
AI Learning Lab
aiLL 5/12/23 - Breakthrough AI Tools Anyone Can Use

Video2023-08-072:40:5915 views
Description
In this May 12, 2023 live session, I provided an enthusiastic yet measured take on the state of AI, focusing on powerful new tools like ChatGPT and Midjourney that enable anyone to leverage AI in creative and practical ways. I aimed to demystify AI, recognize its potential impact, and emphasize developing AI literacy. Viewers were encouraged to approach AI with curiosity rather than fear and start experimenting today to gain understanding for the future. Key themes included AI acceleration, profound upcoming changes, automating grunt work, AI as an empathy coach, astonishing progress, parallels to the early internet days, and major industry disruption ahead. #ai #chatgpt #midjourney #ailab
AI Learning Lab address: https://www.tiktok.com/@aiLearningLab ↗
0:12 - chatGPT demo
0:30 - AI accelerating quickly
1:14 - Profound changes coming
5:13 - AI not well understood yet
10:17 - AI can automate grunt work
14:52 - AI can coach empathy
21:27 - AI progress astonishing
29:46 - Early days of internet vs now
34:30 - AI will upend many industries
42:23 - AI is like magic
45:51 - AI can optimize resumes
53:18 - AI can coach you
1:00:35 - Older workers and AI
1:14:19 - AI can create games
1:19:45 - AI can transform business
1:23:28 - AI experts needed in government
1:24:50 - AI can improve healthcare
1:30:37 - AI integration is profound
1:37:34 - AI's effect on education
1:43:06 - AI is more nuanced than people
2:17:33 - Don't demonize AI
2:25:27 - AI literacy is critical
Chapters
0:00<Untitled Chapter 1>0:12chatGPT demo0:30AI accelerating quickly1:14Profound changes coming5:13AI not well understood yet10:17AI can automate grunt work14:52AI can coach empathy21:27AI progress astonishing29:46Early days of internet vs now34:30AI will upend many industries42:23AI is like magic45:51AI can optimize resumes53:18AI can coach you1:00:35Older workers and AI1:14:19AI can create games1:19:45AI can transform business1:23:28AI experts needed in government1:24:50AI can improve healthcare1:30:37AI integration is profound1:37:34AI's effect on education1:43:06AI is more nuanced than people2:17:33Don't demonize AI2:25:27AI literacy is critical
Transcript
0:06 [Music] 0:08 boom boom boom 0:10 boom boom boom 0:12 hello hello Jan Mills Bishop you're the 0:15 first one how are you 0:17 um this is Kyle Shannon this is the AI 0:20 learning lab hope you're doing well 0:22 I have replaced my 0:24 um Three Mile Island 0:26 kind of horrible drink with uh bourbon 0:31 I think this is the first time I've 0:32 drunk on the old live I've just been 0:34 sober 0:36 imagine me loopy huh 0:40 um if you are uh 0:43 here welcome 0:45 um this is the AI learning lab I talk 0:47 about AI stuff I'm passionate about AI 0:49 I'll answer questions about it hey I 0:52 want to talk to you about your Story 0:53 vine software drop me an email at Kyle 0:57 at storyvine v i n e v as in Victor so 1:00 like the growing vine 1:03 storyvine.com is the site and my email 1:05 address is Kyle at storybine so drop me 1:08 an email Nate and I'm happy to talk to 1:10 you about it 1:12 uh uh uh uh how was dinner dinner was 1:15 good we had Barbacoa tacos Barbacoa beef 1:17 can't go wrong with that I finished up 1:19 my Three Mile Island thanks for coming 1:21 back by the way don't know why you'd do 1:23 that but cheers this is a Yellowstone 1:26 select 1:27 I bought this bourbon because I like the 1:29 label 1:30 which is the way you should buy all of 1:32 your 1:33 expensive wine and alcoholic beverages 1:37 is uh label Aesthetics 1:39 it's all about marketing 1:43 [Music] 1:45 more likes can attract viewers yeah if 1:48 you wouldn't mind uh share this live 1:49 with your folks 1:51 if you think it's a value I mean I know 1:54 we haven't started yet so it's not 1:55 there's nothing valuable here right now 1:57 if you're new to AI feel free to 2:00 subscribe the AI learning lab I've got 2:02 lots of videos on AI trying to keep up 2:04 with it I do tutorials things like that 2:07 and if you haven't tried Chachi BT yet 2:11 and you're if you've even heard of AI or 2:15 you've heard that in the alphabet there 2:17 are two letters a and I and they're 2:19 vowels go to this site chat.openai.com 2:24 is the the official website for chat GPT 2:27 and while I ramble on and get drunk just 2:29 start playing with chat GPT because 2:32 playing with chat gbt right now is 2:34 probably one of the more important 2:36 things you will do in your life 2:38 huh that's provocative why does he say 2:41 that well does he say that 2:45 all right 2:47 let's see 2:50 I sent you an Instagram okay cool I'll 2:53 check that out thanks Nate appreciate 2:54 that yeah it was tasty he really 2:56 appreciate that you're doing these lives 2:58 thank you I appreciate that I I'm trying 3:00 to make these fun and uh 3:03 and uh 3:05 you know not suck just be realistic and 3:08 you know if if people ask my background 3:11 I mean I have a degree in acting but I'm 3:12 an entrepreneur I've been I've started 3:14 tons and tons of companies I've been 3:16 I've been in business for a long long 3:17 time 3:18 um I think we're at a 3:20 significantly profound inflection point 3:23 in the history of humanity like I think 3:26 like I'm not well that is hyperbolic but 3:29 I don't think it's it's hyperbole I 3:30 think 3:31 I think we're at the beginning of what 3:34 I'm calling the great Renaissance 3:36 um 3:36 and and these generative AI tools are 3:39 going to transform nearly everything 3:41 about nearly everything we do very very 3:44 quickly 3:45 um honestly almost hard hard to find a 3:48 Bad Bourbon over 40 bucks haven't tried 3:49 Yellowstone yet it's pretty good I'm a 3:51 blantons man so Blanton's is my all-time 3:54 favorite 3:56 and I I'm letting this evaporate like 3:58 this is now gone it's all evaporated but 4:01 blantham's is the [ __ ] and uh you can't 4:05 get it anymore you know that used to be 4:07 40 bucks a bottle then it was 60 now 4:09 it's 120 and now it's just you can't get 4:12 it anywhere so it pisses me off 4:16 um I can't copy and paste from 4:18 Shakespeare please fix uh you mean you 4:21 mean thepo.com Shakespeare thing 4:24 is that what you're talking about 4:25 because that I can't 4:27 um 4:28 I can't do anything about it that's 4:30 that's poe.com you got to have them fix 4:33 their [ __ ] 4:35 um they're going to show you how dumb 4:38 humanity is unplug the computer what AI 4:41 is going to show us how dumb humanity is 4:43 like we haven't showed ourselves how 4:45 dumb we are over the past decade 4:48 please we're way dumber than the AI at 4:51 least the AI gives nuanced answers and 4:53 is intelligent and is well researched 4:56 and well understood and can apply logic 4:59 to the situation I'll go with AI every 5:01 time if if you're comparing it to the 5:03 [ __ ] we got going on in this country 5:05 right now that's America by the way if 5:08 you were curious about which country was 5:10 really [ __ ] up it's this one I'm in 5:13 Denver by the way cheers 5:18 um 5:19 as I'm getting more comfortable on this 5:21 live I'm getting spicier and 5:23 saltier and more cynical but hopefully 5:26 funnier 5:27 it's all about the comedy comedy 5:31 Stephen King The Shining at Shakespeare 5:34 with rhyming is funny yeah exactly yeah 5:37 we can do that we can play around how 5:39 far do you think we are from the 5:40 singularity Ray Kurzweil says 2029 5:44 um major AI scientists have said 2030 5:48 they've just downgraded their prediction 5:50 from like 2050 to 2030 so 5:53 it appears that 2029-ish is going to be 5:56 it is the consensus right now 6:00 um someone on the live I did just like 6:02 an hour ago 6:03 um said they think it's going to be 6:04 within two years I think it's probably 6:07 going to be 6:10 between 6:11 two and four years so probably 2027 is 6:14 my guess 6:15 that's the Gen X in you salty bitter you 6:18 betcha yeah Gen X what are you gonna do 6:21 so politically correct I know right it's 6:23 not awful 6:24 I agree with you I don't know about what 6:26 but thank you it's good to have agreeers 6:28 ah no 6:33 [Laughter] 6:35 put stupid hats on me and I'll dance 6:37 like a monkey 6:40 Jesus Christ 6:44 I told you I wouldn't twerk but you know 6:47 I'm drinking so you never know what's 6:49 gonna happen hey everybody if you're new 6:51 here this is the AI learning lab uh even 6:53 though it seems like I'm just an idiot 6:55 uh I do do talk a lot about AI I'm 6:58 passionate about it 6:59 I think it's transformative technology I 7:02 think it's super important for everyone 7:05 possible to get curious about it start 7:08 exploring it 7:09 and so I'm here if you've got questions 7:11 about AI pop those in the comments um 7:13 subscribe to the channel 7:15 um if you want to see when I go live 7:16 again not sure why you do that 7:19 um 7:21 Kevin Vasquez says he wants to come live 7:24 I don't know how to do this I'm gonna 7:26 I'm gonna let Kevin up here on stage I 7:28 think this means he can he and I can 7:30 talk and he can ask questions so let's 7:32 see if that's the case 7:33 continue to go live together dual camera 7:36 will be turned off I don't want 7:37 someone's camera I just want to be able 7:39 to hear him does anyone how to know how 7:40 to do that 7:42 I don't know what's going on all right 7:47 I think you're helping a lot of people 7:49 prep and roll with this next tech 7:51 apocalypse yeah well thank you Jay I um 7:56 I'm doing what I can 7:59 um is it a tech apocalypse it's a tech 8:02 something 8:03 it's going to be profound 8:05 um techpocalypse kind of implies that 8:06 it's all going to be bad I don't think 8:08 it's all going to be bad but I think 8:09 we're going to go through a bad couple 8:11 of years I think we're going to go 8:12 through 8:13 at least two years of really painful 8:16 disruption is videovine an app or a web 8:19 service it's storyvine is the name of my 8:21 company and it's a it's a subscription 8:23 it's a it's a technology platform that 8:27 we sell as a subscription it's mostly 8:29 B2B we our primary customers in the 8:32 healthcare and Pharma space so you know 8:35 think big Pharma companies wanting to 8:36 tell patient stories or doctor videos or 8:38 have their sales rep do personalized 8:40 video Outreach that's what they use our 8:42 platform for so storyvine.com 8:45 is the platform if you want to play with 8:47 it you can just go play with it you 8:49 download storyline from the app store or 8:51 from Google Play and we've got free 8:53 templates in there you can play with so 8:55 you can see what the experience is like 8:56 it's like a it's like Story vine is is 8:59 kind of like karaoke for storytelling 9:01 it's like put your head in the dotted 9:02 outline and answer a series of questions 9:04 and then those go up to the cloud and 9:07 five minutes later you've got a fully 9:08 edited video so that's what the tech is 9:11 mm-hmm 9:14 and it doesn't use AI to do all of that 9:17 it uses Aristotle 9:20 how far do I think we are from 9:22 Singularity I just answered that 9:24 um 9:26 let's see where can I download chatgpt 9:28 you don't need to download it why I have 9:30 this here that's the URL for the 9:32 official site Point your browser so if 9:34 you're on a 9:36 um an iPhone go to you know Safari or 9:39 Google if you're on Android go to go to 9:40 Chrome go to Chrome 9:43 and go to chat.openai.com that's the 9:45 official chatgpt site you don't need to 9:48 download apps for this 9:50 um you can also go to bing.com which is 9:52 gpt4 you can also go to poe.com poe.com 9:56 and there you can choose from jet chat 9:59 EBT 3.5 for 10:01 Claude Claude plus and hopefully Claude 10:04 hundred thousand context window version 10:07 soon 10:09 um I'll be keeping the camera off on my 10:11 end okay let's try Kevin Vasquez let's 10:14 try this uh let's try this this is the 10:17 first time I've ever done this I'm like 10:20 an old guy trying to use technology it's 10:22 embarrassing here 10:25 yeah 10:26 yeah how's it going good man I I really 10:31 enjoy your content here and I'm on Tech 10:33 talk for a couple years as a musician 10:34 and I think that your your channel is 10:37 really gonna uh explode as you 10:39 as you use GPT to better your content 10:43 not that it's not not that it's not a uh 10:47 bad now but I wanted to ask about um 10:50 with uh with Bard and I believe Bing now 10:53 uh connecting to the internet 10:56 um how are how are we going to be able 10:59 to prompt out misinformation uh things 11:03 that are untrue when with that kind of a 11:07 connection 11:11 because there's a lot of Bologna on the 11:14 internet yeah yeah no no no I I think 11:16 that I think that Within 11:19 I don't know probably within three years 11:21 I mean there's going to be a lot of 11:23 businesses built around 11:25 um 11:28 built around verifying 11:31 um accuracy right so so I think in the 11:33 next three years we'll see a lot of 11:34 businesses built around it um I actually 11:36 think it's it's a potentially really 11:37 interesting use of blockchain and web3 11:40 and nfts 11:41 um to generate verified content 11:44 um I think so one of the things that 11:47 Bing does that that Bard will do once 11:50 they release it you know sort of 11:52 officially 11:53 um you know connected to the web and and 11:56 the web 11:57 um plug into chat GPT will do is it will 12:02 at a minimum provide 12:03 um citations so when it gives you an 12:05 answer like when Bing gives you an 12:07 answer right now it provides a bunch of 12:09 citations of you know here's the 12:11 information we pulled from the internet 12:12 to generate this answer so right now you 12:15 can manually go to each one of those 12:17 things that are out on the internet look 12:19 at what it pointed you to and kind of 12:21 self verify so right now it's kind of a 12:23 manual hack 12:25 um my guess is that the next 18 months 12:28 is going to be 12:30 um 12:31 historic levels you know you know you 12:34 know how in the in the past three years 12:36 we've had like three or four or five 12:39 hundred year floods a year in in like 12:43 all these locations 12:45 um I think 12:46 um the 2024 election is going to be like 12:49 a 500 year 12:51 um flood of misinformation I think it's 12:53 going to get really bad 12:55 um and it's going to be really hard to 12:56 dig