1/7/2025 - Unlocking AI's Power: Deep Research with Gemini

Transcript

1. 0:00we're doing this
2. 0:18[Music]
3. 0:34all right all right all right good evening good evening name's Kyle Shannon this here's your AI learning lab and we've got what
4. 0:49could nearly be be described as a lab you want to come sing champy [Music]
5. 1:12came like [Music] slow his was wed and I look in her
6. 1:27eyes what my fingers yeah ever any of you guitar players out there you ever play guitar and like your fingers are
7. 1:35just like half a string off they like you think you're hitting the right chord but your fingers aren't what is that
8. 1:45just is that is that position or is that like my brain synaps is going [Music]
9. 2:07she came on to him like slow moving confront his beard was warmer than a look in her [Music]
10. 2:23eyes she sat on a stool and he said what do you want she said give me a look that don't a love that don't try up
11. 2:38[Music] [Applause] [Music] inside you see me pretty good tonight you don't seem like you're all that into it though what do you [Music]
12. 2:57think every time I see you now get that look in my eyes every time I see your mouth I that smile in the early Misty morning L I
13. 3:15heard the engine in the [Music] old you leave it me
14. 3:30again today you will convince me again today leaving this hotel looking for someone else's
15. 3:47[Music] R so [Music] longan now don't you
16. 4:03C so [Music] long Don't You Cry for
17. 4:19Me sharing the cigarettes and keeping warm out on the road chasing down a lifestyle out on Highway 24 New York state was a rolling Breeze
18. 4:35in a sunshine with a blue sky falling the CH of old September creeping in you leave the
19. 4:51May again today you convince me again today the shirt is no bueno oh yeah it's white I forgot to change it into a black
20. 5:06T-shirt all right oh you know what we can do we can solve that look at that solved bang done oh Champ's leaving he's had it he's like
21. 5:16that was mediocre at best all right we need this a little lower all all right
22. 5:31people good evening my name is Kyle Shannon this AI learning lab well we're gonna learn some [ __ ] tonight or not I might just talk about
23. 5:44nonsense um it's possible that what I say is profound and prophetic it is possible that what I say is horse driil [Music]
24. 6:03and I don't mind a little horse drible out every now and again you just put it in a shot glass and shoot it it's like eating an
25. 6:11oyster you're not eating an oyster to chew on it and savor it you just like same with horse drible just right down the Shute little
26. 6:24salty got the taste of Oats [Music] oh let me oh there's a lot of comments
27. 6:38over here hang on let me go look over here good evening good evening good evening all [Music] right Vicky I went to bed last night
28. 6:53with AI learning Lab videos on rotation woke up ready to yell at the neighbor's dog and realized it was champy
29. 7:01you get him champy champy will haunt you in your dreams he will wake you up out of your dreams that's pretty awesome oh man I
30. 7:12want I love to watch big Salon TV even with some fun Funtime [Music] delay okay so for everyone over there on
31. 7:27the on the YouTube [Music] um what we're going to need you to do we hit a thousand which thank you I like I don't we I don't know how we did
32. 7:43it we went from like 660 to like 720 it took like three weeks and then I guess maybe AI Festivus had something to do
33. 7:52with it but I don't think we had a ton of people watching anyway we broke a th000 subscribers on the YouTube channel
34. 8:00now we need you to watch videos and again I'm not suggesting you watch the videos I mean sure you could but if you just hit play so we get
35. 8:14our average watch time up that'd be swell too is is is he advocating for fraud that that that that doesn't seem like
36. 8:24very cathe I well I I mean listen I appreciate I come here there's occasional humor well not I wouldn't
37. 8:33call it humor but I mean sometimes he thinks he's funny uh and and and and he seems genuine about his his passion for
38. 8:41but I it seems to me that he's advocating for fraud he's he's asking us to watch videos but not not actually
39. 8:48watch them so so that his his his view time numbers go up and it just seems to me that what what he what he should why
40. 8:56would he not just ask us to watch them is he unscrupulous what I I don't understand this channel it it's called the AI
41. 9:07learning lab I I I don't think I've learned anything I honestly I I don't think he's qualified and and now he's asking us to
42. 9:16lie for him I I I just I well anyway [Music]
43. 10:07does he know he's live does he know he's live because he doesn't seem to be looking at the camera why he is that is that a song I
44. 10:15don't think that's a song it's just he seems to be just playing strings on on a [Music] guitar when when when does The Learning begin
45. 10:39Jim Gaffigan owes you royalties for his comedic style which he clearly stole from you think it might be the other way [Music]
46. 10:53around it is totally a Jim Gaffigan thing W that's special wow wow wow which he still from Dana Carvey that's [ __ ]
47. 11:02church lady Jim Gaffigan stole church lady from Dana Carvey and I stole Midwestern diddies from Jim [Music]
48. 11:23Gaffigan you know what's all mine he he Marge Marge Marge he how do you know if the Tik tok's on it's it's the one on the
49. 11:37phone it's I got there's there's Hearts do do I see my face I I see it twice I see I see if if there's two Mar I know you're watching the
50. 11:52wheel is it a good clue if the if the hearts are on then then I'm good there's Hearts okay okay that's all me I mean and that's comedy
51. 12:07that three people have laughed at that over the past year at [Music]
52. 12:27least I'm a midwesterner now two moved to St Louis recently we poured midwesterners are always picked on is this place I can rest my PO
53. 12:42[Music] head together my thoughts in sweet silence buest place where the feelings
54. 12:57are de [Music] R an over exposure to valence is this place I can slowly face
55. 13:11the only one I truly can know these are tears from a long time ago got these tears from a long time ago I need to cry 30 years or so
56. 13:29these are tears from a long time [Music] [Applause] go all
57. 13:44right what are we gonna talk about oh I got something fun so so I finally got over being pissy about Google okay so
58. 13:55here's a here's a it's it's Ty raade Tuesday so I'll go off on Google a little bit here hopefully P's here um
59. 14:01because he can't do anything about this but he does get defensive which is pretty sweet [Music] um so for two years Google has been
60. 14:13putting out AI stuff for the first year it was bad it was embarrassingly bad you're like you guys [ __ ] invented
61. 14:19this it's it's got to be better than this right in the past year the stuff they've been putting out's been really
62. 14:26good their product strategy is an absolute [ __ ] disaster they've got URLs all over the place some things
63. 14:35are subsets of other things some things are Standalone things some it's just they're all over the place they' got
64. 14:41this notebook LM thing which was really just a Labs experiment that went well it was just a Labs experiment no one cared
65. 14:48about it and then they stuck the podcast maker thingy in there and all of a sudden everyone's like oh not book's the
66. 14:54best thing ever and they think all it is for is for making podcasts but it's actually really good at any that not
67. 15:03withstanding finding just finding the tools on Google abject nightmare it like worse than me trying to find a chord I don't
