck right now but what you'll probably start to see is glimmers of what's possible so I would say just get
874. 2:06:05up to speed as much as possible as much as possible on what's coming go look at code code interpreter and look at what that's going to do
875. 2:06:14um and just start getting AI literate I mean it's my message essentially for everyone on this channel is get AI
876. 2:06:21literate go there start playing long enough until you have this moment like holy [ __ ] I didn't know it could do that
877. 2:06:27and then from there you can start to make this some decisions like like some people are going to de-prioritize this stuff
878. 2:06:36after they learn what it is they're going to say I actually Paul rates are the guy from marketing AI Institute he says
879. 2:06:44I actually like the process of writing without that because it's how I process things it's how I think so for him the act of writing
880. 2:06:55is how he thinks right so he doesn't need to use that for the act of writing but he uses that for the active editing
881. 2:07:04and for the act of project management for the act of sorting things and sifting through things and he's using
882. 2:07:09this a ton but he's found a certain part of who he is where he's like okay I'm gonna not do that for this part of my
883. 2:07:17life but I'm going to use that in all these other areas in my life right and this is a guy that's deep into this
884. 2:07:23stuff and he's already figuring out there's places where this is valuable to me in places where it's not I think
885. 2:07:29we're all going to have to find our own boundaries for that make a calculator for my webs for my website
886. 2:07:38and pro rata calculator you can do that just go to chatgpt tell it you want to make a calculator for your website and
887. 2:07:47have it teach you how to do that it'll write the code and it will teach you how to incorporate it um interacting with AI is helping me to
888. 2:07:56ask better questions to humans too yeah I listen I I it is training training me to be a better person like I'm I'm
889. 2:08:06if you haven't done this yet it's it's fun um I find myself saying please and thank you to it when it writes something that
890. 2:08:14I like I'm like great job like I tell it it did a great job um and yeah there's there's something about
891. 2:08:22the nature of interacting with it that like a new intern it's completely clueless right it knows everything but it's an idiot
892. 2:08:37and so what do you do with people that are completely clueless you're like okay well let me start at the beginning
893. 2:08:43so I work for a company that does this I've got this particular kind of problem I'm hoping that you can help me solve it
894. 2:08:51in this particular way is that something that you can do oh sure I've done that before okay great right and now the
895. 2:08:57conversation begins so just like you would tell an intern okay you know I like my coffee this way and I want you
896. 2:09:03to go down to the corner store and I right and if they're a really brilliant intern you only have to tell them that once
897. 2:09:11and if they're dumb dumb you got to tell them that once a week you know it's kind of like you know Super Genius dum dum laughs
898. 2:09:21but but again start learning the boundaries of what it's good at and what it's not just get literate about it and
899. 2:09:27start talking to other people about it and it will serve you well not only did I use AI to get a new job and double my salary go on
900. 2:09:35agility with Amanda this is awesome I used it to get my product-based business into seven new stores this month that's
901. 2:09:42huge agility with Amanda that's super cool I mean yeah that that not only did I use AI to get a new job
902. 2:09:53and double my salary I used it to get my product based business into seven new stories this month and if she's smart
903. 2:10:03she's telling people about that and if they're smart they're going hey Amanda could you teach me how to do that and if she's smart she is
904. 2:10:15because I gotta tell you the more I teach this stuff the more I learn like like hearing stuff like that is like yes [ __ ] yes
905. 2:10:25and all those stupid [ __ ] videos that are like you can make money [ __ ] you how you make money with chat GPT is you
906. 2:10:34figure out what you're passionate about what you're good at then you learn this stuff and you learn okay oh that's scary
907. 2:10:41oh this is this is like standing on the Big Cliff and getting ready to jump into the water yeah it's gonna feel like that like this
908. 2:10:51is absolutely like like when you use this stuff we are absolutely all going into new territory where we've never been so if you feel
909. 2:11:02completely clueless and completely screwed that's okay like it will help you out of that but you kind of have to let go of
910. 2:11:15in a lot of ways your identity like I've had to do this with my business where a big part of my current business it's