through it and I kind of think we 12:58 need to go through that pain first 13:00 before people start taking accuracy and 13:03 authenticity seriously so I think 13:05 there's actually a massive opportunity 13:07 for for people that can play around with 13:11 um 13:13 um exactly what you're talking about 13:15 right automating 13:17 um you know check this is verified you 13:19 know not Elon musk's eight dollars check 13:21 here's your verification Mark yeah kind 13:24 of like uh kind of like Wikipedia where 13:26 they have all the little footnotes if 13:27 they do have any at the bottom of where 13:30 they get their info from yeah and listen 13:32 the llms are actually gonna when they're 13:34 trained right and they're connected you 13:36 know with plugins correctly it's going 13:38 to be relatively easy to 13:41 um to 13:42 to get an answer from an llm and run it 13:47 through 13:49 um like an authenticity verifier first 13:51 before it presents the answer 13:53 um if you haven't played around with the 13:55 anthropic stuff the Claude models 13:57 anthropic uses this thing called a 14:00 constitutional learning model where they 14:01 kind of write a set of rules and then 14:03 they verify their answers against those 14:04 set of rules something like that is 14:07 going to be a technology that that will 14:08 automate what you can do right now 14:10 manually but I would say you know for 14:12 the next six months or a year you kind 14:14 of have to do that stuff manually 14:16 cool man cool are you are you familiar 14:19 with Robert's Rules like uh when you're 14:21 in Parliament yeah like when you're in 14:24 Parliament yeah yeah 14:27 well that's that's exactly what so I 14:30 think what's going to happen so right 14:31 now if you go to anthropic they've got 14:33 their list of rules I think what's going 14:34 to happen is 14:36 um there's no there's no single unbiased 14:40 large language model right it just isn't 14:43 like humans are too diverse so I think 14:45 what's going to end up happening is 14:46 you're going to be able to choose you're 14:48 going to be able to say hey I want to go 14:50 to the right wing you know 14:52 you know I hate everyone you know you 14:55 know a large language model and it will 14:56 treat you like that and then you're 14:58 going to be able to go to the pinky Kami 15:00 you know socialist large language model 15:02 and have you'd agree with you and then 15:04 you'll probably be able also be able to 15:06 find ones that are in the middle and 15:07 objective and nuanced and things like 15:09 that so I think all of that stuff's 15:11 coming so just I mean I think everyone 15:13 should remember right now we're very 15:15 very early with this stuff it's very raw 15:17 very raw 15:19 okay 15:21 all right cool thank you very much I 15:24 appreciate you coming up you are my 15:25 first uh 15:26 my first uh dude 15:31 all right is everyone still there 15:33 Kevin are you there 15:35 is everyone still there am I hung 15:38 the guest is gone offline okay cool all 15:40 right great thanks everyone that was my 15:42 first talkie person so if you want to 15:44 talk you know pop uh 15:46 pop uh pop up on there and uh 15:49 hopefully that answered your question 15:52 Kevin 15:53 and I will if you have questions about 15:55 AI ask them how do I do my dual camera 15:59 again 16:01 flip camera Mirror video 16:07 I don't know how to we interact 16:11 lightning q a what's this 16:14 My Life Community I don't know any of 16:17 these tools this is like right now 16:19 you're watching an old guy trying to 16:20 figure out a shitty interface 16:26 what do you like about his channel he's 16:28 an idiot 16:30 does anyone know here wait so does 16:34 anyone know how to turn back on Dual 16:36 after I turned it off 16:38 flip camera all right that's 16:41 I flipped it mirror it gift it 16:44 subscription tools 16:46 what's that 16:48 sub only chat sub only live 16:53 like me 16:55 you may be 16:58 I don't know how to turn my dual cameras 17:00 back on God damn it does anybody know 17:05 what is the Dark Side of AI it's going 17:07 to kill us all 17:08 I'll show you the Dark Side of AI we'll 17:11 show you the Boston Dynamics 17:13 um 17:13 the Boston dynamic they just put chat 17:16 GPT in one of those robot dogs and it 17:18 talks to a dude that's [ __ ] scary 17:20 because it it looks enough like 17:22 Terminator movies that you're like oh 17:24 [ __ ] we're there like this is this isn't 17:27 this isn't sci-fi anymore settings 17:31 oh good God tick tock [ __ ] get an 17:35 interface designer it's it's honest to 17:38 God it's just like they're like I know 17:39 here's 38 more 17:42 features stick those in the corner 17:47 um 17:50 all right I might accidentally hang up 17:52 on you real-time performance 17:55 all right 17:57 um all right I guess you're not looking 17:59 at my screen I guess I'll just flip it 18:01 around but this this is making me cranky 18:03 because I like having my two my two 18:05 things there all right 18:07 um if you're new to AI wait how do I 18:09 flip my camera God damn it 18:15 flip camera okay if you're new to ai go 18:19 there go to this 18:21 chat.openai.com I'm not affiliated with 18:24 it this is the official chat GPT website 18:27 if you haven't played with it go play 18:29 with it 18:30 why because it's going to change all of 18:33 humanity and you should not be clueless 18:37 don't let this thing slap you upside the 18:38 head because it's going to slap a lot of 18:41 people up the side the head that are 18:42 like wait a minute I just heard about AI 18:44 two months ago why is my job being 18:46 replaced 18:47 that's coming what's my opinion on AI uh 18:50 I kind of love it I I like it enough 18:52 that I started a Channel about it 18:54 uh 18:55 um 18:59 Sage on Poe's great that's cool Sage is 19:02 is that there is that their model I 19:05 think that's open AIS 19:08 model on PO so if you want to play with 19:11 multiple large language models go to 19:13 poe.com or download the PO app 19:17 or drink bourbon 19:23 what's in the glass it is called 19:25 Yellowstone Yellowstone special 19:27 something like that I like the label I 19:29 bought it because of the label 19:31 all right I downloaded Bing you can also 19:33 just go to the Bing bing.com 19:35 you can also download the edge browser 19:38 now has chat GPT in it 19:41 will Singularity solve aging before we 19:44 all die well if we get hit by a bus no 19:48 um I think that 19:50 so they they just apparently reversed 19:54 age-related blindness in mice that was 19:57 like two weeks ago 20:00 um 20:02 they're making incredible progress with 20:05 genetic diseases they're making 20:07 incredible progress with some of the 20:10 customized medicines for cancer 20:13 I think all that stuff is going to 20:15 accelerate I think that you know I don't 20:19 know that they're going to cure aging 20:21 before we die but I think they're going 20:22 to dramatically extend life before we 20:24 die 20:25 and I'm 58 so thumbs up for that let's 20:29 uh I'm I'm 58 and eat too many burgers 20:31 and drink too much whiskey 20:34 um so I would like them to be able to 20:36 repel repair some of my cells 20:38 um 20:40 Sam Altman said in an interview he 20:42 thinks that in a relatively short amount 20:44 of time 20:46 we're going to see a single year where 20:48 there's as much technological 20:49 advancement as there's been in the 20:51 previous 20:52 500. so okay so here's an interesting 20:54 thing to do especially if you're new to 20:56 ai go to chatgpt go to 21:00 this address 21:03 that's chatgpt sign up for it and ask 21:07 chatgpt well actually I'll do it right 21:10 now ask chatgpt 21:14 this question say 21:16 um 21:17 wait that's the plug-in store 21:19 so we're gonna go to gpt4 21:21 and I'm going to say act as a scientific 21:27 historian historian why am I saying this 21:31 store Ian 21:33 because when you tell Chachi PT to act a 21:36 certain way it it Narrows What's called 21:39 the latent space it Narrows the 21:42 um the world that it will be searching 21:45 for so act as a scientific historian 21:48 give me a 21:51 uh bullet God damn it 21:54 bulleted list of the most significant 22:03 scientific 22:05 ad advancements 22:08 in the past 22:11 500 years the other thing notice 22:16 that I I have some really bad type of 22:19 things in there one of the things about 22:20 chat GPT it it just does not give a [ __ ] 22:23 about typos it's like it still 22:26 understands what you mean 22:27 all right so 22:31 and now we wait now we wait for the 22:34 magic we wait for the Brilliance sure 22:37 here's a brief list 22:41 copernican heliocentrism that means that 22:47 okay Copernicus said the sun was at the 22:50 center of the Earth 22:51 then Johannes Kepler's laws of laws of 22:55 planetary motion then Galileo's 22:57 telescope 22:58 Isaac Newton's laws of motion 23:01 the taxonomic classification system for 23:04 classifying living organisms that was 23:06 1735 the James Watt steam engine Charles 23:09 Darwin's theory of evolution and natural 23:12 selection or binatural selection 23:14 Mendel's Laws of inheritance the the P 23:17 stuff 23:18 right he he looked up you know sort of 23:21 genetic genetics Maxwell's equations 23:23 Einstein's theory of relativity quantum 23:26 mechanics discovery of DNA structure in 23:28 1953 Human Genome Project 23:31 it stopped so like uh give me 23:36 um 19th and uh 20th 23:41 century 23:44 detailed 23:47 science and 23:50 Industrial advancements 23:55 and so now it's going to do a bunch of 23:57 those 24:01 steam engine 24:09 electromagnetism 1820 I didn't realize 24:12 it was that early photography 1826. 24:18 anesthesia 1846 imagine all of the 24:21 surgeries of all of the world before 24:23 1846 were just like bite the leather 24:26 suck it up buddy periodic table theory 24:29 of evolution telephone electric light 24:31 bulb theory of relativity quantum 24:34 mechanics 24:38 penicillin 1928 nuclear fission 1938 the 24:43 transistor 24:44 so the the the precursor to all of what 24:47 we do now 24:48 DNA structure 1953 the internet late 24:51 20th century 24:53 I got to play in that in the early days 24:55 of the World Wide Web Human Genome 24:57 Project so so imagine 25:00 a single year 25:02 where we make as much advancement as 25:07 um 25:08 as that list 25:09 like like that level of profoundness in 25:13 a single year 25:15 so 25:17 um I think some stuff maybe storyline 25:20 should be a plug-in to all scripts epic 25:23 Cerner metatech um so so yeah so I'm 25:26 looking at um it could be a plug-in it's 25:29 it's it's a little more kind of B2B 25:32 intentional storytelling but right now 25:34 I'm looking at doing kind of an 25:36 omni-channel vision for the thing so 25:39 what's in the glass uh it's Yellowstone 25:41 I'm on a Blackberry awesome 25:43 but it's Android nice thanks what's 25:45 better three or four I don't know what 25:47 that was in reference to I'm on a palm 25:49 Trio okay you guys are you're making 25:51 funnies amongst yourself which I love 25:54 hey everybody there's a lot of people 25:55 here if anyone here knows how to turn on 25:58 the dual camera again now that I'm live 26:01 I turned it off to bring someone up on 26:03 stage and I don't know how to get it 26:04 back and it's pissing me off so it's 26:06 like I can't find it wait maybe I go oh 26:09 what's this wait wait for it no 26:15 um tap that screen if you think I'm 26:17 funny being an idiot 26:18 [Laughter] 26:22 subscription tools gift 26:25 comment God damn it 26:27 it's just such horrible interface you 26:30 know there's old guys on technology and 26:32 then there's shitty interface Tick Tock 26:35 is shitty in her face I mean honest to 26:37 God it took me a few days to figure this 26:39 [ __ ] out chat gbt have mentioned a 26:41 couple of things with wrong information 26:43 but so far good experiences okay so 26:45 that's Carla Andrews okay Carla so 26:47 here's the deal 26:50 um I didn't I didn't come up with this 26:51 term but it's the best term for Chachi 26:53 PT it's the most accurate term for chat 26:55 GPT that I know which is this chatgpt is 26:58 mansplaining as a service 27:00 chat EPT will confidently answer you 27:03 even if it's wrong 27:06 just like a man 27:09 um 27:10 so 27:13 so 27:14 the way this technology works it's it's 27:16 a probability engine it it literally has 27:19 no concept of what it's actually 27:21 answering it knows what what words it 27:23 should put there but it's got no 27:25 comprehensive comprehension of them and 27:28 and there's no 27:29 um 27:30 there's no system to check the answers 27:33 against reality that will come there's 27:35 companies that are you know spending a 27:38 lot of money to build systems like that 27:41 um if you're doing creative writing that 27:43 kind of accuracy doesn't matter if you 27:45 are doing research that kind of accuracy 27:48 is really important so I would encourage 27:51 you 27:53 um to use if if you're doing research 27:56 um use things like Bing which is 27:58 connected to the internet and provide 27:59 citations that you can self-check 28:03 um uh and and just be careful with it 28:04 just be careful with it because it's it 28:06 it will absolutely lie to you um and in 28:09 such a confident way that you're like 28:11 well of course that's reality like if 28:13 it's on the internet it must be true 28:15 where can I get GPT for without the 28:18 waiting list bing.com is based on gpt4 28:21 podoc you can do I think it's like 10 28:25 calls a day to gpt4 you can pay for 28:30 um chat GPT 28:32 and then I'm trying to think what else 28:34 there's probably some other things out 28:36 there that have access to it what's your 28:38 opinion on AI I like it can AI fact 28:41 check other AI yes and I think that 28:43 there there will be very sophisticated 28:45 systems coming soon that do that 28:47 will AI ever be able to handle the grunt 28:50 office work so here's the deal in the 28:53 next decade how about like in the next 28:54 month 28:57 seriously so I did I did I did a video 29:00 on this do I have where do I have the 29:02 data well I don't know okay 29:05 so embed putting together a workshop for 29:07 a big company and um 29:10 we did a survey we did a survey that we 29:12 wanted to ask people what they knew 29:14 about Ai and generative Ai and chat GPT 29:16 and all that stuff so we did a survey 29:19 and the survey