68. 15:13know get that it's a bad guitar playing joke um then my company storyvine we are a um Google Business customer we pay
69. 15:31them a lot of money every month to have our emails and our Google Drive and our Google Docs and our all that sort of
70. 15:39stuff as part of our how we run our company and whenever they launch some new technology guess who's not allowed to use
71. 15:51it Google workg group customers yes yes because we pay them we're Penal ized so I'm bitter about it but I'm a
72. 16:03gen exert I'm just I'm pissy about everything right like why wouldn't you be like you know everyone today is like
73. 16:11oh we want to take care of your feelings who the [ __ ] took care of my feelings [Music] huh hey Kyle maybe you could just go out
74. 16:21maybe you could leave the house for how long till dark you know that kind of [ __ ] um and then when it come back in
75. 16:30why are you dirty well cuz I was out for [ __ ] 12 hours so I'm bitter I've got a I've got a a a low L it's like you you know when
76. 16:43you're getting sick and you don't have a fever but you don't not have a fever that's sort of where rage is with all of
77. 16:50us gen xers it's just right there it's just right there you just have to do something stupid like have your paying
78. 16:57customers not get access to the cool new [ __ ] right and then we'll just [ __ ] lose our [ __ ] and right that's I stole have from Louis
79. 17:08[Laughter] black okay so today I was like oh [ __ ] it I'll just go pay I'll just go to my individual Google
80. 17:23account which is not part of work Group which I never I don't use anymore CU it's I had my company for 13 years so I
81. 17:30don't use this account and I'll just pay this stupid 20 bucks a month so because I wanted to go try deep research Gemini deep research
82. 17:41or Gemini 1.5 Pro with deep [Music] research uh which I did I paid for so we can go play with that tonight so I think
83. 17:53that'll be kind of fun it's it's surprisingly good it's surprisingly good the fact that it is is so buried and you
84. 18:01can't [ __ ] find it and you if you're a work group customer you can't buy it it's staggering and it's possible that I can
85. 18:10buy it as a work group customer but I have to reach my out to my sis admin and it's [Music] just and then so that so we'll play with
86. 18:22that that's pretty good [Music] uh Jensen hang today at CES he's the CEO he's the hip leather jacket badass badass leather jacket wearing
87. 18:39Jensen hang of Nvidia oh good lord what did they're they're like who's gonna catch them who's G to catch them they're killing it on consumer
88. 18:57products they're killing it on Enterprise Products they're killing it on just [ __ ] crazy ass supercomputer
89. 19:05products I don't think anyone's going to catch them I I can't believe how fast they're moving one of the ticktockers
90. 19:12today said he said this is not Steve Jobs oh it was uh what's his name who's the guy we like Brandon uh with the
91. 19:19beard the dude the dude with the beard anyway uh um he said it's not like Steve Jobs one
92. 19:35more thing he's like it was 20 more things no not wasc no no no the he's a tick tocker he's Nate Nate someone Nate he talks about
93. 19:49AI Nate yeah Nate exactly anyway Nate Nate talked about the the Nvidia thing today Nate B yeah [Music]
94. 20:05exactly yeah I admire him he's he's prolific he puts out a lot of content and it's it's good what's what's cool about Nate [Music]
95. 20:21is I he doesn't really produce a video until he's internalized whatever the issue is so when he talks it's just it's
96. 20:29very natural I like him a lot anyway Nate Nate B Jones that's the dude what do you think about the letter
97. 20:38Sam posted about the lawsuit from his sister I don't know family family [ __ ] is uh always uncomfortable I don't know I
98. 20:51mean I suppose it was the only thing they could really do was do you know the whole family against her but I don't know [Music]
99. 21:00I'll let that play out in the court of law not for me to not for me to [Music] judge um
100. 21:20[Music]
101. 21:42Nvidia seems to be releasing petabyte level Hardware it's it's insane their desktop did you see their their desktop
102. 21:53supercomputer check this thing out wait I gotta I gotta share different uh stop sharing that add this do this do this do this do this do
103. 22:11that everybody who uses computers today as a tool will need a AI supercomputer and so I just wish I just wish that djx1 was smaller and um
104. 22:30effects so um imagine ladies and gentlemen are look at that [Applause] thing this is nvidia's latest AI
105. 22:48supercomputer so it's the size of an iMac it can run natively it can run their entire AI Tech stack or software stack
106. 22:59um you can run a 200 billion parameter model on it it's three grand um it's got a Blackwell chip in it
107. 23:10it's three grand it's it's it's a super it's an AI super computer in in the palm of your hand so you can get two of them
108. 23:16and you can run like llama 405 billion parameter model like the the the big daddy models you can run on on two of
109. 23:24those so for six grand you daisy chain two of those [ __ ] together and you're running all that stuff locally
110. 23:34so so there's that then they also released they're not giving up on Gamers they released the new GeForce 5000 series the cheapest one is
111. 23:484090 uh speed for 549 bucks oops sorry black bar black bar people oh black Jam back
112. 24:02J wait so you're on YouTube and X but not on Tik Tok anymore no I'm still on Tik Tok I'm on Tik Tok right now hi Tik
113. 24:12Tok what's shaking everybody yeah no I'm still there I'm still there I'm still there what's this this is NVIDIA yes that's [Music]
114. 24:27Nvidia and then they also released this whole Suite of Robotics software including a world simulation model that that's
115. 24:40based on 20 million hours of video of like people walking and objects falling and whatever that [ __ ] um plus digital twins so so
116. 24:52basically you're going to be able to train up your humanoid robots on all their software but it's only going to run on their Hardware
117. 25:00right and then they released a robot chip that's 20 times more powerful than the last robot chip they did which was
118. 25:06like last year they're they're destroying it they are destroying it what's up AI fam hey John Harris was shaking [Music]
119. 25:40what's your favorite rock band wow that's a great question [Music] H as a high schooler it was
120. 25:56Boston as a guy in my 30s It Was [Music]
121. 26:16Nirvana I liked RM I like Talking Heads old school [ __ ] now it's old school [ __ ] [Music]
122. 26:31oh that's funny John John Harris did you see did you see that chat GP got some got some exposure to the world FBI says
123. 26:40that the Cyber truck guy used chat GPT to plan his attack that's awesome that's the true democratization of
124. 26:56AI I did not see that but I think that's [ __ ] hilarious I mean not hilarious L yuck yuck funny but I what what is it any PRS good PR
125. 27:07well maybe the letter the letter in the lawsuit with his family probably not good PR us terrorist detect use chat GPT to
126. 27:18plan the attack probably not good PR [Music] you know I would not be surprised if
127. 27:34although I gotta I temper this a bit with Elon Musk being close to the centers of power but if if the election had gone the other
128. 27:42way I wouldn't be surprised if they took something like that and really blew it up and used it as an excuse to lock down public access to
129. 27:51AI but I think that I think that now with the the open source models out there and the stuff that China's