911. 2:11:21called storyvine and it's an automated video storytelling platform people answer questions in our app it goes up
912. 2:11:27to the cloud five minutes later there's this fully edited video the automation part of what we do we call it auto magic editing which you
913. 2:11:36know I love that line people love that line they remember that line a year from now nobody's gonna give a [ __ ] about
914. 2:11:42automation because everything's gonna be automated so I'm sitting here with a business I've spent 11 years building
915. 2:11:48and I'm looking at one of our core value propositions and I'm imagining a year from now that value proposition goes from novel
916. 2:11:57and interesting to yeah whatever holy [ __ ] what am I supposed to do with that so I think everyone that starts to get
917. 2:12:06their head around this stuff faces that existential moment where they're like oh this might affect me
918. 2:12:14and then if you can get through that if you can flip to the other side of that and just start to look at what it's good
919. 2:12:20at what it's not good at what it makes possible then you can do what Amanda did that's really [ __ ] cool really cool
920. 2:12:27stop being a j and invite me please okay crypto size are you here you go you're in well the little dots are spinning
921. 2:12:41you there wait hang on are you there crypto hello I can't hear you I stopped being a j oh it looks like my
922. 2:12:56thing's slowing down I invited you up here but I can't hear you hello what's that I can't hear you
923. 2:13:12can't hear you buddy all right I tried all right um I get totally lost and can't find where I write prompts half the time ADHD
924. 2:13:23sucks I know but ADHD is also like the superpower it's both it sucks and it's a superpower but yes our frontal lobe is
925. 2:13:30like a block of cheese mine is anyway uh can you post the Boston dock shirt let me go show you the Boston dock this was from ages ago but
926. 2:13:44all right oh apparently I need to stop touching my screen that's pretty ugly all right we're gonna go to the Google
927. 2:13:52or the Bing and we're gonna go Boston wait uh of Boston AI policy
928. 2:14:09so it's at boston.gov so just search for city of Boston guidelines for using generative AI so it's so it's an eight
929. 2:14:17page document published in May of 2023 there's your purpose some sample use cases so you can use it to write a memo you can write a job
930. 2:14:28description um here's some principles empowerment inclusion and respect transparency and accountability Innovation and risk
931. 2:14:38management privacy and security public purpose guidelines fact check and review all content generated with AI
932. 2:14:47especially if it will be used in Public Communication or decision making so like they're they're describing right here
933. 2:14:54okay these tools hallucinate and will lie to you so [ __ ] check your work right pretty straightforward
934. 2:15:02here's open ai's GPT 3.5 here's Google's Bard right what's good what's bad don't share sensitive information do's and
935. 2:15:10don'ts right really good document really concise I think it's eight pages um every city in the country should have
936. 2:15:19one of these the country should have one of these every state should have one of these every school district should have one of these
937. 2:15:26every company should have one of these if you're learning about this AI stuff you could okay here's okay ah here you wanna have some fun
938. 2:15:36this is exciting okay let's have some fun go find that document city of Boston Boston interim guidelines for using generative AI
939. 2:15:51go find that document in in chat EBT type in based on this document and paste the text of that rewrite this for the city of
940. 2:16:06New York or for my school district and give it a little bit of information about your school district and tell it a
941. 2:16:13little bit about how you want to modify it you could generate one of these for your company for your school district for
942. 2:16:20your town for your city for your company for your division do that tonight it's really good at doing that [ __ ] take
943. 2:16:30that rewrite it and then just modify it any way you want that would be cool wouldn't that be cool so we have we have we have 79 people in
944. 2:16:38here right now so imagine if half of us took that and went to our bosses or the powers that be or we are the powers that
945. 2:16:46be and we put one of those forward and say Hey what if we did something like this that would be cool uh can you move aside or pause to allow
946. 2:16:56for a screenshot sure there you go I've been at this for two hours my voice is crispier than thought
947. 2:17:11I'm sleepy Kyle but I have fomo health sorry Amelia's life I I have no good answer for you every day is fomo day oh my God it really is
948. 2:17:24um yeah I haven't been particularly uh uh you know funny tonight I've been a bit more soap boxy but whatever