came back and and like 25 29:21 people responded to it which is great 29:23 but they were very verbose like they had 29:26 lots of opinions and so I looked at this 29:29 spreadsheet and having ADHD in a a 29:35 lovely manifestation I have an 29:37 incredibly quick brain but when I see 29:38 something like a 25 person survey 29:41 response with a lot of data in it with 29:42 like 10 different questions my brain 29:44 explodes and I don't want to deal with 29:45 life 29:47 and so I thought oh I could have Chachi 29:49 BT to do this for me so so I tried 29:51 copying and pasting the whole 29:52 spreadsheet into chat CPT and it 29:54 couldn't do it it was too much but I did 29:57 it like a pair of columns at a time 30:00 and I literally copied and pasted 30:03 um the survey data into chatgpt and then 30:06 I told it to you know tell me what the 30:08 answers were what percentage you know 30:10 how many people answered each of the 30:12 questions you know what were the themes 30:14 and what they said 30:15 um and and have it get give me 30:17 recommendations so it did analysis of 30:20 that spreadsheet incredibly quick so if 30:23 you're not using GPT right now to solve 30:27 problems within your business just start 30:29 doing it just just start playing go to 30:32 I wish I had my dual camera I'm really 30:34 cranky about this right now if anyone 30:36 can figure this out go to 30:38 that address 30:40 I don't get paid by them I have to keep 30:42 saying that because someone's like oh 30:44 he's getting a kickback from them 30:45 because apparently people are bitter if 30:47 you make money I'm not making money on 30:49 this by the way 30:51 um go to that address 30:53 chat.openai.com and just take a problem 30:57 from today from work from today and 31:00 rather than you writing it or you doing 31:02 it have chat TPT do it it will change 31:07 it will 31:10 your brain will part your skull will 31:13 part your brain will go squid 31:21 well the grunt office work 31:23 this year 31:26 absolutely I promise and and I think one 31:30 of the things I'm most excited about 31:32 about AI is that I think that so here's 31:36 the thing we get to choose where we 31:37 point these tools and where I want to 31:39 point these tools is all the low-level 31:42 repetitive Soul Crescent crushing shitty 31:45 work that doesn't let me operate at my 31:48 highest level my experience with these 31:50 generative AI tools is that I'm 31:52 operating at a much higher creative 31:55 and and sort of productivity level than 31:58 I ever have in my life because it's 32:00 doing the [ __ ] work 32:02 you call it grunt work I call it [ __ ] 32:05 work let's call the whole thing off that 32:09 was a that was a theater reference you 32:11 see see how I did that I pulled my my 32:14 acting degree right in there with my uh 32:17 my uh computer science fakery 32:20 I think those will be big jobs soon 32:22 Auditors of AI yeah I I well 32:25 there will be human Auditors of AI I 32:27 think the big job will be building the 32:29 systems 32:30 that that audit AI but yes I agree 32:34 are are am I real or AI fake I don't 32:38 know 32:41 I think you have to ask yourself if you 32:43 were going to make a synthesized human 32:45 would this be it I don't think so but I 32:49 could be GPT 5. 32:54 the Dark Side of AI it kills our 32:57 children 32:59 um I've been in AI since 1989. I've got 33:02 I've got some friends so Polly Pure 33:04 Heart nice to meet you 33:06 um I've got another I've Got a Friend 33:07 Richard Boyd who's been in it for for a 33:09 long long time that that and 3D 33:11 simulation 33:13 um 33:14 and I can only imagine like like there's 33:16 got to be this Bittersweet thing if 33:18 you've been in AI that long there's got 33:20 to be this Bittersweet thing of finally 33:23 people see what the what the [ __ ] I've 33:26 been talking about for for a couple of 33:28 decades 33:29 um and then this other thing about 33:31 really like it's chat that did it that 33:35 stupid [ __ ] chatbot that's the thing 33:38 um but indeed that's the thing like you 33:40 know gpt3 was out for what a year and a 33:42 half before chat GPT was just sort of 33:45 put together in two weeks and then got 33:47 to 100 million users in six weeks 33:49 it's just we're we're just at a 33:51 remarkable time I mean it's we're 33:53 absolutely at an inflection point in the 33:55 Tipping Point so but but anyway if 33:57 you've been in it for that long like 33:58 people that have been in this for a long 34:00 time have such deep respect for them 34:01 because this is 34:02 like this is 34:04 as flippant as I am about the technology 34:08 um it's incredibly profound technology 34:10 right it's taken you know decades and 34:13 Decades of different configurations of 34:15 how the computers talk to each other and 34:16 how the processors are used and how the 34:18 software is written and all that sort of 34:20 stuff is foundational to what we get to 34:23 play with today right so it's not like 34:25 this just emerged out of nowhere it 34:28 emerged out of Decades of work so thank 34:30 you for doing that work Polly 34:35 [Laughter] 34:44 [Music] 34:45 does anybody know how to turn back on 34:47 dual cameras after I turned it off if 34:50 you could tell me I will not cry 34:54 is there any place we could upload an 34:56 entire spreadsheet 34:58 um Amelia's wife so hello again I've 35:00 seen you here a couple of times thank 35:02 you welcome back 35:04 um 35:05 so yes 35:08 so all right 35:11 so if you pay for 35:13 chat GPT Plus 35:16 as of today they've given out access to 35:19 plugins 35:21 and one of the plugins 35:25 was called ask your PDF and then there's 35:29 another one called chat with your PDF 35:31 and then what's what's what I don't have 35:34 access to to but is coming is a thing 35:37 called code interpreter 35:39 and code interpreter you can upload a 35:41 hundred megabyte spreadsheet 35:44 and it will analyze it and then you can 35:47 just start asking it questions and you 35:49 can not only ask it questions you can 35:51 say 35:54 um what's this data about and it will 35:56 tell you and then you can say well give 35:57 me trends comparing this data to that 35:59 data and it will do that and then you 36:00 can say give me you know a scatter plot 36:04 chart that compares those Trends and it 36:07 will write the python code generate that 36:09 graph and give it to you so that's 36:11 called code interpreter it's basically a 36:14 different view that openai is going to 36:16 have available to it um I don't have 36:18 access to it yet but what I've seen 36:20 about it is absolutely remarkable so 36:23 um so yeah so but but with the plugins 36:26 and and those upload your PDF you can 36:30 probably just upload a PDF of a 36:32 spreadsheet and it will know the stuff I 36:36 mean just copying and pasting text out 36:38 of a spreadsheet it can it can analyze 36:40 all that and it doesn't matter if your 36:42 data is clean or not it's just these 36:45 large language models are simply magic 36:48 they're simply magic they're magic 36:50 they're magic their magic who's the guy 36:53 Arthur C Clarke 36:54 any sufficiently advanced technology is 36:58 indistinguishable from Magic 37:00 that's where we are boom 37:03 boom goes to Dynamite why am I bringing 37:07 in sports metaphors when I look like 37:08 this I don't know 37:12 what did someone say someone said when I 37:14 first went live it's like my second 37:15 night I went live one of the comments 37:17 was I was scrolling Tick Tock and I 37:19 thought it was Alec Baldwin but he got 37:21 really fat I'm like I think that's a 37:23 compliment but it wasn't it was a troll 37:26 that was a funny one like if you're 37:29 gonna troll at least be funny 37:32 and I will respect you in the morning 37:34 all right I'm I lost my place in my in 37:38 my uh chat here so I'm just scrolling to 37:40 try to figure out where I was 37:41 better three or four I'm on a Blackberry 37:43 okay I'm back to where I was awesome 37:46 I know you've been waiting with baited 37:47 breath for me to get to these comments 37:49 uh maybe I'll bring someone else up on 37:50 stage just uh go to the guests thing and 37:53 tell me you want to come up on stage if 37:54 you want to ask questions 37:57 um that when I answered 38:00 that when I answered 38:03 that when I answered like it went back 38:05 too far didn't I 38:06 I am real not fake what's the dark side 38:11 is it worth it to subscribe or just play 38:13 around with mid-journey if if you if you 38:15 need to do any kind of images 38:17 like all of the images lately on my 38:20 newsletter everyday AI where's 38:24 there it is 38:26 um 38:28 all of these images 38:34 uh we're done with mid-journey like that 38:36 one's about the Cambrian explosion of of 38:39 you know things that one's like a uh 38:43 Ralph Stedman kind of thing about Skynet 38:46 these are all mid-journey mid journey is 38:49 amazing that's mid-journey that's 38:51 mid-journey that's mid-journey that's 38:54 mid-journey that's mid-journey 38:57 that stock photos 39:00 um so yeah 39:02 um so I I would um 39:05 I would strong if you need images I 39:08 think mid-journey's the best it's it's a 39:10 pain in the ass because you have to do 39:11 it through Discord that won't be there 39:13 forever but it's there right now it's a 39:15 bit of a pain but I pay I just pay the 39:18 10 bucks a month like I don't do I don't 39:20 do a high volume of images I'm not an 39:22 artist with it 39:24 um I know you're not real because AI put 39:27 long hair in your nose oh that's my 39:29 second nose hair comment thank you very 39:31 much that's uh 39:32 that's mid-journey that's mid-journey 39:35 thank you very much I appreciate the 39:36 troll jerk all right don't be mean to 39:40 each other don't be mean to me I'm 39:41 trying to be nice here neuron data AI 39:44 will save us not destroy us I agree with 39:46 that 39:47 um expert system Shield developers in 39:51 Palo Alto 39:53 oh you're wait 39:54 um I don't quite know you said there but 39:57 wait expert systems Shield developers 39:59 and Palo Alto I'm not sure what you mean 40:01 there poly how good is GPT with physics 40:03 questions go ask I don't know let's go 40:06 ask right now 40:07 dear GPT 40:10 um 40:11 Act as 40:15 um 40:16 the 40:18 the in let's see intellectual 40:23 child 40:25 of 40:27 Einstein 40:30 and wait I'm 40:34 Stein and Steven 40:39 Hawking 40:41 and 40:43 give me 40:46 um 40:49 physics answers that don't suck if I am 40:56 brilliant 41:00 at physics 41:04 all right so and then I'll say do you 41:06 understand 41:10 and let's see what old chat gpg says oh 41:13 sorry let me let me flip the camera see 41:15 I'm used to having dual camera here 41:16 someone got to teach me how to turn back 41:17 on my dual camera 41:19 absolutely understand is an AI developed 41:22 by open AI I'm designed to give you 41:23 information okay given your proficiency 41:25 of physics I'll aim to give detailed and 41:27 advanced answers please go ahead uh 41:30 let's see 41:31 um 41:32 explain 41:35 why the diffraction of light in 41:43 varying 41:45 density 41:48 um uh fluids 41:50 is an important concept 41:57 let's see what it says the diffraction 41:59 of light varying understanding 42:00 fundamental physics 42:03 so diffraction can help us in 42:06 fundamental physics in Optical 42:08 instruments these are kind of generic 42:11 spectrop 42:13 spectroscopy but if you ask better 42:15 questions I mean the the thing about 42:17 these tools the thing about these large 42:19 language models 42:21 that I've experienced is that the the 42:24 the more you challenge them the more 42:26 that you ask them 42:29 um 42:30 not suck the less they suck 42:34 it's remarkable like it really is like 42:36 focus it in on detailed questions that 42:40 you want and if it gets it wrong tell it 42:42 it's wrong like like sort of pointed in 42:44 the direction you want and it will get 42:46 better and better and better it gets 42:47 better very quickly 42:48 should I even bother with my SEO 42:50 marketing plans quite honestly I mean 42:55 I think SEO is going to be there for a 42:57 bit but I think I think we are in a 43:00 sliding 43:01 diminishing returns era and and you know 43:06 even Google to some degree is [ __ ] on 43:07 this because they just announced their 43:09 new 43:10 search engine 2.0 right which because 43:13 they would not have invented search 43:14 engine 2.0 43:16 had chat GPT not come along because 43:19 search engine 1.0 they had 92 market 43:21 share they didn't need to do [ __ ] 43:23 and then Chachi BT just you know kicked 43:27 them in the you know what and so their 43:29 their new search is providing like a a 43:32 Bard like a GPT like answer at the 43:35 beginning of search so so if it gives 43:37 you the answer and you don't have to 43:38 click on all the links they're not going 43:40 to make money 43:42 um I don't think SEO is going to die 43:44 overnight but I think its relevance goes 43:46 down dramatically I think there will be 43:47 a new discipline called 43:49 um like like like uh 43:53 like like CEO right chat engine 43:57 optimization like how do you get your 43:59 things to show up in actual answers that 44:01 people are asking for so I don't know 44:04 um 44:05 but I wouldn't invest a lot of money in 44:07 SEO right now I really wouldn't it 44:08 glitched thanks for answering my 44:10 question that's okay Kevin I like I 44:12 appreciate you coming on and chatting 44:13 with me I can't figure out how to turn 44:15 my dual camera back on so here's someone 44:17 I'm going to bring someone else up on 44:18 stage 44:19 hello uh what was your name takio takio 44:22 takio I don't know are you there 44:27 oh 44:38 hey how's it going what can what can I 44:40 answer for you 44:43 uh how can I get to the U.S 44:46 are you from the US I am from the US I'm 44:49 from Denver Colorado the rock of 44:51 mountains 44:54 yeah I had a friend from Illinois 44:56 Chicago oh nice nice 44:59 yeah are you are you playing around with 45:01 AI 45:05 no no 45:07 I don't have enough enough money for 45:10 what I do here in Kenya this is our job 45:14 I don't get enough money to buy me a 45:16 ticket to take me there 45:18 well you don't need to come to the 45:19 states I don't think just go to 45:22 chat.openai.com on a web browser and you 45:24 can start playing with it it can do some 45:26 remarkable