130. 27:59released recently that's open source like the the deep deep seek stuff I mean I think we're pretty much
131. 28:06at the point where the the cat be out of the bag unless they make you know owning a AI super computer and installing AI
132. 28:16software on it illegal but again I don't think that's going to happen with this Administration we can't generate
133. 28:23questionable images but it can help with attacks well that's not true shanea uh you can you can Jailbreak these things relatively
134. 28:32easily just go on Reddit I'm sure and just you know look up jailbreaking prompts I'm sure they're still playing with
135. 28:42those at this point it makes absolutely no difference how bad open AI is chat GPT or or PR is US Government we don't
136. 28:51have the capability to monitor chat GPT usage yet exactly but like okay so here's a reason that that you know this little computer here on
137. 29:04screen that thing can run models that are close to if not Superior to chat GPT and not touch the internet right
138. 29:15this is where we're headed where even our phones are going to have incredibly powerful models on them not from Apple mind [Laughter]
139. 29:26you I don't how the [ __ ] are they not killing it in the AI game they got the whole ecosystem they could they could [ __ ] lock that [ __ ]
140. 29:41down and they're [ __ ] seeding it to Nvidia and to Google it's [Music]
141. 29:55unbelievable cam katkin sorry I'm late all right we'll forgive you this time cam we'll forgive you this [Music]
142. 30:09time as Sam said once we know it can be done it's pretty simple to do it again and again apple is either missing the
143. 30:16boat or thinks they've got something really big Brewing I just I don't think they've got something really big Brewing
144. 30:22I just don't like like their current Apple intelligence wouldn't suck so bad if they had good like you know a company like Claude a
145. 30:35company like I mean chat jpt is super funded and but they they've had Talent bleed like there there's no [ __ ] reason
146. 30:45Apple shouldn't be destroying it now now admittedly apple is always a lagard right they're not a leader they're a leader with if in category
147. 30:55definition but with [ __ ] like this they let a lot of other people make the mistakes and then they come in and do it
148. 31:00really well but I thought they would come in and do it really well in the fall and they didn't it just sucks I blame Tim Apple [Music]
149. 31:24exactly yeah I've been waiting for Apple for 10 years too ever since job they're just not there with all that's happening one
150. 31:32might ask are you ready for ai.com oh look at Brandon coming in with the solid are you ready for ai.com so if you don't
151. 31:40know a couple of weeks back now week and a half we did this thing called AI Festivus it was it was two 12-h hour
152. 31:47days on a Friday and Saturday it was a work shopathon called AI Festivus and a lot of people were saying could we turn
153. 31:54this into a training and we're in the process of doing that right now so if you want to pre-register for that it's R you readyfor ai.com
154. 32:04ready for AI get it the number four instead of f r are you ready for ai.com um and uh yeah our Target launch date is
155. 32:21February 1st [Music] Apple intelligence equals chat GPT 1.35 pretty much it's pretty [ __ ]
156. 32:36[Music] shitty all right let's go play with Google deep research since I [ __ ] paid for it AI festiv this was awesome have you all
157. 32:47talked about Nvidia 32 gigabyte vram going to be released at end end of January need to oh you need it for deep seek well we
158. 32:57we talked about this thing um I I there was so much that Nvidia talked about today there there's this machine there's the 5000 series of the
159. 33:08GeForce GPU cards there's all that robotics stuff is just crazy like Nvidia is going to single-handedly
160. 33:17enable humanoid robots to to be launched in 2025 I have a feeling I I mean they're going to be launched anyway but Nvidia is going to
161. 33:26make them really good um all right so here we are I this is oh wait oh because I was sharing sound hang on a sec God dang it you
162. 33:40frakin I I want to know what engineer decided this is how screen sharing was going to work and I want to take them
163. 33:48into the back alley and have my way with them well that that sounded lwd uh cam Ken exciting I'm a fan of
164. 34:03Robotics and AI yeah I I'm telling you man the the um the accessibility stuff that these robots are G to have you seen
165. 34:11that one that one [ __ ] robot out of China you you think you're scared now let's see uh let's see China robot
166. 34:26Wheels I think that should be all we have to do no not that one this one wait let let me let's get the audio
167. 34:34for this one this one's pretty [ __ ] up it's like yeah we're gonna be fine everything's gonna be fine nothing to
168. 34:45nothing to be scared of AI ai's ai's oh okay that's fine
169. 35:00look at [Music] that crazy there's another one where it's blasting down a hill is that the one let's see this
170. 35:18[Music] one woke up today feeling brand new nothing in my way so going to sh yes here to stay and I'm going to say what I
171. 35:31need to say hey I'm feeling free everybody watch doing me go ahead look you going see that I'm exactly where I'm
172. 35:39supposed to be I'm doing me yeah just doing meing yeah I'm I'm
173. 35:54doing I'm [Music] no wonder they want to ban Tik
174. 36:10Tock Tik tok's the least of our worri 2,000 of these in the woods behind your house is is what's next on the on the Worry
175. 36:24List oh good lord anyway let's go do some research um okay so here's what we'll do with the with deep research so if you don't
176. 36:34know uh tabs I got to change my tab back right yes of course because we got to share tabs because we can't we couldn't
177. 36:42possibly just share once and have it work no that you know what it is the software Engineers have decided to give us gen
178. 36:53xers an excuse to be pissed off that's what it is okay all right so here we are at this thing ticktock
179. 37:04pin Mars Rover upgrade yeah to say the least I mean did you see that thing like crawling up the the waterfall coming
180. 37:13down on those smooth rocks have you ever tried to walk on smooth rocks like that they're slipperier than [ __ ]
181. 37:20um all right so here's what we'll do since we got some good activity in the chats what do you want me to research so
182. 37:28so let let me let me walk you through where where we are here we're we're at um gemini.com and I subscribed to the advanced
183. 37:42advanced Gemini with my individual account you can't do this with a work group account because I I can't but and then now that you have
184. 37:57this you've got five different models you can choose from so I AI is getting a little bit better at this they're
185. 38:04they're kind of dynamically assigning models but like look at the look at the explanation of 2.0 flash
186. 38:12experimental here here's when should you use 2.0 flash experimental might not work as expected okay but what does it
187. 38:24do poly Z says hi on Tik Tok hey poly what's happening what is happening [Music]
188. 38:38um so anyway they've got this one of the models in here is called 1.5 Pro with deep research and what it does is what
189. 38:47it sounds like it will research something so who wants me to research something going to need three of those
190. 38:54some costume Prosthetics and a vacation to the Appalachians research AI memory issues how can we kind of work around it what
191. 39:04do you mean AI memory issues do you mean like context window being too short ASI I like the memory feature on GPT but it's always full