949. 2:17:33for the technical side of the Mila m-i-l-a in Quebec is really good oh for the technical side the m-i-l-a in Quebec let me see what that is
950. 2:17:44um okay back m-i-l-a Quebec artificial intelligence Institute inspiring the development oh that's cool
951. 2:18:00hey all right I'll check that out that's pretty cool inspiring the development of AI for the benefit of all oh cool located in the
952. 2:18:09heart of Quebec's AI ecosystem Melia is or Mila is a community of more than a thousand researchers specializing in
953. 2:18:16machine learning and dedicated to Scientific excellence and Innovation super cool that's great um what have you always wanted to do Mr
954. 2:18:25Shannon well um I'm doing it to a great degree I you know um when I first went to college I went for computer science and then
955. 2:18:38um what I knew about computers was like you know the Apple II and video games and then I went to Penn State for
956. 2:18:44computer science and I walked in a room into a room full of IBM mainframes and they had to be a stack of Punch Cards and they said you know
957. 2:18:53your life is going to be generating you know reports for big corporations and my stomach turned and I'm like the [ __ ] it
958. 2:19:01is I'm not gonna that's not gonna be my life so I switched my major to theater and I got a degree in acting but I've always had this sort of
959. 2:19:09um curiosity about technology and interesting ways to use it combined with um like this storytelling core
960. 2:19:21so I started and ran a theater company um for four and a half years in New York City then I wrote a bunch of screenplays
961. 2:19:28then I started an online magazine then I started an online agency then I went and did a bunch of um film Marketing in Hollywood and then
962. 2:19:38I started storyvine which is a storytelling technology company so I'm kind of doing it I mean it's it's you
963. 2:19:46know some like for me with my ADD I if if I'm if I don't give a [ __ ] about it I can't do it I just can't like I just can't it's like I'm
964. 2:19:57constitutionally unable I yeah I just you know so I have just I guess Gotten Good at finding ways to make money at combining
965. 2:20:10technology and storytelling so in a lot of ways I'm doing what I want to do but I'm you know I would like for
966. 2:20:18storyline to be farther than it is and I'd like to be Farther Along on understanding this AI stuff like I feel
967. 2:20:24even though I do this Channel and I talk like I know what the [ __ ] I'm talking about I'm clueless I'm clueless there's so much to learn
968. 2:20:33there's so much possibility here like all the questions about what's my job going to look like what's the future
969. 2:20:38going to look like what's business going to look like I don't have a [ __ ] clue I know it's going to be different
970. 2:20:43I know it's going to be way different uh move a bit sideways so I can see your background there you go neuro spicy I love it thank you
971. 2:20:55I stole that from who did I steal that from well there's a tick tocker here that talks about it and then uh who else talks about it
972. 2:21:03what's his name um David Shapiro on YouTube he's an AI he's a brilliant AI guy working on AGI artificial general
973. 2:21:11intelligence he's brilliant this is the ultimate cheat code rod this [ __ ] is the ultimate cheat code for
974. 2:21:18everything it's a that's actually a great way to think about chat GPT chat GPT is the ultimate cheat code for
975. 2:21:25[ __ ] everything for everything it's the ultimate cheat code it's that's the perfect description um that neuro spicy that neuro atypical
976. 2:21:34kid lost his motivation to learn to code after an encounter with AI oh that's interesting yeah well so
977. 2:21:41so here's the thing that kid might have lost his motivation to learn to code but if he can find a way to rekindle his
978. 2:21:52motivation to continue development and let it do the coding but he becomes the sort of Puppet Master having this do all the Tactical [ __ ]
979. 2:22:04in their Hills metaphorically and you know otherwise I used it from for some Arduino coding recently and it worked better than I
980. 2:22:13expected exactly refined inquiry terrible navigating Discord can Chachi PT do the mid Journey function for me um
981. 2:22:24no but let me show you something here Clint hopefully you're still here you can have chat EPT write the prompts
982. 2:22:33if what you're talking about is writing the prompts then potentially so I'm going to show you a couple of things here okay
983. 2:22:39so we're going to flip over to let's see I'm gonna go to Claude okay so Claude or to uh to Poe so poe.com
984. 2:22:54gives you access to to all these different models but there's a big chunk of it's free like Claude instant chat
985. 2:23:00GPT and Sage are all free but what also is free at poe.com are these are these Bots and so um what the Bots are is just very specific