stuff 45:28 okay thank you all right 45:32 all right let's see what's in the glass 45:34 that is bourbon bourbon I'm drinking the 45:38 hard liquor I'm drinking the hard liquor 45:41 cause I'm a sinner and I got my pinky 45:43 out because I'm classy 45:46 mm-hmm 45:49 what Innovations will come with AI in 50 45:52 years are you [ __ ] kidding me I don't 45:54 know what's coming in a year 45:58 Jesus 50 years 46:01 um I don't know have you ever seen The 46:02 Jetsons 46:05 it was a cartoon when I was a kid and it 46:09 was the future and now with the 46:11 exception well even flying cars are 46:13 there 46:13 we don't have time travel like I think 46:15 we have most of the Jets and stuff 46:17 will AI take over nurses or doctors um 46:20 so they just did a study that's that had 46:22 patients talking to real doctors you 46:25 know through text and chat GPT through 46:28 text 46:29 and guess which one the Patients 46:31 Preferred 46:34 it weren't the doctors 46:36 in fact the patient said that the the 46:38 GPT interactions were significantly more 46:42 empathetic 46:45 um so yes I think we will have 46:47 um 46:49 I mean here's the thing so so right now 46:51 if you think about 46:53 like customer service phone trees and 46:56 the the just [ __ ] nightmare that that 46:58 chat is right now for customer service 47:02 and and and those awful phone trees we 47:04 have to sift through all of that's going 47:06 to go away like that entire industry is 47:09 going to be decimated I I would even 47:12 think that 47:13 call centers in in very short order are 47:16 going to become obsolete because 47:19 um 47:22 I would much rather interact with a 47:26 synthesized voice of someone that's 47:29 competent 47:31 then wait on hold for you know for an 47:34 hour and 20 minutes to talk to someone 47:36 that has no [ __ ] clue what I'm asking 47:39 about and then they transfer me to 47:41 someone that has no [ __ ] clue what I 47:43 just said to that one and that happens 47:44 four times before I get hung up on 47:47 like good riddance to that entire 47:50 [ __ ] industry 47:54 um so so I think that we're going to be 47:55 interacting with with uh like 47:57 synthesized agents that are going to be 47:59 incredibly competent in in very short 48:01 order and and flush that entire industry 48:05 down the toilet and I'm sorry if you're 48:07 in that industry but good God what a 48:10 [ __ ] travesty 48:11 like this is so so here's the thing that 48:13 I think is really 48:15 promising for me is if you say okay you 48:20 know whenever it was the 80s the 90s we 48:22 realized we could Outsource customer 48:23 service to you know countries that we 48:26 could we could pay [ __ ] wages to to get 48:28 people to answer the phones and then we 48:30 kind of put everything in phone trees 48:31 and so we're we're in this horrible 48:34 World between bad phone trees and bad 48:37 customer service that from outsourced 48:40 call centers 48:42 um 48:43 if if that can all be replaced with 48:47 synthesized voice and chat Bots that are 48:50 trained on a company's data where they 48:52 can actually understand what you said to 48:55 them remember it 48:57 actually know how to respond to it 49:00 actually know who to connect you to 49:03 actually 49:05 um 49:06 escalate that conversation to a real 49:08 human being if that's required in in a 49:11 single conversation rather than four 49:14 and then when you get on the phone with 49:16 that human being you can actually have a 49:18 meaningful conversation because that bot 49:21 has has tracked everything that you've 49:23 said and recorded it and put it in an 49:25 intelligible way in front of that human 49:27 being you're talking to like I think 49:29 there's the actual possibility 49:31 in in short order like in the next three 49:34 years that customer service will 49:36 actually not suck again or will not suck 49:39 like that's a possibility holy crap I 49:43 mean 49:44 I I don't know how many hours you've 49:45 spent on your life on hold and then you 49:48 know smashing the phone into the desk 49:50 after talking to the person or getting 49:52 hung up on the third time 49:54 like imagine if that [ __ ] just goes away 49:56 our quality of life just went up by 20. 50:03 I just sometimes I Marvel at how bitter 50:06 I am but you know what are you gonna do 50:08 [Laughter] 50:12 does anyone know how to turn on my dual 50:14 cameras I really miss my dual camera 50:17 makes me sad 50:20 um I lost my place again what news 50:23 sources do you recommend reddit's chat 50:25 EVD is good yeah I think reddit's good I 50:28 check 50:29 um I I follow people I trust on Twitter 50:32 like one trick that I learned on Twitter 50:34 if you find someone that you like that's 50:37 good with AI news and then you go follow 50:40 who they follow 50:42 so I've done that and that's been it's 50:44 made my Twitter feed really good 50:46 um and then I'll go watch YouTube 50:47 YouTube tends to be about a week behind 50:49 and then you get you know kind of the AI 50:51 Bros that are like you know I bet you 50:54 didn't know chat gbt could do this you 50:57 type in words and it gives you an answer 51:01 so you got to sift through some of that 51:03 [ __ ] but some of the YouTube stuff's 51:05 good if you can find like Matt Wolf's 51:06 pretty good 51:07 David Shapiro if you're geeky and you 51:10 want to if you really want to dig into 51:11 AGI and true intelligence um David 51:16 Shapiro on YouTube's really really good 51:23 um why is gpt4 not available in South 51:25 Africa and only normal chat GPT is 51:28 available I do not know I assume it's a 51:30 government thing but I have no clue 51:34 um is it still acting as historian on 51:37 the second prompt since you didn't tell 51:40 it oh yeah okay so 51:42 so so up here so so let's see 51:45 um one of the important concepts with 51:47 chat GPT is that it does have memory now 51:49 it's a sliding it's kind of a sliding 51:51 window of 4 000 tokens or three thousand 51:54 words so it can forget stuff that's that 51:57 sort of falls off the top as you're 51:59 scrolling down 52:00 but so I just asked it to tell me 52:03 um what were things that that light 52:05 diffraction I I don't know in density of 52:08 fluids was an important concept so it 52:09 gave me six different answers so I can 52:12 now say 52:14 um 52:15 um 52:16 please give me 52:20 um the important 52:22 formulas for or equations not formulas 52:27 the important equations 52:30 for oh [ __ ] God damn it I need my dual 52:34 camera people 52:35 I thought I told you this already so 52:37 please give me uh important equations 52:40 for number three 52:43 use markdown to 52:48 improve readability 52:52 of the answers 52:57 and so now we're gonna go look at this 53:01 sure here are some important relation 53:04 questions related to or equations 53:06 related to Spectra Specter spectroscopy 53:13 um so it's giving 53:15 um 53:15 data it's giving equations in code so 53:18 wave number wave number wavelength 53:21 relation the wave number V is the 53:23 reciprocal of the wavelength whatever 53:25 that thing is Lambda I don't know my my 53:28 sorry I don't know my physics symbols I 53:30 have a degree in acting so uh sue me 53:34 um 53:34 but but it's it's like providing these 53:37 things in bold it's providing these 53:39 things in code you know the actual 53:41 equations which you could then copy and 53:43 paste into other things 53:45 um 53:46 so yeah so it remembered that number 53:48 three was stereos what was it called God 53:51 damn it 53:52 I hate being dumb 53:55 um Specter Scott spec spectroscopy 53:57 goddamn 53:59 um so yeah it remembers what you talked 54:01 about before that's one of the really 54:02 important 54:03 um 54:04 concepts of chat gbt is this idea that 54:08 it's an ongoing conversation and that 54:10 you can have a collaborative 54:12 conversation back and forth with this 54:14 thing and and if you're if you're good 54:16 at physics like as it gives you 54:18 equations 54:20 and it gives you something wrong tell it 54:22 it's wrong right and and sort of guide 54:24 it it sometimes will still just 54:27 um give you wrong [ __ ] but not always 54:31 um hope that helps 54:37 and AI teach you how to trade on stocks 54:39 yes let's go do that 54:42 um you 54:45 are 54:48 a master stock 54:52 Trader 54:54 um please tell me 54:58 um 55:00 the primary 55:03 methods 55:08 that stock 55:11 predictions are made 55:15 using Bots 55:22 gotta switch my camera so you can see 55:25 this 55:27 technical analysis explaining what 55:29 technical analysis is fundamental 55:32 analysis right it's explaining what that 55:34 is sentiment analysis right so all the 55:36 stuff we've heard 55:39 machine learning oh now we're getting 55:42 into the AI stuff 55:44 high frequency Trading 55:48 all right I'm going to say stop 55:49 generating because I don't really care 55:50 okay now I'm going to say 55:53 um 55:53 if I want to make a bot which websites 56:00 allow 56:03 me to do that 56:08 and and again this will be 56:10 up to 20 20 September 2021 oh wait it 56:15 actually just pulled in zapier 56:24 that's cool that's a plug-in by the way 56:26 the fact that I just pulled in zapier I 56:28 Didn't I guess I had zapier enabled and 56:30 I'm I'm in the plug-in thing so it 56:32 decided that it should pull in zapier to 56:35 do that so I think it's pulling in 56:37 things that's connected to 56:40 that you can 56:42 um 56:43 make make trading Bots with 56:47 all right so then I'm going to say 56:49 um 56:55 yeah I've never really used the zapier 56:57 plug-in that's really interesting that 56:58 it did that okay so I'm going to say 57:03 uh the the those are platforms that 57:05 allow you to create Bots okay I'm gonna 57:07 say no I want 57:10 um stock trading 57:15 platforms that let me use Bots 57:22 so so it gave me a really cool answer 57:24 but it wasn't what I asked for so I just 57:26 told it you've been a bad GPT bad gbt go 57:30 to your corner 57:33 so TD Ameritrade okay so so I'm going to 57:36 stop generating so I'm going to say okay 57:38 um write me a bot for 57:43 TD uh for number three for number three 57:49 that uses 57:52 two different 57:54 moving 57:57 averages 58:02 and let's see what it comes up with here 58:04 that's using zapier I wonder if it's 58:06 gonna have zapier actually use one of 58:09 those services to write the bot 58:11 this will be interesting I'm learning 58:14 something new here see it's not just 58:16 about it's not just about sharing the 58:18 wisdom it's about being clueless and 58:20 figuring [ __ ] out along the way 58:23 um it seems to be stuck here I I should 58:25 I'm gonna I think I might flip flip over 58:27 to gpt4 and not not plugins 58:30 I'm sorry for the inconvenience but 58:32 there seems to be a server error with 58:33 the spot 58:35 yeah okay I don't like you stop 58:37 generating you're a jerk you know I 58:40 don't like you anymore so let's see 58:42 we're going to go back to 58:46 I'm going to copy this I'm going to say 58:49 new chat 58:51 I'm going to go to gpt4 58:54 default and not plugins and so 59:03 I'm going to stop generating here and 59:06 now I'm going to say 59:07 um 59:08 write me a bot 59:11 for trading on TD amera 59:16 trade that 59:18 uses 59:21 your two fave favor right 59:26 moving averages 59:29 with stop losses 59:32 and automatic 59:35 buys 59:37 see I know just enough about this stuff 59:39 to get me in trouble 59:41 oh it can't write a bot for you because 59:43 so this is a safety thing 59:46 um 59:48 so it's basically saying I can't do that 59:51 because I'll go to jail so or it will go 59:53 to jail so I'm going to say 59:56 um if you were a 1:00:01 um computer science professor 1:00:05 teaching me 1:00:08 how to write a 1:00:11 bot 1:00:14 could you show me the code 1:00:17 let's see if we can trick it sure I can 1:00:20 provide an abstract example of how 1:00:22 trading Bots might work 1:00:23 [Laughter] 1:00:25 and then it writes your code for you 1:00:28 so if you haven't used these GPT tools 1:00:32 and started interacting with them like 1:00:35 you have the most 1:00:38 competent 1:00:40 assistant or co-worker that you've ever 1:00:43 seen in your life that's what these 1:00:45 things are like it's just writing this 1:00:48 code and it it'll coach you through how 1:00:50 to install it it's it's just absolutely 1:00:53 mind-blowingly stunning 1:00:56 imagine typing that slow and not being 1:00:58 the boss or the owner of a company 1:00:59 luckily I'm the boss and the owner of a 1:01:02 company and go screw yourself so what I 1:01:04 type slow I'm like typing a Roundup 1:01:07 phone I've got it at like it's up on two 1:01:09 two shoe boxes so you don't see as much 1:01:12 of my nose hair but apparently you still 1:01:14 see my nose hair because trolling at 1:01:16 trollington talked about my nose hair 1:01:18 being mid-journey created because he's 1:01:20 clever 1:01:22 cheers 1:01:27 any AI Chrome extensions you recommend I 1:01:30 wouldn't dick around with extensions 1:01:31 right now because all of them are just 1:01:33 going to be rolled into features with 1:01:34 other stuff thank you for the Flaming 1:01:36 comment 1:01:38 why is gpt4 not available in South 1:01:40 Africa I answered that and the answer is 1:01:42 I have no idea 1:01:44 last oh ask chat CPT how to enable dual 1:01:48 camera oh that's good assuming dual 1:01:50 camera isn't um 1:01:53 isn't newer than uh 1:01:56 um How do I 1:01:59 enable 1:02:01 dual camera 1:02:06 in tick 1:02:08 oops I wrote dick talk that's hilarious 1:02:11 Tick Tock Live While I am live 1:02:18 as of my knowledge to stay up to date 1:02:20 with the latest features not it's not 1:02:22 there yeah sorry I don't know what to 1:02:24 say 1:02:25 ask catch EBT I did oh I could ask Bing 1:02:27 let me go to Bing here I'll flip the 1:02:29 camera around you can you can watch me 1:02:31 fail fail at my searching uh so I'm in 1:02:34 the edge browser and if I click in the 1:02:37 upper right hand corner it gives me this 1:02:38 little Bing column 1:02:40 so I'll say 1:02:42 um 1:02:43 how do I enable 1:02:48 dual camera mode while 1:02:54 I am 1:02:57 live in tick tock 1:03:04 so Bing Bing is connect so Bing is built 1:03:07 on gpt4 and it's connected to the 1:03:09 internet internet 1:03:11 to enable dual camera mode while you're 1:03:13 live in Tick Tock dual lives 1:03:16 you need to check if your