192. 39:14ah any other AIS that have more memory uh I don't think so right now but it's possible I am very wrong on
193. 39:25that I don't think the Gemini models have memory right now um open ai's Memory went from 8,000 tokens to 32,000
194. 39:36tokens all of them all of them are talking about in the labs right now they've got million token memory sizes
195. 39:45and they think they're going to be able to get to infinite memory which when they get to infinite memory the the how
196. 39:50we use these tools is going to completely alter I think I think part of the real answer is just wait my llm remembers 100% of everything now
197. 40:02Joker's just showing off because Joker built a lang chain if if you want memory go build your own go use Lang chain create a an embeddings
198. 40:12database and and go build yourself some something with memory yeah really good research Ai and Healthcare testing
199. 40:19medication on tissue samples to find the best treatment individualized medicine okay so here we are we're in this I wish
200. 40:27I could turn the brightness down on this monitor I probably can but that's too [ __ ] much sorry ticktockers that's
201. 40:34just the way it is uh let's see can I does any of this help no all right whatever um okay um reearch
202. 40:51oh and then I've got this issue are you kidding me somehow I've got my um some setting somewhere on my
203. 41:08Mac Dark theme ask Gemini okay we'll do it in light theme uh some some settings somewhere on my Mac someone is not coding their
204. 41:21applications right for my machine because I don't I I don't think other people have problem but I just had I
205. 41:28just had white text on a light gray background uh box solve for lime Kyle yeah no [ __ ] but let's do we'll we'll do
206. 41:36something a little more broad uh to to test this so we'll go we'll go um research the very latest in
207. 41:53individualized medicine on a C Kate gory by category
208. 42:08basis basis and um focus on advancments
209. 42:30driven by generative Ai and Deep Mind Etc I would also like to
210. 42:52know what stage the medicines are in and estimated time to Market I don't know we'll just start
211. 43:08there let's see let's see how that does all right you can tell chat jbt to modify summarize or completely remodel
212. 43:17your hang on your memory by the way oh that's cool I didn't know that I knew you could go in there and you could manage
213. 43:27manually I didn't realize you could tell it to update [ __ ] because it's it's really random what it decides to
214. 43:33memorize it always memorizes the weird [ __ ] for me oh oh okay so so here we go okay so the way this works is I I asked I asked it
215. 43:47to research all that [ __ ] it says you know here's basically what I wrote so now it's going to give me its plan find
216. 43:55categories of indiv indiv ided medicine for each category find the latest developments for each category in one
217. 44:04find the latest developments within each category focus on advancements driven by generative Ai and companies like deep
218. 44:10mind if there are too many such advancements found limit to several that are most representative for each advancement find the stage of
219. 44:19development for each advancement find the estimated time to Market if available find any challenges or
220. 44:25limitations okay and let's let's so what I'm going to do is I'm going to go edit the plan and this is weird interface I
221. 44:32say edit the plan it retypes the plan this is not editable but I can just prompt it which you can prompt it
222. 44:38without saying edit the plan but that's all right uh I'm gonna say um also add country
223. 44:52uh research is being conducted and how conservative their uh
224. 45:07FDA type organizations are Kyle on the AI newsomatic it it says last updated 55 years ago yeah I know
225. 45:21cuz I I ran out of well it'll as as soon as it updates when you say update it'll it'll go from 55 years to you know two
226. 45:28seconds ago it's just a temporary state where it says 55 years um basically I got that thing to the point I was ready
227. 45:37to launch it and then I completely ran ran out of monthly credits at lovable so I could probably go back now and fix it
228. 45:43and do another pass on it um but I just ran out of [ __ ] so I ran out of tokens and I didn't feel like paying more money
229. 45:51because I'm like that's kind of a minor a minor bug but yeah thanks for pointing that out I know that's there C GPT
230. 45:57memory hack copy it into a document and then create a custom GPT and use the document as a knowledge document update
231. 46:03is needed there's even there's even a cooler one in can you do this in I don't remember if chat GPT now
232. 46:14reads Google Docs I don't think it does but I think je uh Claude does so you could do you can do kind of a custom GPT
233. 46:22over in Claude anywhere where you can uh do it on as a Google doc um whenever you update the Google Doc it'll
234. 46:31just see it you could also do that with um notebook LM okay find the categories of individualized medicine for each
235. 46:40category final okay let's see what it does here at the bottom for each advancement estimated time to Market finding the challenges for each
236. 46:47advancement find the country where the research is being conducted for each country find out how conservative their
237. 46:52FDA type organizations are that's fine I guess that's fine all right so now we're going to say start research boom and so
238. 46:59this thing's going to go off now and do it and it's kind of fascinating to watch it it you know grabs websites so
239. 47:07genome.gov two Wikipedia things a Penn State thing a video at Penn State um FDA so it started with five we websites now there's
240. 47:2176 so it's going and finding all these websites and articles and blog posts and [ __ ] like that now it's up to 231 so this is going
241. 47:32to 231 websites and this number may go up like this we we gave it a pretty meaty thing this is going to take a
242. 47:39while but like imagine just going to 231 websites much less reading them and comprehending them in any way navigating
243. 47:51to the thing you need to get to this is incredible isn't it John it's incredible um all right what's it doing over here so
244. 47:59it's researching so here's your little here's your little timer right so so you got your little progress bar so it's not
245. 48:05even close right now it's just researching so I guess it's out reading all these websites look at this can we click on any of these do any
246. 48:15of these take us there yeah they do yeah so like while it's researching you could go look at the sources it's finding stem cell
247. 48:24therapy at the data Intelligence Center cool are we still at 231 yeah researching 231 websites Bonkers isn't
248. 48:41it Global crisper genan editing lot of crisper lot of crisper going on here very cool if you can please post
249. 48:51the results in the salon oh that's a great idea okay I'll do that um I oh the other thing that this does again I Pate
250. 49:00are you here I'm saying oh yeah you are you have 231 tabs open right now so I don't see the big deal but the
251. 49:07difference is this thing actually reads those 231 tabs Pate I never go back to them um I just want P to know I'm saying
252. 49:16something good about Google so one of the cool things that this does is it goes and you know researches all these
253. 49:22websites it then writes up a report I can then give it notes like if I don't like the report it gave like I did one
254. 49:29this afternoon where I wanted it to do research on AI video personas in healthc care marketing and what it did was AI in