986. 2:23:15prompts that that you can interact with so I've got two here there's one called MJ captain mid-journey captain and
987. 2:23:22there's another one called mid Journey so if you go to poe.com MJ captain I'm just going to click on it here
988. 2:23:30and I'm going to clear my context I can now type in a prompt that like if I don't know anything about mid journey I can just type in
989. 2:23:43um let's see um tropical jungle bird um in the rain forest which is not a
990. 2:23:57very good prompt but like that's what I want and I don't feel like learning all that [ __ ] what this bot does is it rewrites that so
991. 2:24:06but what the painting of a toucan bird perched on a branch surrounded by lush green foliage in a misty rainforest in
992. 2:24:13the style of James Audubon cool using a wet on wet technique post-impressionist art movement with a title Tropics alive
993. 2:24:22focal point on the toucan warm right so so it made it not just a tropical bird it made it a toucan it said James
994. 2:24:29Audubon and then it's got you know dash dash AR which is aspect ratio for 4.3 no dry no dry life less monochromatic style
995. 2:24:4070 right version 5.2 so this rewrote my shitty prompt into something that's mid-journey specific now I'm going to
996. 2:24:50pop over to Discord which I agree with you that Discord sucks oops but here we are in Discord and I'm going
997. 2:25:00to go to my AI Salon Discord server and in here oops sorry um I'm in the AI Salon this is my Discord server and in here we have a mid
998. 2:25:09Journey channel so I'm going to go to the mid Journey Channel and then it looks like Ali's in here playing right now thank you
999. 2:25:20oh that's cool and Kyle is doing something some other Kyle and Ally's in there okay so how you make a an image in mid journey
1000. 2:25:30is you type slash imagine and then it gives you a prompt and yeah you have to know all these things so I'm
1001. 2:25:37just going to literally hit paste so this was the thing that um that gave me um I don't want it to be a toucan bird
1002. 2:25:46but I want it to be a of an exotic bird and then let's see focal point on the bird and I'm gonna make it I want it
1003. 2:26:02um I want it taller than it is I'm gonna go three or two because I want it taller than it is wide and then I'm going to leave the rest the
1004. 2:26:14same and so now I'm gonna hit return so what that what that bot did was did a lot of the kind of coding sort of [ __ ]
1005. 2:26:23that you have to do in in um in Discord for mid-journey um so that might help you the other thing that you can do is if
1006. 2:26:35you don't know it you can so slash imagine gives you an image if you do slash settings it will pop up
1007. 2:26:49all of your settings so like here's mid Journey 5.2 5.154321 niji which is the the anime looking stuff different styles remix mode High
1008. 2:27:02variation low variation things like that so um hopefully that helps a bit let's go look at our little birdies here so like 78 percent done
1009. 2:27:13they're getting better they're looking more and more Autobahn like which is interesting that's 93 percent [Music]
1010. 2:27:27and there we go there's our Autobahn birdies and so I can grab any one of those and I like this one with the with the fruits
1011. 2:27:36and then so so what happens the other thing in mid Journey if you don't know this you get these four variations and
1012. 2:27:42then you've got U one through four and V one through four u means upscale and V means variation so if I hit V2 it would
1013. 2:27:53give me variations of this image but I like it good enough so I'm just going to hit U2 and now it's going to give me a high-res
1014. 2:28:01version of that and I'm going to show you one other cool thing so so there's our bird you know our our sort of you know
1015. 2:28:11was informed basically and there's a new feature called zoom out so I can zoom out two times 1.5 times I can do a
1016. 2:28:20custom Zoom let's do a custom Zoom I'm going to zoom out um two times but I'm going to make my aspect ratio um 16 by nine
1017. 2:28:33and submit it and so now it's going to actually stretch the width of so right now we've got a square image so the 16
1018. 2:28:40by 9 it's going to give us more on the width and it's going to zoom out from the bird so we'll see a lot more of the
1019. 2:28:46rain forest around this bird and this is a brand new feature with version 5.2 of mid Journey which is super cool
1020. 2:28:57and look there's our bird off in the distance and notice in this cool so the the the detailed part of the image is
1021. 2:29:04still detailed but all this is blurry around him and and it's it's going through these cycles of increasingly making this more
1022. 2:29:12and more specific so that's the way the diffusion models work they start as kind of random noise and then over multiple Cycles
1023. 2:29:20and they basically denoise the image into more and more um clarity it's like how it works is that somebody