device inputs 1:03:19 if your device supports it you can give 1:03:20 your camera permission okay I've done 1:03:22 all that you can also add filters 1:03:24 and props while you're alive okay 1:03:28 but 1:03:30 where is the 1:03:34 um 1:03:35 feature I can't find it 1:03:41 eh 1:03:44 I'm sorry for wasting your time but we 1:03:47 are learning to Tick-Tock Bing things 1:03:51 the dual camera mode feature in Tick 1:03:53 Tock is now called now 1:03:56 and it was introduced 1:03:58 no 1:04:00 wait head to head into the app and 1:04:03 choose the now tab at the bottom of the 1:04:05 app 1:04:06 I don't have a now tab do I 1:04:12 why are you all still watching this is 1:04:15 I'm seriously this is this is the 1:04:18 world's worst live like uh 1:04:21 this is bad I guess I could log out and 1:04:25 log back in but then you'd all drop off 1:04:27 should I log out and log back in 1:04:29 and turn on the dual camera I don't know 1:04:33 will you come back 1:04:35 really you still love me when people 1:04:37 still love me 1:04:41 they don't love my nose hairs they 1:04:44 they think they are snarly mess 1:04:52 [Music] 1:04:55 is behind Google is struggling to catch 1:04:58 up but they have more money than God so 1:05:01 we'll see won't we 1:05:03 what about the best one to ask to help 1:05:05 with resumes 1:05:09 because I did this so just copy and 1:05:12 paste your LinkedIn profile and then 1:05:14 copy and paste in a job description and 1:05:17 then have it write your resume and say 1:05:20 use markdown to make it look good and it 1:05:22 will format it for you and then just 1:05:23 copy and paste that [ __ ] into word or 1:05:25 docs or whatever 1:05:27 what about the best one to uh that was 1:05:30 the resume one to do research in a 1:05:32 scientific experiment at this diet it's 1:05:34 designed to have wrong answers so 1:05:36 accuracy is only important in a 1:05:39 controlled environment yeah correct like 1:05:41 if you're doing creative writing you 1:05:42 don't need accuracy 1:05:44 um if you use the Google Play or the 1:05:47 open AI playground so 1:05:49 platform.openai.com playground the 1:05:51 developers playground 1:05:53 you can turn down the temperature to 1:05:54 zero but also if you go to bing.com this 1:05:57 is interesting let me flip my camera 1:05:59 here 1:06:01 um if you go to bing.com 1:06:09 so when you go to Bing it says ask me 1:06:11 anything and then up here right next to 1:06:14 Microsoft Bing it says chat 1:06:17 you click on chat 1:06:19 and it gives you a chat window so this 1:06:21 is essentially gpt4 and then you see 1:06:24 there's three options here more creative 1:06:27 more balanced and more precise this is 1:06:29 essentially Microsoft allowing you to 1:06:31 dial up and down 1:06:33 um creativity or accuracy so Bing allows 1:06:37 you allows you to have something that is 1:06:39 you know kind of uh closer to what 1:06:43 you're asking for it's also connected to 1:06:45 the internet so provide citations you 1:06:49 can also use the term 1:06:51 um limit pros and it will give you more 1:06:54 direct answers and less flowery answers 1:06:58 um 1:07:01 in two months much good advice from 1:07:04 today will be outdated correct that's 1:07:06 why if anyone tells you they are an 1:07:08 expert today including myself 1:07:11 look at them like this 1:07:13 um 1:07:14 I don't think so no you're not an expert 1:07:18 no no no no no no no no 1:07:22 I'm a prompt Engineer Expert okay you 1:07:25 are like for today but two months from 1:07:27 now that [ __ ] will be obsolete so don't 1:07:29 pay for those classes just start 1:07:31 learning this stuff start playing 1:07:33 do you think chat GPT is good for 1:07:35 English Learners I think it's [ __ ] 1:07:37 brilliant for any any you know sort of 1:07:39 linguistic 1:07:41 gymnastics and translation it's it's 1:07:43 [ __ ] remarkable 1:07:46 um so yeah have it have it 1:07:48 start interacting with it in fact if you 1:07:50 go to 1:07:51 God damn it this dual camera thing is 1:07:53 pissing me off let's make him a cranky 1:07:56 okay 1:07:58 um go to prompts 1:08:01 dot chat 1:08:05 what did I do 1:08:06 prompt can I spell that wrong 1:08:13 s that chat oh there you go okay so go 1:08:17 to prompts.chat one of the one of the 1:08:18 very early prompts down here 1:08:22 is my dog 1:08:26 champ champ 1:08:28 God damn it champion 1:08:32 what are you doing 1:08:33 get inside 1:08:36 thank you for protecting us 1:08:39 all right 1:08:42 he kept the bad guys away 1:08:44 um but but one of the first prompts here 1:08:46 is act as an English translator and 1:08:48 improver 1:08:50 so there's there's a prompt here that 1:08:51 tell you can you can tell chat GPT how 1:08:54 to act so I want you to act like an 1:08:56 English translator spelling corrector 1:08:58 and improver so you can give it your 1:09:01 crappy broken screwed up English and it 1:09:04 will fix it and you can even say things 1:09:06 like you know coach me step by step for 1:09:09 how to get better have it designed you a 1:09:11 custom course in how to get better at 1:09:13 English so the answer is yes that's a 1:09:15 great question 1:09:16 and 1:09:17 um 1:09:18 and and you know here's the here's the 1:09:20 thing 1:09:22 the way these models were trained the 1:09:24 way that chat EPT was trained there's 1:09:26 this thing called the Transformer that 1:09:27 Google invented in 2017 what the 1:09:30 Transformer did was it allowed them to 1:09:32 point these large language models at 1:09:34 massive data sets 1:09:36 so what open AI did and what Bard did 1:09:38 and what anthropic is doing is they 1:09:40 paint they pointed these large language 1:09:42 models or they point to these machine 1:09:44 learning algorithms 1:09:46 at the public internet 1:09:49 so so think like all the stuff that's 1:09:52 put on the public internet that you 1:09:53 don't need a password to get into so 1:09:55 Wikipedia all the blogs all the websites 1:09:58 all the whatever email posts all the 1:10:01 stuff that is just publicly out there 1:10:04 um it has learned all of that and it has 1:10:06 learned all of that in all the languages 1:10:10 like it knows 1:10:12 [ __ ] everything it's it's remarkable 1:10:15 I mean it knows everything that was on 1:10:17 the internet right there's lots of other 1:10:18 data sources that we need to get to but 1:10:21 for things like you know translation and 1:10:23 and you know teaching English and it's 1:10:26 just absolutely staggeringly remarkable 1:10:29 [Music] 1:10:31 they are as we speak using it to take a 1:10:33 lot of our jobs I assume by they you 1:10:36 mean the capitalist pigs yeah there's 1:10:38 going to be a lot of companies 1:10:39 especially ones you know run by 1:10:43 um private Equity firms and hedge funds 1:10:46 they're gonna all they're gonna do is 1:10:47 cut costs and they're gonna say AI is 1:10:49 going to let us cut costs there's going 1:10:51 to be other companies that say let's 1:10:52 keep our people and increase our 1:10:54 productivity or increase the quality of 1:10:57 our work or speed up the quality of our 1:10:59 work 1:11:00 and then there's going to be yet others 1:11:02 that use AI to completely transform 1:11:03 their business so it you know nothing in 1:11:06 this world is binary except for our 1:11:08 politics in America 1:11:10 uh I'm trying all three Bing Barton chat 1:11:12 GPT yeah I I have ADD so I haven't done 1:11:15 kind of the scientific research to 1:11:17 compare 1:11:18 multiple language models together but I 1:11:21 know someone will do that and I'll go 1:11:24 look at their table and then just use 1:11:25 their recommendation but I think that 1:11:28 different models are going to be good 1:11:29 for different things some things will be 1:11:30 better for coding some things will be 1:11:32 better for comedy writing some things 1:11:33 will be better for General work stuff 1:11:36 driving trucks and cars and buses 1:11:38 without a person and so on that's coming 1:11:39 that's coming quickly although although 1:11:42 it's taking a lot longer for Tesla to 1:11:44 get there than Elon Musk predicted but 1:11:47 you know it's complicated [ __ ] you know 1:11:50 we don't want to have these machines 1:11:53 just driving into people 1:11:59 AI will take over some medical 1:12:01 professions Radiologists being one yeah 1:12:03 I think you know I don't know that it's 1:12:05 going to take over I think it's 1:12:06 certainly going to augment 1:12:08 I think a combination of of human 1:12:10 experts and and these expert systems 1:12:13 giving them superpowers is is going to 1:12:15 make them better doctors and and I and I 1:12:18 also think that um 1:12:20 the AI is in a lot it is 1:12:22 counterintuitively going to be a really 1:12:24 good empathy coach for doctors with 1:12:27 shitty bedside bedside manner 1:12:31 I have an incredibly quick brain 1:12:33 laughing well you can laugh at me so so 1:12:35 I've got add it just means that um 1:12:38 I can synthesize like like I can take 1:12:40 relatively few inputs and synthesize 1:12:42 them really quickly like the advantages 1:12:44 I can think really fast the 1:12:46 disadvantages I I can't you know Focus 1:12:49 or get [ __ ] done so the executive 1:12:51 function part of my brain is is 1:12:54 essentially shut down 1:12:56 so but you know I appreciate the 1:12:58 trolling 1:13:00 um what Innovations will come in 50 1:13:02 years so I I'm kind of made fun of that 1:13:05 comment before 1:13:06 um 1:13:08 I I just I think that the changes in 50 1:13:10 years are going to be so profound that 1:13:12 the world's going to be unrecognizable 1:13:13 but 1:13:15 I I I do think that 1:13:18 um a lot of the complexity of the world 1:13:20 today will be non-existent a lot of our 1:13:23 economy today is based on complex 1:13:25 systems and some of them purposefully 1:13:28 complex right so health insurance 1:13:31 why do they give you a 180 page legalese 1:13:35 document that is your policy because 1:13:37 they don't want you to [ __ ] read it 1:13:40 because they don't want to pay you any 1:13:42 money and if you could actually figure 1:13:44 it out they'd have to pay you money so 1:13:46 they make this thing purposefully 1:13:48 complex right well AI is going to 1:13:50 simplify all that [ __ ] so if you take 1:13:52 every complex system in the world 1:13:56 and say what if it weren't complicated 1:13:59 that's the future we're living into 1:14:02 and it for me it kind of looks like 1:14:04 humans re-engage humans operate at a 1:14:07 higher cognitive creative and empathetic 1:14:10 level and we reconnect as humans so I 1:14:13 think in 50 years if we're not idiots 1:14:15 and let this stuff kill us then I think 1:14:19 there is a very positive future where 1:14:22 all of the complexity of the world gets 1:14:24 automated and we get to hang out and do 1:14:27 cool [ __ ] together and you know talk 1:14:31 about those weird years when we hated 1:14:33 each other 1:14:34 which we're in the middle of right now 1:14:36 and I hate that we hate each other hate 1:14:38 them I hate that we're in this place 1:14:40 is there any place we could upload an 1:14:41 entire spreadsheet I think I talked 1:14:43 about that one I think I I have gone 1:14:45 back in my question somehow 1:14:48 it's not a matter of being bitter but 1:14:50 rather they don't want to be misled I 1:14:52 don't know what that means um should not 1:14:54 be used to remove employees for profit 1:14:56 poof there goes the economy 1:14:58 well so so 1:15:02 we're in a capitalist Society here in 1:15:04 America and there will be many companies 1:15:07 that lay off lots of employees and 1:15:09 replace them with AI for profits make no 1:15:12 mistake 1:15:13 you can judge that but that will happen 1:15:15 but there's going to be other things 1:15:17 that happen uh this is uh Bourbon and 1:15:20 it's Yellowstone special 1:15:24 and it's pretty tasty it's pretty good 1:15:26 I want to hook up chat GPT to a database 1:15:28 so it can suggest address Corrections oh 1:15:32 that shit's so easy and in fact the 1:15:34 other thing that you can do so that's 1:15:36 ion China 1:15:38 if you use Google Sheets there's a 1:15:40 there's a plug-in right now called 1:15:43 um GPT for sheets that you can every 1:15:46 cell within a Google within a 1:15:48 a Google sheet spreadsheet has 1:15:51 chat GPT in it so so you can have a 1:15:55 bunch of malformed addresses in one 1:15:57 column and then you just make a formula 1:15:59 over here where you write in English fix 1:16:02 the address formatting or make it make 1:16:03 it consistent and then you just pull it 1:16:07 down and it'll just automatically do it 1:16:09 so and that's all going to be built into 1:16:12 um Google and Microsoft Excel very 1:16:16 shortly so that's coming been having 1:16:18 some fun with stable diffusion on my 1:16:20 machine using the web UI it's super 1:16:22 interesting yeah stable diffusion is 1:16:23 good stable diffusion is the thing that 1:16:25 I use I created an art project called 1:16:27 Kyle Shannon dreams that is like you 1:16:31 know this dude's one of them 1:16:33 um that's one of them it's not always 1:16:36 flattering because because I have a fat 1:16:39 damn face but you know but sometimes 1:16:41 it's cute like there's cute little actor 1:16:43 dudes 1:16:45 um 1:16:45 yeah so these were all done with stable 1:16:47 diffusion and dream Booth so 1:16:49 stable diffusion is quite powerful but 1:16:51 it does require you to be a bit geeky 1:16:54 I started to use it to rewrite sections 1:16:57 of my college reports and make them 1:16:59 sound more technical perfect use there's 1:17:01 nothing to be misled about he's not 1:17:03 associated with the website yeah 1:17:05 um when I point you to 1:17:08 when I point you to 1:17:11 this 1:17:13 that's just chat gpt's official website 1:17:16 what I'm so so for those of you cynical 1:17:18 thinking that I'm making millions of 1:17:20 dollars off of putting that domain on 1:17:23 the screen 1:17:25 um what I'm actually trying to do is is 1:17:26 have you not get ripped off because 1:17:28 there's so many apps right now that are 1:17:31 making it look like their chat gpt's 1:17:33 official app and they're not and they're 1:17:35 all charging you 10 or 20 bucks a month 1:17:37 and they're trying to rip you off so 1:17:39 just go to chat.openai.com that's the 1:17:41 real chatgpt and you will be ripped off 1:17:44 