255. 49:39health care I'm like no I don't want that so I had to redo it a bunch of times so you can redo the report and then once you're happy with
256. 49:47the report you basically just say open this as a Google doc so once this does what it does we'll we'll make it better
257. 49:54now now it's analyzing the results see our little circle here's you know at 8:30 8:30 o00 um but yeah I'll be able to I'll be
258. 50:04able to share this as a uh as a Google doc I'll just make it available for everyone yep it would take me 231 hours minimum I
259. 50:14know if you've got add you go to one of those sites and then spin off like I like I could I couldn't get to 20 sites much less
260. 50:24230 now we're at 9:00 individualize analyzing results still analyzing so I guess 231 was our final number of research
261. 50:44sites oh I can probably show you yeah let's see AI personas so here's here's what I did AI generated video person personas
262. 51:00Revol revolutionizing Health Care in marketing the rise of AI in healthcare and Pharma AI generated video person personas a new frontier in
263. 51:12communication so it sort of T like what's cool about what this wrote was this gave my sales guy a bunch of
264. 51:19talking points about how to talk about this stuff because it went and found just all the articles that said anything
265. 51:25about the kind of thing that we're selling and then it ethical considerations key players so there's the there's the vendors here are
266. 51:36individuals people that are into it really pretty slick stuff all right where are we now what's going on oh we're
267. 51:47done advancements in individualized medicine a detailed report so how long is this looks like it's pretty long pharmac Cod genomics
268. 51:59so when I was at Penn State studying acting I did I did a well I don't have a degree but I did a a second um I guess
269. 52:08you'd call it a weekend study program on pharmacogenomics because no I didn't what is it it's the study of how
270. 52:19genes affect a person's response to drugs oh that's cool I get it C genomics offers a critical pathway for Tailoring
271. 52:26drugs and therapies oh that's cool so if you can figure out if you can figure out from someone's genes and and DNA how
272. 52:34they respond to drugs then you can okay the use of clustered regularly interspaced short palindromic you know
273. 52:42this is really stupid research for me to do because I can't even [ __ ] read the responses AI driven
274. 52:52advancements Alpha fold all right cancer treatment G editing individualized cancer treatment for transforming wait
275. 53:01individualized medicine is transforming cancer treatment Gene editing crisper um immunotherapy so it looks
276. 53:07like it's giving us an overview first rare diseases oh you know what I'm going to do I am G to throw in so here's what I'm
277. 53:14gonna do I'm gonna go um I want you to throw throw in God get you throw in lime
278. 53:33disease it's co- infections and oops Li disease ah typing in public is hard people you
279. 53:48think this is easy it's co infections and related L hul
280. 54:03issues boom all right so we're gonna have it go off and do that I I think it just does that in the background now deep Minds alpha alpha
281. 54:17missense here's my plan oh find the latest an individualized okay da da da fine yeah go do that start
282. 54:31research oh it's going to it's it it ate our thing all right well we'll wait for it we we're gonna we're gonna add some
283. 54:38some personal Research into this larger document found 21 websites if you don't know we've got chronically ill twin boys upstairs right
284. 54:53now dealing with this shitty ass disease all right you're right my ADHD would not let me get past the first six sites hash take my
285. 55:06money next thing you know you're gonna be making a song onso instead of researching I'll totally go there so it's another another instant
286. 55:18blog Creator yeah this is this is well I I mean here's what I don't know about deep research I don't know I don't know how
287. 55:31um how well their anti- hallucination checking is um I assume because it's an llm it's got all the hallucinatory goodies that all of the
288. 55:43other ones do like I know I know perplexity is pretty bad at hallucinating so I don't know if this one's any better but the fact that this
289. 55:50is going to so many websites is just staggering so I found 39 websites for Lyme disease good now it's doing its thing all
290. 56:02right used it to get the state-of-the-art survey paper of the current performance optimizations for inference llms oh that's cool yeah it's
291. 56:13like I mean if you think about if okay here here's a good way to put a tool like this into perspective if you if you think that for
292. 56:26the past two years generative AI has been put in the hands of non-engineers right so people are out here doing all
293. 56:33this work and you know some of us are just playing here and [ __ ] around and playing with AI but there's also
294. 56:40researchers out there and people trying to solve problems that have never had access to AI that all of a sudden have
295. 56:45access to these tools so for two years they've been using these tools Deep Mind comes out and their material stuff comes
296. 56:51out and Alpha fold and Alpha fold 2 Alpha fold 3 all that stuff's coming out all that stuff going out into the
297. 56:58world it's going into Labs they're doing stuff with it they're writing articles about it they're writing peer-reviewed papers on
298. 57:05it and it is happening at an incredible rate and so what this thing does assuming it's doing its search well it's
299. 57:13Google it better [ __ ] do its search well it's going out and finding all the stuff that would be hard to find and hard to
300. 57:23keep up with and it's doing it like that so just amazing all right what are we doing okay we're still we're analyzing the results we got 39
301. 57:33sites huc hallucinations aside anyone would be researching for facts at some point after this so I'll take it exactly
302. 57:41I mean that's with with with all of these tools with every AI tool whether it's an image generating tool a song
303. 57:47making tool chat GPT this thing when it generates what it generates use your thinky brain use critical thinking look at it
304. 57:58research it does you know spot check some of the references right if it's got a citation click on the citation go look at the thing say
305. 58:09does this say what that said and did this actually exist that's one of the things perplexity does is it will invent
306. 58:16citations so you see citations you're like oh these are all great but like three of them might be not non-existent so I assume this one's
307. 58:25better at that part of it just subscribe to Gemini thanks Kyle now I have another AI subscription I know John I'm sorry
308. 58:31about that like like I said I raged about this for what a month Pate bitching about I can't play with any of
309. 58:39the new Google [ __ ] because I'm a paid paying customer all right wait now it's just about Lyme disease H wait do I still have the other
310. 58:50one I think I do yeah oh okay cool so this is just like um this is just like uh what's it called
311. 59:06um chat GPT C canvas I don't think I can go in here and edit this but these little thumbnails on the left are are
312. 59:15these different articles so I can open this in Google Docs and it formats them really nice in Google Docs there it is whoop d is all right
313. 59:27you can all see that right and then because it's Google Docs it's got this nice table of contents all right phenomic far