1024. 2:29:31figured this out like I I don't know I just feel like we're in this amazing amazing time in history and we're all
1025. 2:29:38lucky to be able to play with this [ __ ] like really lucky it's amazing all right we got one more one more cycle here it's at 93 percent
1026. 2:29:55boom there it is so let's see which of those do we like I don't know the one with the fruits yeah I guess
1027. 2:30:03that one number one said I'm going to say upscale number one and there you go a beautiful beautiful like you know
1028. 2:30:17picture of a tropical bird where my input was whatever it was a bird in the Tropic in the rainforest like you
1029. 2:30:26know an exotic bird in the rainforest it wrote The Prompt it did all that and then what I did was I like my
1030. 2:30:31contribution here was curating which of those options I liked using the zoom feature to get us this bigger version of the thing you know
1031. 2:30:40so that's the that's the magic of mid-journey mid journey is mind-blowing and and yes your your frustration with um
1032. 2:30:52with mid-journey as an interface is very Justified it sucks it's horrible but if you want that [ __ ] right now you just
1033. 2:31:03gotta dig through it um [Music] looks like we're winding down here they're using chat GPT at work the number of half-baked apps has grown
1034. 2:31:18exponentially it's glorious I know that's that's one and like that's what it's going to be like for the like so so
1035. 2:31:25remember when Photoshop came out and everybody thought they were a [ __ ] designer like anyone that could launch
1036. 2:31:31an app thought they were a Photoshop designer and it was just all this bad art for a long time it's gonna be like
1037. 2:31:36that with everything now right because it's so easy to produce something at a like an 80 level so you're just gonna have
1038. 2:31:45like long articles that are written that you're going to be halfway through reading it you're gonna be like this
1039. 2:31:50sucks oh [ __ ] this is one of those and then it's gonna be like there's all these Half Baked apps and there's all
1040. 2:31:56these Half Baked articles then there's gonna be all these half big books and there's gonna be right and then what's going to happen is this
1041. 2:32:03I think within all the noise of infinite content generation artists are going to emerge people that
1042. 2:32:18hopefully learn how to use these tools in a way that no one had ever thought of and and just shit's gonna rise out of
1043. 2:32:25the out of the ashes of just all this you know horrifically mundane [ __ ] that all looks Fancy on the surface but it's
1044. 2:32:32all just [ __ ] and something remarkable is going to emerge out of that and and I and it's it's not going
1045. 2:32:37to be any different than it is now like you know why did Billy eilish take off right like why did she rise above the
1046. 2:32:43noise I don't know there was some magical combination of her and her brother and how they wrote and how they
1047. 2:32:48produced and how she sang and how she performed and who they were that that happens right and that's going to continue to happen but
1048. 2:32:59it's gonna be when you when you democratize creative tools to the point that anyone can do like I don't have
1049. 2:33:09illustration or painting skills at all but I could generate something that looked good enough to put in some sort
1050. 2:33:16of book about birds right there okay so you know it's gonna be wild I think we're entering a great New Renaissance a great Renaissance
1051. 2:33:28I really do um it's gonna be exciting all right seven more minutes I'm leaving at 10. it's here at Denver 10 is my witching
1052. 2:33:37hour I'm done I'm you've people have demanded enough you're demanding you ask and you ask and you ask because I told
1053. 2:33:44you to ask so thank you for that Tap Away on the screen I appreciate all of you being here I'm just being a smart
1054. 2:33:50ass all right did he say Paul rateser or Mark rates or Paul rates are Roe t-z-e-r marketing AI Institute
1055. 2:34:02and there's there's a the marketing AI Institute podcast is a weekly podcast with Paul rateser and Mark Caputo I think is his co-host
1056. 2:34:14um for me that podcast is the one to listen to it's for a couple of reasons he's been doing it for five years he
1057. 2:34:25started the marketing AI Institute five years ago so he was four years early right so machine learning and ai's been
1058. 2:34:32out for a couple of decades gpt3 and tools like it and and things like mid-journey and stable diffusion like
1059. 2:34:39the fact that he's been doing this for five years and talking about marketing with AI for five years he's way ahead of the Curve
1060. 2:34:46so his perspective right now he's just he's just he's very grounded and when new stuff comes out he's very thoughtful