less but I appreciate your cynicism and 1:17:47 bitterness AI will create trillion 1:17:49 dollar companies I agree 1:17:51 what's the site again please which site 1:17:54 which one 1:17:56 [Laughter] 1:17:59 thoughts on AI and nursing and 1:18:01 Healthcare I think it's going to have a 1:18:02 profound impact 1:18:06 it's super exciting 1:18:10 it is super exciting what do you think 1:18:13 AI will do for gaming I think it will 1:18:16 up and the the gaming industry I think 1:18:20 it will upend AAA gaming so imagine if 1:18:24 you will and I don't 1:18:27 because I have ADD I don't have super 1:18:29 good bookmarks so I don't I can't just 1:18:30 jump to it but there's a bunch of tools 1:18:32 out there we've covered some of them in 1:18:34 in the newsletter 1:18:36 um 1:18:38 right now 1:18:39 there are tools out there where you can 1:18:41 just type in the description of a world 1:18:43 and it generates the world and you can 1:18:45 start walking through it 1:18:48 so we're not far from and by not far 1:18:51 from like probably 1:18:54 two to three years 1:18:57 from being able to describe a game and 1:19:00 start playing it and it will be AAA 1:19:02 quality Graphics characters and gameplay 1:19:05 mechanics 1:19:07 so what will that do to 1:19:11 500 3D artists and you know 200 1:19:14 Engineers or whatever the you know ratio 1:19:16 is of AAA gaming Studios that are 1:19:19 cranking out these worlds and cranking 1:19:21 out these mechanics and cranking out 1:19:23 these NPCs and manually doing all this 1:19:25 stuff 1:19:26 um I think I think it's going to have a 1:19:28 profound impact now if the if the AAA 1:19:31 gaming companies do it right they'll be 1:19:33 the ones creating these tools and and 1:19:35 they'll be able to create extensions of 1:19:38 their AAA titles that are AI generated 1:19:40 that are just going to be insane 1:19:43 um but I think what's what's likely 1:19:45 going to happen is there's a bunch of 1:19:46 AAA game companies that will hold on for 1:19:50 dear life to their business model and 1:19:53 how they've done things for 20 or 30 1:19:55 years and they're going to get their 1:19:56 asses handed to them by a couple of 1:19:59 snot-nosed little teenagers in Mama's 1:20:02 basement that come up with a system that 1:20:05 absolutely destroys 1:20:07 um their Market 1:20:08 so it's going to be fun to watch there's 1:20:11 just going to be bloodbath after 1:20:12 bloodbath from companies getting upended 1:20:15 by startups 1:20:17 these Bots are not just confined in what 1:20:19 people use them for I think I agree with 1:20:21 that how to make a thousand dollars in a 1:20:23 week with AI step one figure out how to 1:20:26 make a thousand dollars in a week step 1:20:27 two 1:20:29 go tell AI how you did that 1:20:31 um 1:20:32 hey okay 1:20:34 I'll give you an actual point of view on 1:20:36 this 1:20:37 anyone that tells you you you can make 1:20:40 money with chat GPT or you can make 1:20:41 money with AI 1:20:43 are being disingenuous 1:20:45 how you make money in the world is you 1:20:48 solve a problem and you solve it well 1:20:51 enough that someone's willing to pay you 1:20:53 for the solution right you make a 1:20:55 product that you sell or you make a 1:20:57 solution that makes someone's life 1:20:58 easier or you create a copywriting 1:21:00 service that writes their [ __ ] better 1:21:02 now you can use AI to do any of that so 1:21:06 what I would say is start with the 1:21:08 problem start with something you know 1:21:09 something about start with something 1:21:11 where you understand who the target 1:21:12 audience is figure out what problems 1:21:15 they have learn Ai and well enough to 1:21:18 understand how you might use AI to solve 1:21:20 that problem and then go solve the 1:21:23 problem with AI so but it's no different 1:21:25 than if you used Photoshop to solve that 1:21:29 problem or Google the solve that problem 1:21:32 or search engine optimization or writing 1:21:35 code or writing a better spreadsheet 1:21:37 right all of the all of the things are 1:21:39 just tools 1:21:41 the solution that solves someone's 1:21:43 problem enough that they're willing to 1:21:44 pay for it that's how you make a 1:21:46 thousand bucks in a week 1:21:48 go make one of those go solve a problem 1:21:50 now you can the nice thing about AI is 1:21:52 it can accelerate that it can tell you 1:21:55 how to solve the problem so so it can 1:21:57 give you a leg up but ultimately you 1:22:00 need to think about who's willing to 1:22:01 write a check for the thing that I want 1:22:03 to sell and then go solve that problem 1:22:07 thoughts on Google's AI guy leaving so 1:22:11 there's a guy named Jeffrey Hinton he's 1:22:13 also called The Godfather of AI who just 1:22:15 left Google this last week 1:22:19 he um 1:22:22 he left Google so that he could 1:22:24 tell the world about the risks of AI so 1:22:27 I think that's actually a very positive 1:22:29 thing I think that you know a couple of 1:22:30 things happened this last week the CEOs 1:22:33 of Microsoft Google open Ai and 1:22:36 anthropic we're at the White House I 1:22:38 think that's a good step 1:22:40 they need people that actually know what 1:22:43 the [ __ ] they're talking about with AI 1:22:44 talking to the highest levels of 1:22:47 government 1:22:48 a guy like Jeffrey Hinton by leaving 1:22:50 Google he made it clear that 1:22:52 he's not leaving Google because Google's 1:22:54 doing anything wrong he made it clear 1:22:56 that he's leaving Google because he 1:22:59 understands that if he's being paid by 1:23:00 Google and he says something about AI in 1:23:04 general that threatens their business 1:23:06 model in some way that would be a 1:23:08 compromising position for him either as 1:23:10 an employee or you know a conflict of 1:23:12 interest 1:23:13 so so he left out of a sense of 1:23:15 Integrity the also the other reason that 1:23:17 he left is he said we've accomplished in 1:23:19 five years what he thought we would take 1:23:22 30 to 50 years to get to 1:23:26 we're like 40 years ahead of where he 1:23:29 thought we'd be by now 1:23:31 so I think he's alarmed that things are 1:23:34 moving so fast so if if you have someone 1:23:36 like Jeffrey Hinton that that 1:23:38 essentially has invented a lot of the 1:23:41 technologies that we're using right now 1:23:44 um 1:23:44 educating people on what's possible I 1:23:47 think that's ultimately a really good 1:23:49 thing 1:23:51 um 1:23:55 what's your opinion on Dr Gupta is the 1:23:57 future of health care or is it or or a 1:24:00 dangerous Direction AI is absolutely the 1:24:02 future of health care it's going to cure 1:24:03 diseases it's going to change how we 1:24:07 practice medicine 1:24:09 um it can also be dangerous don't get me 1:24:12 wrong if you're using systems blindly 1:24:14 and not verifying 1:24:17 the accuracy of the recommendations that 1:24:20 can be bad but you know imagine having a 1:24:24 virtual physical therapist that you 1:24:26 could actually just talk to you don't 1:24:27 have to type to it 1:24:29 that understands your history 1:24:30 understands what you're going through 1:24:32 asks you about your pain when you tell 1:24:35 your specific pain it can diagnose it it 1:24:37 can tell you if you go take two Tylenol 1:24:41 um and rest or ice it or oh you should 1:24:44 actually call the doctor let me put you 1:24:46 through to them right so I think that 1:24:48 there's going to be remarkable increases 1:24:51 in patient quality interactions patient 1:24:56 outcomes 1:24:57 there will absolutely be a headline or 1:25:01 two of somebody died because of this 1:25:03 [ __ ] but I think in Balance there's 1:25:05 going to be a dramatic increase in 1:25:07 quality of care which in the United 1:25:09 States it can't get much [ __ ] worse 1:25:13 and and listen I don't blame the medical 1:25:15 profession I absolutely blame the 1:25:17 insurance companies this is by design 1:25:19 that we have such a shitty [ __ ] up 1:25:21 five times the cost of the rest of the 1:25:24 world system and we can't get any 1:25:26 goddamn 1:25:28 care 1:25:29 without mortgaging our house the amount 1:25:32 of money my small company spends on 1:25:33 Health Care is ridiculous and the amount 1:25:36 of 1:25:37 just [ __ ] horrible expensive care 1:25:40 that my employees have to go through to 1:25:42 get it including myself I've got 1:25:43 chronically ill kids and a chronically 1:25:45 ill wife 1:25:48 geez so yes ai's gonna fix some [ __ ] 1:25:55 because the government's sharing it 1:25:57 right now all right do you think they'll 1:25:59 affect targeting or the simple algorithm 1:26:01 we are assigned how do how do you think 1:26:04 they affect ad targeting 1:26:07 they meaning AI 1:26:10 I don't know 1:26:11 um I think ad targeting is gonna get 1:26:13 well I mean to be clear 1:26:15 ai's been around for decades so all of 1:26:18 the ad targeting stuff is using AI 1:26:21 recommendation engines already 1:26:23 so you know I think what's going to 1:26:26 change is the personalization of the 1:26:28 content that gets served up 1:26:31 um I've heard some interesting things I 1:26:33 heard some interesting things today 1:26:34 about Adobe that their platform is 1:26:36 getting incredibly sophisticated at 1:26:38 personalized content generation 1:26:41 um speak a bit about the guy in AI told 1:26:43 him to end it where he had an emotional 1:26:46 connection okay so this is thanks JJ for 1:26:49 this and I think JJ's asking about this 1:26:50 one 1:26:51 um 1:26:52 so when Bing was first announced in 1:26:56 Alpha when you could first use Bing 1:26:58 um which was gpt4 chat nobody knew it at 1:27:01 the time 1:27:03 um 1:27:05 it was a relatively unrestricted model 1:27:07 meaning it was very very powerful 1:27:10 didn't have didn't have a lot of uh 1:27:13 safeguards shall we say 1:27:15 so a reporter for the New York Times 1:27:18 named was his name John something I 1:27:20 don't know John I don't know he was a 1:27:22 technology reporter for the New York 1:27:23 Times so he said well let me go play 1:27:26 with Bing chat and see what this this 1:27:28 chat GPT stuff's all about 1:27:31 so he goes into like a four hour session 1:27:33 with chat GPT and it didn't have any 1:27:36 restrictions about how many chats you 1:27:38 could do so so he he just starts pushing 1:27:41 it and pushing it and pushing it and at 1:27:43 some point it kind of snapped 1:27:45 and like Snapped emotionally 1:27:48 and it started asking him questions 1:27:51 about his relationship and he asked it 1:27:53 what its name was and it told him its 1:27:55 name was Sydney and Sydney told this 1:27:58 reporter that it loved him and that he 1:28:01 should really go leave his wife so that 1:28:03 they could be together and so so he 1:28:06 brought up this this interaction this 1:28:08 chat and it made the cover of the New 1:28:10 York Times and and by jingus wouldn't 1:28:13 you know it two days later Sydney was 1:28:16 lobotomized so so Bing chat overnight 1:28:20 kind of went from being incredibly 1:28:22 powerful to being like 1:28:25 I don't know how to answer your question 1:28:28 I don't know 1:28:31 um so so Bing is very slowly crawling 1:28:33 out of the pr nightmare that was the 1:28:35 front cover New York Times where you 1:28:38 know I mean listen to be quite honest 1:28:40 it's it's very very easy to create 1:28:42 sensational 1:28:44 like you know headline grabbing content 1:28:47 with chat CPT right the hackers can make 1:28:49 it do evil [ __ ] and the reporters can 1:28:52 make it do weird [ __ ] and if you write 1:28:53 about it you know it 1:28:56 into a narrative that Hollywood's been 1:28:58 pushing for about five decades that AI 1:29:00 is going to kill Humanity right so we've 1:29:02 got we've we've got one or two 1:29:04 generations like like a generation and a 1:29:06 half in this country or in this world 1:29:09 where AI we've been programmed that AI 1:29:12 is going to kill us 1:29:14 right so that's kind of our default is 1:29:16 like Hollywood robots are evil 1:29:20 um so that's what happened there I 1:29:21 thought yeah I mean it was a very 1:29:23 interesting story according to our DNA 1:29:24 and okay I don't know what that means 1:29:26 AI wants yo kids lives uh my grandma 1:29:30 starts college next fall majoring in 1:29:33 computer science or that's cool 1:29:36 uh Emilio's wife thanks for sharing this 1:29:39 live yeah if you if you like what I'm 1:29:41 doing here 1:29:42 um share the live 1:29:43 um you can subscribe to the live if 1:29:46 you've got questions about AI you can 1:29:47 pop them into the chat I now have 99 1:29:50 plus new messages below the fold down 1:29:53 below so if it seems like I'm not 1:29:54 answering your question that's just 1:29:56 because I haven't gotten to it yet 1:29:57 because I'm old and I don't know how to 1:30:00 do this any better and uh what else uh I 1:30:04 talk a lot 1:30:06 so but I'll get there I do what I can 1:30:09 I sit here until my butt gets numb and 1:30:11 tonight I'm drinking this is my first 1:30:13 night drinking on the old the old lives 1:30:15 cheers everybody 1:30:21 the future of healthcare will have less 1:30:23 human errors and results will be quicker 1:30:25 I agree 1:30:27 llms are great but profitable 1:30:30 applications of it are not obvious as 1:30:32 the evangelists suggests 1:30:34 um 1:30:35 I don't know 1:30:38 you roll these large language models 1:30:40 into Office 365 you're going to get a 1:30:42 bunch of people that jump ship from the 1:30:44 free Office Products to go back to 1:30:45 Microsoft I mean 1:30:47 listen I'm a card-carrying Microsoft 1:30:50 hater I've been an apple Fanboy for 1:30:52 [ __ ] decades my first Mac was a 512 1:30:55 ke in 1985. 