314. 59:36pharmacogenomics cancer treatment rare diseases aiid driven advancement in rare diseases neurological diseases AI advancements and
315. 59:45neurological diseases stage of time to Market cardiovascular diseases and then there's little oh the the citation are not hyperlink that
316. 59:57seems like a Miss come on people make it a hyperlink all right here's a table okay despite the significant progress in
317. 1:00:11individualized medicine challenges remain in terms of cost comple complexity and Regulatory hurdles advancements AI driven advancements
318. 1:00:26then work cited so it's a relatively short research thing but just even getting the list of work cited so you
319. 1:00:33can go look on your own and this will give you a starting point so what I'll do is let me share this so I'm going to
320. 1:00:41make this available to hang on I got to do a stupid [ __ ] dexterity Challenge on Tik Tok uh anyone with the link I'm
321. 1:00:49gonna copy the link then I'm going to go over to the AI sell where am I going to put this I will put this in llm showand
322. 1:01:02tell if you don't know what the AI Salon is shame on you go there the salon. a click on the thing that says join our
323. 1:01:14community and this is that Community it's a remarkable Community we just had a a meeting tonight and AI Salon presents
324. 1:01:22tonight um the salon is also what co-sponsored the um AI Festivus that everyone loves so much all right why is this
325. 1:01:39[Music] Hung okay so when you're in AI Salon there's a little show inel area so I'm going to go to llms and gpts I'm going
326. 1:01:53to say here is the AI advancements in healthc care dock I created with
327. 1:02:08Gemini 1 five Pro with deep [Music]
328. 1:02:24research paste don't notify and then I think I will go back to this here thing let me go look
329. 1:02:39at the I actually know something about lime disease you know what's shitty when you learn some a lot about something and
330. 1:02:46you didn't want to know about it think I really wanted to know about Lyme disease no I could write a book or to I should all
331. 1:02:58right advancements and challenges diagnostic tool we don't care about those too too late for diagnosis
332. 1:03:08we're we're solid on that black bar yes what you said Brandon what is better Gemini 2 or the new 1.5 little confused there Joker I
333. 1:03:21don't Paul rer said this on his on his podcast this week he's like all of these all of these research companies need to
334. 1:03:32stop giving us a choice of models how the [ __ ] are we supposed to know what is the difference between 40 40 mini 0101 mini and
335. 1:03:45four unless you're a geek like me that pays attention to this [ __ ] but I don't know the difference between all the Google
336. 1:03:54models as Paul rer said today they're creating the most sophisticated knowledge tools on the planet couldn't they also use that same
337. 1:04:07tool to say look at your prompt and identify which of the models it should use they could do that again it would it
338. 1:04:18would require a product strategy Google clearly doesn't have open AI clearly doesn't have they're a research lab
339. 1:04:25Claude doesn't have I mean they're trying they're bringing on product people but they're not you know they're not consumer companies
340. 1:04:32by you know well Google is Google Google should know better but they fired all their marketers it's all Engineers now all
341. 1:04:41right the clim health app all right individual stage of time to Market challenges and limitations conclusions while challenges Remain the
342. 1:04:55advancements discussed here offer hope for improved outcomes for future line patients the AI diagnostic tool synthesis a few years not
343. 1:05:09specified yeah it's okay see like I think what I would do here oh that's I'm not in the thing anymore think what I would do here is I
344. 1:05:25would go um identify the lime coinfections and follow
345. 1:05:43on conditions and research them all individually and then give me a consult validated
346. 1:06:00report it's going to come up with this little plan sh John John Harris is already doing
347. 1:06:18some deep research over there okay John and everyone else that's listening so why do I do this why do I do this
348. 1:06:26night after night after night after night do you think it's for the pink bow just so I have an excuse to wear a pink bow you're correct
349. 1:06:39and what John just did here he's like watching me he's like oh God is he ever gonna stop singing is he ever GNA do
350. 1:06:46anything and then and then I stumble on this thing and he's like oh [ __ ] there's one of those while we're here he goes and subscrib
351. 1:06:56and now he's doing this the whole point of this channel is just to be in the conversation be chatting with people be
352. 1:07:04saying hey have you tried this have you tried that there's like all sorts of coaching going on on the back channel
353. 1:07:09here it's really cool to watch that's exactly why we're here I already have too many screenshots of you had the pink bow at this point I
354. 1:07:20am unblack mailable with the pink bow all right oh start research let's get this thing going all
355. 1:07:36right Source Camp Kelly Camp thinks I really am here for the pink bow listen I didn't I did not even know about pink
356. 1:07:44bows pink bow hair thingies and and by the way I wear it wrong for all you men out there next time you're trying to
357. 1:07:53impress your lady as the sensitive guy type don't put it on like this they'll make fun of you see you got to pull it
358. 1:08:01down way low in the back and then you go hi I don't see I don't know how to do it but you see because when I put on my
359. 1:08:12Foundation you don't want your hair in your face right you know a little blush Little Foundation powder it up that you get the
360. 1:08:22hair out of your face that's how you wear it not like not like you know Ivon lendel on a you know on a [Laughter]
361. 1:08:36dare Andre agasse on a dare when he still had hair this is more Andre Agy than Ivon lendel Ivon lindel was all
362. 1:08:47uptight see there's a screenshot I didn't have me wearing the pink bow correctly so many people from f of us
363. 1:08:55messaged me that the pink B well about the pink bow character not knowing it was Kyle oh wait not KN yeah yeah is that
364. 1:09:06right not knowing it was Kyle yeah that's awesome oh you know we have fun well I have fun I don't know I don't know what you people are
365. 1:09:21doing here so many people from Festivus that's really funny oh man John Harris having yet another Kevin
366. 1:09:34McAllister moment there you go that's why we do this if if you don't know what a Kevin McAllister moment is remember the movie Home
367. 1:09:42Alone that guy um if you use AI long enough and it basically here's the deal if you just stay in the
368. 1:09:52conversation show up to [ __ ] like this join community be unreasonable about how much time you spend like looking at what's
369. 1:10:02coming um at some point you're G to just stumble on another thing you're gonna go holy [ __ ] holy [ __ ] there's another one
370. 1:10:11there's another one there's another one happens all the time for me so and every one of those little moments
371. 1:10:21where you have this Epiphany like I didn't even know that was possible you now know that something new is possible
372. 1:10:27and the next time you go to solve a problem you go oh I could use that deep research thing for this right that's how
373. 1:10:35this works right now there's no better way to do this certainly not with ad but I think even even for methodical people for you
374. 1:10:45ocers let's stick with the neuros spices for you ocers out there it's not any better because you can't keep up there's