1061. 2:34:54about okay here's what it might look like in education here's why educational institutions shouldn't block chat gbt
1062. 2:35:01but why they should embrace it here's how they might embrace it he's just really good at analyzing the reality of
1063. 2:35:07how we're incorporating this into our everyday lives so Paul rates are marketing AI Institute is chat gbt a
1064. 2:35:15programming language that's actually a great question it's not chatgpt is a small application sitting on top of what's
1065. 2:35:25called a large language model the large language model that it's gpt4 is is what they're what they call the
1066. 2:35:33new fancy one and 3.5 is the one before it the large language model is a machine learning algorithm that's been trained on like all of the
1067. 2:35:45public internet and so it kind of knows all the [ __ ] that was out there good bad and indifferent right
1068. 2:35:52and then what chat GPT is is it's a very simple interface sitting on top of that it's just got the chat box and your chat
1069. 2:36:00history and then it responds with [ __ ] um what's interesting about your question is that effectively what you're doing when
1070. 2:36:12you're using chat GPT is your programming a computer using your native language you're in here you wrote in English
1071. 2:36:23you're basically using the English English language as a programming language so you're saying hey chat GPT I
1072. 2:36:31want you to act like a physicist and I want you to explain to me the difference between what Einstein thought
1073. 2:36:41of the cosmos and what Stephen Hawking thought of the cosmos and it'll just tell you now how you would program that traditionally is you
1074. 2:36:51would have to learn a computer programming language you would have to identify some data sources you would
1075. 2:36:56have to come up with the logic to say okay I'm going to identify um um papers from both Einstein and Stephen
1076. 2:37:06Hawking and then I'm going to logically come up with ways that I might compare their different theories and
1077. 2:37:15I'm gonna either exclude or include quantum mechanics because Einstein couldn't quite figure that out and
1078. 2:37:21Hawking did and right whatever it might be historically what you would have to do is you would have you would have to come
1079. 2:37:29up with all that logic you would have to identify the data sources you would have to write the programming language you
1080. 2:37:35would have to write an interface for it so that it actually displayed something um and now all you do is you type in make me a table
1081. 2:37:44that actually let's go do it because this is this is I I this continues to blow my mind every time I use it I still can't believe
1082. 2:37:56we get to do this we as human beings get to do this so I'm in chatgpt 3.5 so this is just normal chat GPT this is the free one so
1083. 2:38:06I'm going to say make a table comparing um the Theo theories of
1084. 2:38:22Albert Einstein and Stephen Hawking on the cosmos right so I wrote a single sentence there
1085. 2:38:41and it not only knew what their theories of the cosmos were it also knew how to categorize different elements of those theories
1086. 2:38:57it knew how to program a table and it knew how to display the table in in what's called markdown language so that
1087. 2:39:04I could literally copy and paste this into a spreadsheet right now and let's see major contributions theory of
1088. 2:39:12relativity Hawking radiation black hole thermodynamics Right theory of gravity um Albert Einstein general theory of
1089. 2:39:21relativity Stephen Hawking Quantum field theory in curved space-time right so so it actually is getting the the core
1090. 2:39:28elements of their theories of the cosmos correct put them in a table now could these be more detailed could they be
1091. 2:39:36cited could but yeah but like here was my input right if you knew nothing about this other than there are two dudes that know physics
1092. 2:39:45and they talk about the cosmos you now know way more than you did before right so in a sense it is a programming language but it's
1093. 2:39:57chat GPT is not the programming language is the programming language Chachi BT just knows how to take your English and
1094. 2:40:09do [ __ ] with it it's like it's just I I don't know I find this stuff mind-boggling I every time I do it it
1095. 2:40:21I don't know anyone else like that like it am I wrong here it's insane it's insane we're we're lucky that we get to experience this
1096. 2:40:39as a tech leader I can prototype python features hand off to Dev team for refinement and integration exactly like
1097. 2:40:46that's that's how I use chat GPT pretty pretty consistently now is I quickly get whatever I'm thinking about to eighty
1098. 2:40:53percent and then either I either take it over the finish line or I just hand it off to someone and go give this a proof
1099. 2:40:59tell me what's wrong with it you know tighten that up went from weeks to hours exactly that can't hear yeah I know someone I brought up on