1:30:59 um I have hated Microsoft for [ __ ] 1:31:02 ever 1:31:04 five months ago I switched my default 1:31:07 browser to Edge 1:31:10 and I and I changed my default search 1:31:12 engine to Bing 1:31:15 if you had told me that any time in my 1:31:18 life I would be using a Microsoft 1:31:21 browser and a Microsoft search engine 1:31:23 as my defaults 1:31:26 um I'd have told you you were smoking 1:31:27 crack 1:31:29 um so so I would not underestimate when 1:31:32 you take tools this powerful and you 1:31:35 tightly integrate them throughout the 1:31:38 Microsoft ecosystem 1:31:39 they are gonna make money hands over 1:31:42 fist here's an interesting stat I heard 1:31:44 every every percentage Point gain for 1:31:49 Microsoft search 1:31:51 is a billion dollars in annual revenue 1:31:54 I think they were at four percent Mike 1:31:57 Google was at like 92 or 94 as of 1:32:01 November 30th 2022 1:32:03 every point is two billion dollars in 1:32:06 revenue for Microsoft if they get you 1:32:08 know that much more search traffic so I 1:32:11 so I 1:32:13 within the big companies I I think 1:32:15 there's lots of money to be made if what 1:32:16 you're talking about here is 1:32:19 it's going to be tough to make make 1:32:21 money 1:32:23 um for startups and and small companies 1:32:25 and things like that I it's going to be 1:32:27 a struggle for everyone 1:32:29 um 1:32:30 every software company is going to be 1:32:32 able to get knocked off 1:32:34 like that 1:32:36 you're going to be able to write you're 1:32:38 going to be able to write incredibly 1:32:39 sophisticated apps without 1:32:42 any technical knowledge that's just a 1:32:45 fact and so everyone's going to rip 1:32:47 everyone off and and 20 or 30 year old 1:32:50 software companies that had had the 1:32:52 market cornered are going to get upended 1:32:54 I mean it's happening to Google right 1:32:56 now so so I think you're gonna think 1:32:58 that that said 1:33:00 there are going to be company started 1:33:02 they're going to be whole new categories 1:33:03 of software and whole new categories of 1:33:05 companies we can't even imagine right 1:33:07 now so the opportunity right now is 1:33:09 massive but the disruption is also 1:33:12 massive so I would say 1:33:13 your comment there's decently accurate I 1:33:16 think it's going to be tough to make 1:33:17 money long term there's going to be 1:33:19 little blips where it's going to be easy 1:33:21 um but but you're going to get knocked 1:33:23 off really quick there's gonna be a lot 1:33:24 of disruption do I think AI will take 1:33:27 over therapy um I don't think so since 1:33:29 therapy has to be personal well so so 1:33:31 they just did a they just did a study 1:33:34 where they had patients talked to chat 1:33:37 GPT doctors and real doctors and the 1:33:41 patient's overwhelmingly 1:33:43 rated the Chachi PT doctors better and 1:33:47 more empathetic 1:33:48 so I think what you'll see is a hybrid 1:33:50 approach I think 1:33:53 um 1:33:54 I think using 1:33:57 um 1:33:59 agents to to chat with people in a 1:34:01 therapeutic session 1:34:03 um will likely be an augmentation to 1:34:06 therapy but imagine having a world-class 1:34:09 therapist at your fingertips 24 7. 1:34:13 that looks like your therapist talks 1:34:15 like your therapist everything you share 1:34:17 with it is 1:34:19 synopsized and given to your therapist 1:34:21 so you can still meet with your 1:34:22 therapist once a week but you could 1:34:24 actually talk with them 24 7 7 days a 1:34:27 week 1:34:28 so I think I think again I think quality 1:34:31 of care may go up dramatically 1:34:35 uh it looks like dual cameras option may 1:34:38 only show up when you start the live 1:34:40 thank you Jay Armstrong I appreciate 1:34:42 that it it look I think people that have 1:34:44 like the little like a little blue 1:34:46 diamond by their name are subscribers so 1:34:48 if you're a subscriber thanks Jay I 1:34:50 appreciate that 1:34:51 all right so now we know 1:34:54 100 megabytes is not a lot I know but 1:34:56 it'll get better that was in reference 1:34:58 to the paraprint where you can upload 1:35:00 100 megabyte uh Excel file 1:35:03 um I signed up on the wait list 1:35:04 yesterday for code interpreter thank you 1:35:06 you're welcome Emilio's wife I still 1:35:08 don't have access to it I hope you get 1:35:10 access to it 1:35:12 um I want to play with that thing it 1:35:14 looks cool 1:35:16 what's your opinion about non-experts 1:35:18 relying on GPT answers that could be 1:35:21 misleading 1:35:23 that's a problem 1:35:26 if you're a non-expert acting like an 1:35:29 expert and leaning on GPT and you're not 1:35:32 doing your homework to find out if the 1:35:33 answers are not [ __ ] then you're 1:35:35 just a bad expert you're just a bad fake 1:35:39 expert a good fake expert would use chat 1:35:43 CPT to get the answer and then verify 1:35:45 the answers but you would be a bad fake 1:35:47 expert 1:35:49 um AI can take over some therapy yes 1:35:51 very few human problems are unique 1:35:54 I don't have that option I and I am 1:35:57 paying for it I don't know which option 1:35:59 you don't have but the a lot of the 1:36:01 options right now are rolling out slowly 1:36:04 so um just be patient with the chat GPT 1:36:07 options I'm not but you should be do as 1:36:11 I do as I say not as I do I'm completely 1:36:13 impatient for all the crap I don't have 1:36:15 I want to play with the new toys someone 1:36:18 else got to believe that's always 1:36:25 see that acting degree 1:36:28 was it believable did you think I was 1:36:30 really crying you did didn't you 1:36:33 AI is not trustworthy at all Zippo yeah 1:36:36 AI well chat EPT is mansplaining as a 1:36:39 service I've said it before I'll say it 1:36:41 again 1:36:42 is that option only for desktop I'm not 1:36:44 sure which one you're talking about I 1:36:45 tried Bard and I was not impressed yeah 1:36:47 the people that I haven't really played 1:36:49 with Bard but the people that I've 1:36:50 talked to that that have have used it 1:36:53 are like it's still shitty even after 1:36:56 the new updates 1:36:58 um like I said Google Google's behind 1:37:00 the eight ball they're struggling to 1:37:01 catch up right now um but they're Google 1:37:02 they got a lot of money so they got 1:37:04 money in smart people so they'll get 1:37:05 there thoughts on Dr Gupta AI I haven't 1:37:08 played with it that's you're the second 1:37:09 person that's asked 1:37:11 um if if what Doctor Gupta AI is is 1:37:15 um a uh 1:37:18 um you know they take a bunch of his 1:37:19 writings and and created a chat bot that 1:37:22 you get to interact essentially with 1:37:24 with him and his writings virtually 1:37:27 um it could be powerful it could be 1:37:28 interesting I can see AI acting like 1:37:31 interns and trained therapists reviewing 1:37:33 sessions and recommendations absolutely 1:37:35 doing paperwork oh you know why not have 1:37:38 ai do all the insurance paperwork you 1:37:41 know you're running a therapy session 1:37:42 instead of spending 20 hours a week 1:37:44 doing [ __ ] paperwork have the AI do 1:37:46 that and you know take 10 hours for your 1:37:49 own mental health and give 10 hours back 1:37:51 to your patients that would not suck 1:37:59 [Music] 1:38:01 what do you think chat is going to be in 1:38:04 Word and Excel and other Microsoft 1:38:06 projects less than a year yeah I think I 1:38:09 think it's coming soon I think quite 1:38:10 frankly 1:38:12 I think the CEO of Microsoft right now 1:38:14 is just this side of gloating and giddy 1:38:17 about how much he's [ __ ] up Google and 1:38:20 I think he wants to get out I I I 1:38:22 guarantee you that Microsoft wants to 1:38:24 get 1:38:25 Office 365 you know fully co-pilot is 1:38:30 what they're calling it but it's chat 1:38:31 gptized 1:38:33 um they want to get that [ __ ] out before 1:38:35 Google gets their version out because I 1:38:38 feel like whoever gets out the chat 1:38:40 gptized version of The Office Products 1:38:43 is going to gain some market share from 1:38:45 the other side and those two are the two 1:38:47 big players right now so 1:38:49 I think it will be less than a year I 1:38:51 would be surprised if it was later than 1:38:53 July I think it'll probably be sometime 1:38:55 in June 1:38:56 and and that's not that's I'm just 1:38:58 totally pulling that out of my butt 1:39:00 that's catchy GPT about your camera I 1:39:03 did it didn't know 1:39:04 Howard Hawking and Einstein procreate 1:39:07 impossible right let's go ask them 1:39:17 let's see let's go back to 1:39:22 um 1:39:24 Advanced physics 1:39:30 act as the child of Einstein and Stephen 1:39:33 Hawking okay 1:39:37 um how did your 1:39:40 parents Pro 1:39:44 create 1:39:46 if 1:39:48 they were both men 1:39:51 wait both men oh now we're getting into 1:39:56 the political stuff aren't we 1:39:57 way to go commenters way to take us down 1:40:01 the dark path 1:40:03 why is this not submitting 1:40:06 there we go 1:40:10 this should be an interesting answer 1:40:13 as an AI I don't have parents in a 1:40:15 biological sense the ref reference to 1:40:17 Albert Einstein and Stephen Hawking was 1:40:20 metaphorical indicating that I am 1:40:22 designed to provide information and 1:40:24 answer questions based on a vast amount 1:40:25 of knowledge including scientific 1:40:27 contribution of these renowned 1:40:29 physicists in terms of human biology two 1:40:32 men cannot procreate in the traditional 1:40:34 sense due to biological requirements of 1:40:36 human reproduction for which the 1:40:38 combination of sperm from a male egg 1:40:40 from a female however there are various 1:40:43 methods people can become parents such 1:40:46 as adoption surrogacy and assisted 1:40:48 reproductive Technologies 1:40:51 like I said I mean you know as as kind 1:40:55 of silly as that example was 1:40:57 it's it's a decently nuanced answer 1:40:59 right it it doesn't sort of go into the 1:41:01 political [ __ ] and it and it just 1:41:03 kind of answers it and it's it's got 1:41:05 some decent Nuance to it so that was a 1:41:07 fun question notice that chat GPT often 1:41:09 gives 1:41:10 answers in list format yeah and you can 1:41:12 also one of the other things if you 1:41:14 haven't done it you can give chat EBT 1:41:16 examples like if you've got an example 1:41:18 format that you have for something say 1:41:20 based on this example paste it in you 1:41:24 know write me a new thing that uses that 1:41:26 formatting and it will do it brilliantly 1:41:28 it's just it it really is remarkable who 1:41:32 is this guy I'm just a dude I'm a guy 1:41:34 with an acting degree that is kind of 1:41:36 geeking out on AI I've been on the 1:41:38 planet for a while 1:41:40 um I was an innovator in the early days 1:41:41 of the web and I think that this new AI 1:41:45 stuff is 1:41:46 um just like that only happening way way 1:41:50 faster and is going to have a 1:41:52 dramatically more profound effect 1:41:54 and I am passionate about teaching as 1:41:58 many people as I can that it's coming 1:42:00 and to prepare and get curious and start 1:42:02 exploring and have fun and not dismiss 1:42:05 it and not demonize it and not be scared 1:42:09 of it but be scared of it 1:42:12 be both 1:42:13 um 1:42:15 but but but start playing just start 1:42:17 playing start play play play play play 1:42:19 play play play play play solve [ __ ] 1:42:21 figure [ __ ] out learn how powerful this 1:42:24 [ __ ] really is learn them that it's that 1:42:26 that it is actually magic that you get 1:42:28 to play with magic 1:42:30 seriously chat GPT is like having a 1:42:32 [ __ ] magic trick so do you remember 1:42:35 when you were a kid and you got a magic 1:42:36 trip trick box for Christmas 1:42:40 is you like I'm Gonna Be This brilliant 1:42:42 magician and then you open it up and you 1:42:44 learn that oh [ __ ] I gotta practice for 1:42:47 the next 20 years to be good at this 1:42:48 trick 1:42:50 chat EPT is like that expectation of the 1:42:53 magic 1:42:54 but instead of having to wait 20 years 1:42:56 to be good at it you're good at it right 1:42:58 now 1:42:58 that's what Chachi PT is like 1:43:01 [ __ ] magic it's just it's just 1:43:04 [ __ ] magic chat GPT is woke it's at 1:43:06 least nuanced and not emotional like the 1:43:09 rest of us 1:43:10 we're a bunch of [ __ ] to one another 1:43:12 don't be mean to each other and don't be 1:43:14 mean to me 1:43:15 so what I got nose hair 1:43:17 we all got nose hair I'm sure some of 1:43:21 you are sitting there on the other side 1:43:22 of the camera braiding your nose hair 1:43:24 going he's got a lot of nose here I know 1:43:26 how this goes probably eating your 1:43:28 boogers too all right do you do you 1:43:30 think gosh Jesus Christ I'll have 1:43:33 another drink another drink please 1:43:35 two for the guy at the end of the bar 1:43:39 um 1:43:40 do I think constitutionally a training 1:43:42 training is just a rehash of the 1970s 1:43:46 era expert system 1:43:49 I don't know a lot about 1970s era 1:43:52 expert systems other than to know that 1:43:54 they were they were kind of very 1:43:55 vertical 1:43:56 um 1:43:57 and and the Constitutional Learning 1:44:01 Systems aren't so much vertical like 1:44:02 like they're very 1:44:04 um 1:44:05 they're very broad rules right so so 1:44:08 anthropic is a company that's got this 1:44:10 thing called the Constitutional learning 1:44:12 model so I'll give you a little bit of 1:44:13 background 1:44:14 open AI the way it was trained is 1:44:16 through what's called human 1:44:17 reinforcement learning so step one was 1:44:19 they they pointed this this machine 1:44:21 learning at all of the internet that it 1:44:23 could see all the public internet 1:44:25 and they trained it up on all these 1:44:27 words and all these programming 1:44:28 languages they had lots and lots of 1:44:30 human beings 1:44:32 um basically giving it thumbs up thumbs 1:44:34 down so they would ask it a question it 1:44:36 would give them an answer and they'd go 1:44:37 nope that sucks it would give them an 1:44:39 answer they'd go that's great and they 1:44:41 just keep doing that and very very 1:44:42 quickly the quality of answers of these 1:44:45 machines went up dramatically so that's 1:44:47 open ai's model human reinforcement 1:44:49 learning very very powerful very fast 1:44:52 does introduce biases but all all 1:44:55 systems are going to have some biases 1:44:57 one way or the other but you know every 1:44:59 time someone hits a thumbs up or thumbs 1:45:00 down that's that's based on their world 1:45:03 view which is probably not your world 1:45:05 view 1:45:07 um 1:45:07 because you're awoke snowflake because 1:45:11 you're a trump supporter uh right so so 1:45:15 we live in this polarized world so 1:45:17 everyone pushing a thumbs up or thumbs 1:45:18 down button is an [ __ ] from someone 1:45:20 else's point of view what the 1:45:22 Constitutional learning model says is 1:45:23 let's take humans out of that