375. 1:10:53just too much volume to do it methodically you can't just do it randomly right so the the only way I know is to be like a
376. 1:11:02shark moving all the time and just play just play with that toy play with that toy play with that toy Chomp on that one oh that one's
377. 1:11:09really good let's eat all of that one let let's dig down on that one and then just back back into the waters just keep it moving keep it
378. 1:11:17moving only way I know had so much fun teaching another experimental class at tww they were blown away oh that's so much fun Kelly
379. 1:11:27Texas Women's University right what did you show them what were your what were your parlor tricks and let me know if
380. 1:11:31you want to come up here and talk about it I'm happy to have you up um have you seen projects in chat GPT what is this
381. 1:11:38just popped up projects is cool I can I can show that stuff um oh this is nice look here we go babesia we've got those
382. 1:11:51uh anaplasmosis I don't think we have that ER liia we might have some of that that Bartonella we got Bartonella we're
383. 1:11:57like a we're like a Bartonella pickling Factory Here bellia Maya maty I don't know that one all right but anyway all
384. 1:12:10right anything more better down here Diagnostics drug and development
385. 1:12:24advancement and stem cell and nanotechnology challenges challenges money no one's paying for this [ __ ] all right cool I'm gonna open that
386. 1:12:36in docs topic was finding a Target client but showed voice and voice with video yeah that one that that one's a a
387. 1:12:49mindblower the uh the voice and voice with video all right let me let me pull out of this
388. 1:13:05thing oh you wanted to see projects okay hang on let me show you projects so projects is is very similar to projects in
389. 1:13:21Claude um so over here on the left you've got these project things now let's see there's a stupid thing so see I've got this project called
390. 1:13:34Sydney so here's Sydney and I've only got one chat in it but I've done like dozens of chats about this musical so if I go in here and I type
391. 1:13:44Sydney it's gon to find all my chats and unless they' fixed this which I'm sure they haven't there is no way for me to
392. 1:13:51get one of these chats into a project because they're [ __ ] if I share it there's nothing there no so what someone told me is that oh
393. 1:14:07sorry what someone told me is that what you can do is you can say hello and it'll respond and
394. 1:14:22now let's see let me hit new chat and let me see reload
395. 1:14:40reload AI projects brainstorming no it didn't do it h well anyway projects is cool so long as you don't have to search for past
396. 1:14:55conversations but let me let me tell you what what projects are um so when you've got a project you can add files to it you can add custom
397. 1:15:05instructions to it so it's like it's like a custom GPT in that sense right so you can tell it you want it to act like
398. 1:15:13a screenwriter or whatever you want it to act like you can add files so you could so actually what I could do is I
399. 1:15:19could go find all my old chats and I could add them as files but you can also add chats right so you can take any chat that's over
400. 1:15:31here and if you click on this three dotted line you can say add it to the project okay so this is again why why
401. 1:15:41this you know the the the developers they just want to keep us gen xers pissed off Sydney so they've already
402. 1:15:51got they've already got a a programming object to take a list of chats and have three dots to the right
403. 1:16:00that do something and they chose not to [ __ ] put it in this interface right these three dots they could add this they they've
404. 1:16:14got this object they have this object and and no one at at the the $700 trillion open AI with the big [ __ ] bigheaded
405. 1:16:28Geniuses no one did a search for old chats and was like hey uh what if we wanted to add one of these search
406. 1:16:36results into a project no one no one no one really anyway so sorry John I was telling you about projects but once you
407. 1:16:46get all your chats in here you can now chat with all of your Collective chats like this thing will now know all of the
408. 1:16:53files you added it'll act like your custom instructions and it'll tap into all those previous chats you had so it's
409. 1:16:59a really [ __ ] slick little thing with with one major flaw like if you've been using chat GPT for two years wouldn't it
410. 1:17:08be swell if you could organize all those chats into a project and listen I hope one of you points out my stupidity and says duh
411. 1:17:19Kyle you add things from the search results by dragging and dropping them or whatever this stupid [ __ ] thing is I
412. 1:17:26would love that but I haven't found it [Laughter] yet that was your chat Kyle it popped up what was my chat I just imported my history to
413. 1:17:41obsidian yeah I know but that like it's like they've got the data right here they have an object to be able to add
414. 1:17:48things to a project just put that in the [ __ ] search results did does open AI need to hire me like seriously I'll just be like the bitter
415. 1:18:04guy in the corner they like they bring over a new launch they we're thinking of launching this to the public all right
416. 1:18:10here why can't I search on on my past chats well you can in the mobile app yeah but I use the website all day
417. 1:18:26oh wait my most recent chat is AI brainstorming project oh yeah oh it is all right fine all right fine but that still pollutes
418. 1:18:42my that still pollutes my my chat history anyway it I'm let me be bitter let me be bitter fine that thing worked you can
419. 1:18:55you can search for a thing okay so if I search for Sydney I can go Sydney musical rewrite and then I can go oh see hello wait no it's
420. 1:19:06Sydney musical rewrite that's not my latest one all right now I'm totally [ __ ] confused Sydney musical rewrite hello how can I assist you
421. 1:19:21today um by not sucking fair enough all right so now let's let's go new chat and then let's go
422. 1:19:38reload Sydney musical rewrite okay there so it's there so I can now add this to I can now add this to the project add to
423. 1:19:47project but do you have do you see do you see where I'm right and everyone else is wrong [Laughter] by not
424. 1:20:00sucking anyway they should hire me and they they they should give me a corner office and I should just do nothing but
425. 1:20:09like sip whiskey and do [ __ ] nothing and then about the time they're like yeah we think we got something here I'll
426. 1:20:17look at it and within five minutes go uh why can't this [ __ ] do that and they'll be like well logically and I'll just go no go fix
427. 1:20:36it good Lord do you give courses on what comedy rage rage product development yes I'm doing a workshop next week um I will do
428. 1:20:50courses I I have done courses uh I just did AI Festivus with an Murphy we did did we did uh 24 sessions in 36 hours so
429. 1:21:00yes yes lots of courses so feel free to DM me if you want to do want to talk about that I'm happy to talk about it um
430. 1:21:08I'm just silly here you know we're just silly we're just silly you know what we do you can make money we're just silly
431. 1:21:14here we'll just little birds we're just Little Birds trying to make software [ __ ] work
432. 1:21:28oh just a matter of time before they Scout you for the job Kyle it's gonna be a long time I think they should hire [Laughter]
433. 1:21:44Frank oh good lord all right people it's it's late I started a little late but let's get let's get y'all out of here