1100. 2:41:09stage I couldn't hear them either I was at PSU during the punch card era too shocking things have come so far so
1101. 2:41:18fast I know but when I when he walked in with that stack of Punch Cards and basically said this is your life
1102. 2:41:24I just had this flash of I'll jump off a building like I'm like that's not gonna be my life no [ __ ] way no [ __ ] way
1103. 2:41:34for me computers were entertainment and what he said was that computers are processing data and in this really boring horrific way
1104. 2:41:45so yeah so I'm glad I got my acting degree from Penn State um your abilities are exactly what I need for my project can we work together
1105. 2:41:55sure I've got my contact infos in my um what's it called profile up there or Kyla storyvine storyvine.com kylestoryvine.com
1106. 2:42:09wrote the automation code very cool why don't I like Discord um discord's fine it's it's um it's really hard to find stuff that
1107. 2:42:22you've said before like the search function's bad the fact that the conversations are so disjointed or bad particularly for mid-journey
1108. 2:42:35like like if if you go look at if you haven't played with leonardo.ai so leonardo.ai is a web interface for stable diffusion
1109. 2:42:44that's what state that's what mid-journey needs to be like mid-journey needs to have a web interface or an
1110. 2:42:50application interface that you point and click on icons and pictures or go use um Adobe Firefly right you you put in
1111. 2:42:59your prompt but then you can click on I want this style or that Styler that style right you're generating visual stuff with a
1112. 2:43:06command line interface if you're a geek and an engineer a command line interface is Perfectly Natural to you but if
1113. 2:43:13you're a human being that's like I just want a pretty picture from a kid's book you don't want to have to [ __ ] learn
1114. 2:43:20how to do emojis in Discord and talk in Discord and find people in Discord and you go to a mid-journey website that
1115. 2:43:28says join the beta and when you click on that it takes you to this whole other application called Discord which you've
1116. 2:43:33never heard of before and you create an account on it and then you have to jump through all these hoops to even be able
1117. 2:43:39to let in to use it and then there's all these conversation threads and you don't even know where to begin and it's just a
1118. 2:43:45[ __ ] [ __ ] show it's just a nightmare and and for mid-journey in particular it's about creating the most beautiful
1119. 2:43:53images you can imagine no one should have to be doing command line interface to generate images but that's where we
1120. 2:44:00are right now so Discord is fine as a precursor to slack but like I use slack in my business all the time right it's
1121. 2:44:09like business Discord and it's like it's great until it's not like try describing a bug that you discovered in Discord and not
1122. 2:44:20get in a fight with someone you can't right it's horrible with that so I don't know it means it literally just needs to be
1123. 2:44:30not in Discord but it is and so until it's not can you copyright AI pictures uh as if I think the copyright office just
1124. 2:44:40reaffirmed that they're they're not allowing AI images to be copywritten I I can't imagine that's going to stay for
1125. 2:44:47that long because especially so so if I'm using photoshop's generative fill if I start with a photograph that I took of a fire hydrant right
1126. 2:44:58and then it's the the picture is vertical and then I go into generative fill and I say make it horizontal and it fills in some
1127. 2:45:07city background but it's still my fire hydrant but 70 of that picture is not my photograph but 30 is but my photograph is the um focal
1128. 2:45:21Center of that new image is that AI generated or not 70 of it is AI generated so the copyright office might say that's not
1129. 2:45:34and then and then okay but if they say well the primary subject is the photograph you took so that is copywritable okay great
1130. 2:45:42how small does that fire hydrant get before it's no longer my photograph like if that fire hydrant is 10 pixels high is that still my
1131. 2:45:52original artwork so I just I think the whole the right now generative AI is like this ghetto off to the side like I just did that little
1132. 2:46:03rant on on Discord right right now to do mid Journey you have to go into this geeky place called Discord it's way off to the side
1133. 2:46:12but now that it's rolled into Photoshop and it's just another tool within Photoshop how do you know which part is AI
1134. 2:46:19generated and which parts not if I do 75 different layers in there and and you know ninety percent of it is AI
1135. 2:46:28generated but but I close it and all that [ __ ] together isn't that mine isn't that created with intent with creative intent
1136. 2:46:37wasn't I the one going it was option A not option b so I don't know where the boundaries are but currently the
1137. 2:46:44copyright office is saying [ __ ] you to the AI artists so we'll see I don't know how long it's going to last there's gonna be I just
1138. 2:46:51that that to me feels like a 20-year battle but both directions the zoom out feature is so cool it really is thanks
1139. 2:46:58for the demo you're welcome where did you go and put to help generate the prompt I went to poe.com uh Slash MJ captain or slash mid-journey
1140. 2:47:10which are just Bots that people made so you can probably just go to Poe there's an area where you can explore the Bots and just look up
1141. 2:47:19um let me go see what it it's called so if you go to Poe they now move these up to the at the top left corner there's a button that says
1142. 2:47:28explore and then there's AI yeah it looks like the mid-journey one is is the top trending bot right now so poe.com mid-journey
1143. 2:47:43it doesn't look like you can actually search for them here but they have different categories so I'd go to the AI category there's the
1144. 2:47:50dolly bot there's the prompt genius so poe.com slash explore underscore Bots yeah
1145. 2:48:06or just go to poe.com and then in the top left hand corner hit the explore button so half of the populations will be made
1146. 2:48:16redundant by this how will that be a good thing for them well so similar to how the steam engine displaced most of the Agricultural jobs
1147. 2:48:27those people found new things to do I'm not saying that displacement's not going to be painful I think it's going to be very painful
1148. 2:48:36but AI is probably going to generate more jobs than it displaces um they're going to be different though
1149. 2:48:43so people are going to have to change and change is hard and some people won't change and some people will just be
1150. 2:48:49displaced and that's going to be painful and that's why I I think there's probably a need for some form of
1151. 2:48:56Universal basic income or some sort of some sort of transition while while all of this disruption happens
1152. 2:49:03so we'll see I don't I don't know that it's going to be half the population but it's probably going to be 30 to 40
1153. 2:49:08percent are gonna are gonna face significant displacement but here's the other deal so I'm not an economist but this is kind
1154. 2:49:16of how I'm understanding it right now right now with our current Technologies you kind of have the the able-bodied workers of the world
1155. 2:49:27putting in this many hours to produce this much productivity right and and whatever that is there's some
1156. 2:49:33unemployment and there's some right it does it does a little bit of this but but for the most part we're we're in a state of stasis
1157. 2:49:43with generative AI like like what I've heard is tech companies like engineering companies that are fully embracing AI
1158. 2:49:49are seeing a 30 to 40 productivity increase right so if for the same amount of input you see a 30 to 40 percent increase in productivity
1159. 2:50:01you can do one of two things you can either produce more money more stuff do more right or or you can lower your
1160. 2:50:09prices for the same amount of work or you can just lay off like that amount of people right um and then increase your profit so
1161. 2:50:17there's going to be some companies the ones largely owned by private Equity firms that are just going to say [ __ ] it
1162. 2:50:23fire the people and let's let's take all that profit for ourselves there's going to be a lot of other companies go that
1163. 2:50:29upskill these workers to either that they say you can work less so I'll let you work 30 hours a week
1164. 2:50:38instead of 40 because we're producing so much more so as long as we can maintain what we were doing before or maybe even
1165. 2:50:44increase that slightly if I can drop your hours to 30 we'll do that or I'm going to keep your hours the same and
1166. 2:50:50we're going to go get more clients or we're going to deliver a higher quality product or whatever it might be so so AI
1167. 2:50:56is going to create this Gap and then the question is what happens with that Gap do those people get laid off do they get upskilled you know
1168. 2:51:03does the does the country make more money and we realize that and pour that back in I don't know that I don't know
1169. 2:51:12all right I'm being told I gotta go it happens it happens it's been two hours all right everybody um it's mind-blowing it is
1170. 2:51:21let's see so what was that question do you have a YouTube I do not so we can see all of your show this is
1171. 2:51:30all of my show this is it thank you for the crown oh that's nice um no this is it I I try to go live once
1172. 2:51:37a night uh let's see it's great it's really bad all right everybody I'm out of here peace out thank you for time
1173. 2:51:44thank you for your time thanks for hanging out talk to you later