434. 1:21:55oh good good good good good good this was fun this fun we have fun we have fun all right um
435. 1:22:11okay go check out do I have this written anywhere I don't think I do oh maybe I have a can you put up a banner Brandon
436. 1:22:19for are you ready for ai.com um so Brandon's gonna put up a banner right now Daisy May amazing as always yeah I mean amazing
437. 1:22:31amazing I I thank you thank you I I mean I appreciate the kind words amazing I I mean enigmatic
438. 1:22:45unique interesting interesting Rachel Sparkles agrees with Daisy May it's a cult it's a
439. 1:23:01cult okay on screen right now are you ready for ai.com so that is the course that Anne Murphy and Vicky and I are
440. 1:23:10putting together um based on kind of the the insights that were shared during AI festivas we're turning it into a learning program a
441. 1:23:22training um and we're we're calling it an AI Readiness training and I'm I'm so excited about that name because and about that concept
442. 1:23:35because I used to talk in the AI Salon about AI literacy and I think we're in a we're in a weird surreal surreal place right now
443. 1:23:49where the the concept of being AI literate is actually a fallacy like there are no experts right now no one is AI literate everyone's
444. 1:24:01trying to figure it out everyone's trying to figure it out so being AI literate I don't think you can actually
445. 1:24:07achieve right now things are changing too fast we we're we're in an accelerating parabolic or a uh uh Whata call it um uh exponential
446. 1:24:19curve oh thank you very much for the gifts Omar appreciate that um oh my view on Tik Tok is way off oh that's unfortunate isn't
447. 1:24:30it that's better look I'm pretty am I pretty am I pretty mama you have nice hair okay um what was I talking about uh oh it
448. 1:24:46doesn't [ __ ] matter your face was blocking your face thank you for whoever sent me gifts on Tik Tok I appreciate oh thank you very
449. 1:24:58much Omar Silver Fox thank you so much that's that's very very sweet of you uh Omar title gifter oh yeah [ __ ]
450. 1:25:06knocking them down thank you very very much I appreciate that um oh are you ready for AI so so what this this idea of AI
451. 1:25:16Readiness I think you can train yourself to be ready for AI and what that starts to to look like is you start
452. 1:25:26to get more Curious you start to get more adventurous you start to get more flexible and adaptable you start using
453. 1:25:33your critical thinking like instead of just taking what AI gives you as a as good look at it and if it's shitty tell
454. 1:25:42it it's shitty right like all that sort of stuff um thinking intentionally about what problem you're trying to solve
455. 1:25:49first and then get to the tools not how do I make money with you can make Mone with the reason I make fun of these
456. 1:25:59people is this is backwards you can make Mone with chat GPT no you can't make money with chat GPT any more than you can't make money with
457. 1:26:10Photoshop you make money solving a problem if you happen to use chat GPT to solve that problem well then you've made
458. 1:26:18money with chat gbt but it's solving the problem is the thing people pay for right so just getting your head around
459. 1:26:25how you live in an insane world where the technology capabilities keep going up and up and up and up and we don't know if the skills that
460. 1:26:36we've developed for prompting and prompt engineering and all the [ __ ] we do today is even going to be relevant three
461. 1:26:42months from now probably will may not be so why you would do something like the the AI Readiness training that we're putting together is
462. 1:26:54just to [ __ ] change your mindset change your mindset and I think it also includes things like and this is this is going to be
463. 1:27:04depressing for a lot of people initially but it I I find it gets really exciting is you kind of have to let go of how you
464. 1:27:13currently value your contribution to the world because you might be really really good at data entry and you love data
465. 1:27:24entry and data entry is the best well that job's going to be automated out but there's something about how you
466. 1:27:33do what you do and the knowledge you have and the expertise you have that is where the real value is it's not in the
467. 1:27:39data entry it's how you do your job it's how you live your life it's the Integrity you have and that's a shift that I think all
468. 1:27:47of us are going to have to make and really ask the question what do I want to do what do I want to contribute what's my real value here
469. 1:27:55and then we lead with that and then we figure out what tools to use so that's that's what this thing's all
470. 1:28:00about all right look a squirrel yeah I know well what are you gonna do welcome to chat add Daisy may I feel
471. 1:28:10incredibly fortunate to have found you a year ago at least I'm aware of what's happening and and that's that's all you
472. 1:28:17need to be Daisy may like you're like paying attention you're in the conversation because mark my word like
473. 1:28:25like the the Deep research thing we did tonight like that's something that at some point someone's going to come here
474. 1:28:32or I'm GNA come here one night and go okay here's the thing we've all been waiting for it's here it is truly
475. 1:28:39magical even Pate can't deny that it's got magic in it and it's GNA change everything that's probably not going to
476. 1:28:49happen like on a single night but it could it might but the only know only way you're going to know that that moment comes is to be
477. 1:28:59in the conversation whether it's with me or some other community hard to get my head around that Kyle I know I know I know this
478. 1:29:09is I don't think we as a species have ever had to deal with the the amount of change we're about to deal with I mean
479. 1:29:19short of like cataclysmic [ __ ] you know where just everything changes all at once it's so funny I I might have talked
480. 1:29:26about this on here one night I almost feel like Co was preparation for what's coming with with AI because what Co taught us
481. 1:29:40was we as a global Community can just change the rules we can just say don't come in to work anymore and the whole world doesn't now
482. 1:29:53it takes something remarkable to shift to make that happen but it happened so we now know that we now know that that's
483. 1:30:02possible so AI has has a very real possibility of having some kind of impact like that is it going to happen overnight I doubt
484. 1:30:12it but if it even if it happens slowly over five years in the big scheme of things that is remarkably fast for
485. 1:30:21things to change dramatically and it's Poss if you look at Sam alman's letter where he talks about you know we're going to
486. 1:30:28have ai workers in the workforce in 202 some [ __ ] might be changing so start thinking about yourself all right
487. 1:30:41is2g I will turn this AI car around right now if I hear someone say magic pate's not having it okay math
488. 1:30:50magical it's it's math magical all right I'm getting out of here people hope you had fun tonight um it was chaotic it was
489. 1:30:59zany but I think we did some cool [ __ ] um yeah if you want to do the research then go play with that Google deep
490. 1:31:06research it's it's pretty swell all right so peace out on YouTube LinkedIn and X I will see you tomorrow's
491. 1:31:14Wednesday it'll be normal time 8:00 pm tomorrow um go check out are you readyfor ai.com sign up uh early if if
492. 1:31:22uh if you're interested in that John Harris thanks Kyle that was fun thank you so much peace out to the to the web folks there