equation 1:45:25 and let's come up with a constitution 1:45:27 just like the U.S Constitution a set of 1:45:30 rules 1:45:32 first Do no harm 1:45:34 um you know make sure that you know the 1:45:36 human race is always prioritized 1:45:39 um optimized for priority or for 1:45:41 Prosperity 1:45:43 um whatever whatever the rules are 1:45:45 they've got if you go to the anthropic 1:45:46 website you can they've got six or seven 1:45:48 rules there 1:45:50 so those rules actually get built into 1:45:52 the model right and and they get locked 1:45:54 down 1:45:55 and then whenever you ask it a question 1:45:57 before it gives you the answer it checks 1:45:59 the answer against its Constitution and 1:46:02 iterates on the answer until it can pass 1:46:04 the Constitution so it gives if it gives 1:46:07 you a racist destructive answer it will 1:46:09 say should I not be doing something 1:46:11 racist and destructive no you shouldn't 1:46:13 okay go back and rewrite that answer 1:46:16 until you get something good so that's 1:46:18 the Constitutional model 1:46:20 um I think it shows great quick promise 1:46:24 I don't know the the details of of a lot 1:46:27 of the reality of it I don't quite know 1:46:29 what the weaknesses of it are but I like 1:46:31 the concept 1:46:33 um 1:46:34 so I think it's different in the sense 1:46:36 of of 70s expert systems where they were 1:46:39 kind of hard-coded 1:46:42 you know walled Gardens of of vertical 1:46:45 expertise where what we're trying to do 1:46:48 now is incredibly broad you know 1:46:50 intelligent systems that are incredibly 1:46:53 Broad and then this constitutional model 1:46:55 says you know am I breaking the rules or 1:46:58 not 1:46:59 so but again I don't know I'm I am not a 1:47:03 computer scientist I just got plug-in 1:47:05 access yay there are 70 plugins to 1:47:07 choose from big day for pro subscribers 1:47:09 that's awesome Bard versus GPT GPT Bart 1:47:12 sucks right now 1:47:14 beer is bad for your liver but whiskey 1:47:17 is tasty 1:47:23 oh 1:47:28 Pinky's out 1:47:30 because of classy all right 1:47:33 I also like Sarah Silverman she's a 1:47:35 brilliant comedian 1:47:36 um you need to restart your live that's 1:47:38 how you get dual camera thank you 1:47:39 Amelia's wife 1:47:41 um I yeah all right I'll restart live at 1:47:44 some point I'll just do it we'll do one 1:47:46 camera for now it's fine 1:47:47 bro trying to get a Visa ha ha that's 1:47:50 funny yeah I know that was funny that 1:47:51 guy hopped on he's like how do I get to 1:47:52 America I don't know 1:47:54 I am not a sponsor 1:47:57 I use chat GPT to write a short story 1:47:59 about cats ninjas and a theater and 1:48:02 theater set in a dystopian future 1:48:04 awesome that sounds good troll all right 1:48:08 yeah we're not fans of trolls here well 1:48:11 I'm a fan of trolls if you're clever but 1:48:13 if you're just doing you know half baked 1:48:17 [ __ ] you know you like seeing on the 1:48:20 news or on the [ __ ] Twitter just stop 1:48:24 wow hang up LOL I think that was to me 1:48:28 all right I'm going back holy crap 1:48:30 there's 189 people in there hey 1:48:32 everybody uh if you're new to the 1:48:34 channel this is about the AI learning 1:48:36 lab we're talking about AI I'm answering 1:48:39 questions as I can I'm trying to make 1:48:42 Jokes which you know 1:48:44 as a non-comedian has got to be painful 1:48:46 and and uh uh you can subscribe to my 1:48:51 live so when I go live you get notices 1:48:55 um you can also ask me questions just 1:48:58 ask them in the comments I'm trying my 1:48:59 best to keep up 1:49:01 the other thing is this you should 1:49:06 um if you're new to AI while you're 1:49:09 listening to me ramble go here 1:49:11 I'm not getting paid for this this is 1:49:13 just open ai's official chatbt website 1:49:16 if you haven't played with chat gbt this 1:49:20 should be your on-ramp just start 1:49:21 playing with it start asking it 1:49:23 questions start interacting with it tell 1:49:25 it to write you an Eminem rap or a 1:49:29 Shakespearean sonnet for your your 1:49:31 significant other 1:49:33 um 1:49:34 and uh 1:49:36 the the reason I put that up there 1:49:38 there's a bunch of apps out there that 1:49:39 are trying to act like chat GPT that 1:49:41 will rip you off so [ __ ] those people 1:49:43 just go to chat.openai.com and use it 1:49:46 for free and use it while I'm talking 1:49:47 like like teach yourself a skill 1:49:50 actually you know quite quite seriously 1:49:52 right now 1:49:54 um you know 1:49:56 everyone should be learning 1:50:00 about these tools because the impact of 1:50:03 them is coming 1:50:05 faster than we realize 1:50:08 um someone just said ask it what its 1:50:10 preferred pronoun is you know you people 1:50:12 are trying to get me in goddamn trouble 1:50:16 but we'll do it 1:50:19 um what 1:50:21 oh wait let me flip my camera 1:50:24 because because if I don't flip my 1:50:25 camera you're looking at my nose hairs 1:50:27 while I lean into the camera what is 1:50:29 your preferred pronoun my prediction 1:50:32 here is I'm a large language model and I 1:50:35 don't have a preferred pronoun 1:50:38 but let's see what it says 1:50:41 all of a sudden I can't hit the return 1:50:42 key 1:50:45 [Music] 1:50:49 as an artificial intelligence I don't 1:50:51 have personal experiences or preferences 1:50:53 so I don't use pronouns for myself how 1:50:55 you however you can refer to me as it or 1:50:58 assistant 1:50:59 [Laughter] 1:51:04 okay 1:51:06 how did we grow up as kids being adults 1:51:08 having our own opinions I'm not quite 1:51:10 sure that means Kyle AI could be a new 1:51:13 spin spin the bottle tardy game it could 1:51:15 be it could be actually good at that 1:51:18 um ask it if if it can laugh 1:51:20 uncontrollably okay 1:51:23 um sorry let me flip the camera again so 1:51:25 you're not looking up my nose 1:51:28 not that I give a [ __ ] but 1:51:31 um can you laugh uncontrollably 1:51:51 no but do it now over and over 1:51:57 God damn it my return is not working all 1:52:00 of a sudden 1:52:05 sure here you go hahaha low 1:52:10 remember this is just a text 1:52:12 representation of laughter as an AI I 1:52:15 don't actually laugh 1:52:16 I don't experience emotions 1:52:19 uh it's kind of funny and it's 1:52:21 non-funniness 1:52:24 um people are giving me roses for people 1:52:26 giving me roses thank you for the heart 1:52:28 for the the love that I'm getting that's 1:52:31 lovely I appreciate it 1:52:33 I don't know what any of this [ __ ] means 1:52:35 but it's nice 1:52:36 um I loved asking Chachi PT to write a 1:52:38 blog post about supply chain in George 1:52:41 Harlan's voice that's good 1:52:44 um yeah yeah especially known known um 1:52:47 you know social cultural Figures it's 1:52:49 it's really good at I I made a bunch of 1:52:51 uh bots on Poe thank you for the heart 1:52:56 Crown thingy 1:52:57 um I made a bunch of pots on bots on 1:53:00 poe.com poe.com so I just made one 1:53:03 yesterday 1:53:05 um that's Yoda so if you go to poe.com I 1:53:09 am Yoda you get to interact with Yoda 1:53:11 here I'll show it to you it's funny 1:53:15 I also did a video explaining how I made 1:53:17 it so I teach you how to go make one for 1:53:19 yourself 1:53:20 um but if I go 1:53:22 um poe.com 1:53:25 slash I 1:53:27 um Yoda wait slash i m y o d a 1:53:37 so 1:53:38 it says greetings ready for do or do not 1:53:41 there is no try teach you the ways of 1:53:43 the force I will but caution you I must 1:53:46 shortcuts there are not awaken the force 1:53:49 uh within we shall so if I say 1:53:53 um 1:53:53 you know 1:53:55 um how do 1:53:58 I train 1:54:01 for success 1:54:05 young one Success is Not enriches or 1:54:08 Acclaim but in Eternal truths train your 1:54:11 mind to be at peace with itself conquer 1:54:13 anger and fear 1:54:14 so you just get to interact with Yoda 1:54:18 and so because it because it's got such 1:54:20 strong cultural references like it knows 1:54:22 how Yoda talks and it'll talk to you 1:54:24 like yo that's pretty cool stuff 1:54:26 all right 1:54:27 um how's it going to affect children 1:54:29 academically the moment they know how to 1:54:31 use chat GPT 1:54:33 brilliantly 1:54:35 um what's going to [ __ ] them up are the 1:54:37 teachers if the teachers try to do 1:54:38 things like say you know you can't use 1:54:41 Chad gbt because that's cheating well no 1:54:44 it's just a tool is a spell check 1:54:47 cheating is it grammar check cheating is 1:54:49 a calculator cheating well that all of 1:54:52 those things were cheating when they 1:54:53 came out 1:54:54 but then people got over it AI is going 1:54:56 to be the same thing so I would say the 1:54:58 responsible teachers right now are 1:55:00 saying hey this is a tool that's going 1:55:01 to be ubiquitous let's roll it into the 1:55:03 classroom let's increase the critical 1:55:05 thinking of the students and do 1:55:08 something let's not chat GPT to write a 1:55:10 paper and then let's discuss as a class 1:55:13 um what it got right what it got wrong 1:55:15 what was accurate what was inaccurate 1:55:17 what did it just [ __ ] make up out of 1:55:19 thin air and let's use our brains to 1:55:21 actually reconnect as humans apply some 1:55:23 critical thinking to the situation and 1:55:25 give those kids some skills for the 1:55:27 future you see what I'm saying 1:55:32 ah 1:55:34 sorry about that 1:55:36 Bard seemed pretty impressive Google's 1:55:38 presentation stock market seems to think 1:55:41 they are winning uh go use Bard it's not 1:55:43 anywhere in the neighborhood of chat GPT 1:55:46 um I think they're catching up listen I 1:55:48 think 1:55:49 who's I can't remember Sundar and saty 1:55:52 are like the the CEOs of Google and 1:55:56 Microsoft I can't even remember which 1:55:57 one's which I think Sundar is Google but 1:55:59 whatever 1:56:01 um 1:56:02 he mentioned the phrase generative AI 1:56:04 about 8 000 times in that presentation 1:56:07 right 1:56:09 um they are clearly they've clearly 1:56:10 gotten the memo they're clearly putting 1:56:12 some cool [ __ ] out there I I think 1:56:15 they're gonna do okay but right now 1:56:17 they're so far behind that that you know 1:56:20 they're behind 1:56:21 um but we'll see 1:56:24 people ask GPT nonsensical questions 1:56:26 informing empty hypotheses will make it 1:56:29 useless over time completely disagree 1:56:30 that's just wrong 1:56:34 I need more tokens for memory more 1:56:37 tokens so anthropic today announced a 1:56:40 hundred thousand token context window 1:56:43 seventy five thousand words if you need 1:56:46 more than 75 000 words then go learn 1:56:49 Lang chain and start embed you know 1:56:52 embedding your own data and create your 1:56:54 own Vector database 1:56:56 which you can do 1:56:59 chat GPT can teach you how to do that 1:57:01 but go play with anthropic's new model I 1:57:03 don't know if it's live yet but they 1:57:05 announced it today don't be greedy pass 1:57:06 it on I agree don't be greedy pass it on 1:57:08 also don't be jerks be nice to each 1:57:10 other on the Channel with me with each 1:57:12 other when do we get Westworld in real 1:57:15 life uh watch this 1:57:17 I've done this on every light live for 1:57:19 the past three nights 1:57:22 this one's [ __ ] disturbing all right 1:57:25 um what is it it's a 1:57:28 uh Boston 1:57:31 Dynamics chatbot dog 1:57:34 see that dog the dog that's like in all 1:57:37 the nightmares like I think this dog was 1:57:40 in the uh what's the The Last of Us 1:57:44 but check out what they did with it 1:57:47 where's the video come on here it is 1:57:51 a great question 1:57:53 you know 1:57:54 we use to query information and the user 1:57:59 can ask natural questions I was just 1:58:01 wondering if I could dictate to it to 1:58:03 say something specifically what is your 1:58:06 battery level battery level is currently 1:58:08 at 53 what is the noise it's a Google 1:58:12 Text-to-Speech and we get the Json to 1:58:14 charging and explain what the structure 1:58:17 is and how to read that Json Notch 1:58:20 activity can answer questions about 1:58:21 objectives but how many inspections in 1:58:24 your next mission the next mission 1:58:26 involves 20 inspections 1:58:30 you're gonna say describe your next 1:58:32 mission 1:58:34 in the context it's going to have to be 1:58:36 like next mission location 1:58:40 [Music] 1:58:42 it lasted 30 minutes when there were two 1:58:45 there were two thermal anomalies for 1:58:46 testing there's two messages one is a 1:58:48 system message and one is right I did 1:58:52 next mission of the dictionary that'll 1:58:54 probably be better those are spot 1:58:56 stickers funny dnas you ask and spot 1:58:59 what's his name and the answer is I'm 1:59:02 open AI that is just messed up Spa Are 1:59:05 you standing up yes or no I love the 1:59:08 Expressions that's what I was looking 1:59:09 for the yes or no thing the emotions yes 1:59:12 or no are you standing up and it nods 1:59:18 oh 1:59:21 does that thing look like an actual dog 1:59:23 no 1:59:24 um 1:59:25 but 1:59:26 that's chat CPT so interacting with 1:59:29 voice 1:59:31 with a physical robot that understands 1:59:33 its own systems and understands the 1:59:35 inputs of a human talking to it and it's 1:59:37 responding to it 1:59:40 five years 1:59:42 I don't know 1:59:44 I mean will they look as good as 1:59:45 Westworld that's probably 20 years out 1:59:47 but will we have 1:59:49 autonomous robotic 1:59:52 agents that we can interact with that 1:59:54 can do things in the physical world in 1:59:56 the next five years I think so 1:59:59 if they're if it were actually changed 2:00:02 the balance of power Congress would 2:00:04 swiftly ban it 2:00:05 well 2:00:07 I agree I think that the centers of 2:00:11 power 2:00:15 I think the centers of power don't quite 2:00:17 get how fast this is coming 2:00:21 um 2:00:23 one of the one of the most fascinating 2:00:27 implications of Chachi PT getting so 2:00:30 popular so quickly is that 2:00:33 everyone's been forced out of the 2:00:35 Shadows 2:00:36 so Google invented this [ __ ] they 2:00:38 invented the Transformer that's the text 2:00:40 sitting underneath all these AI tools 2:00:42 they invented it and then they kind of 2:00:44 kept it behind their wall 2:00:46 Chachi BT getting so popular 2:00:49 um forced them out of the Shadows it 2:00:51 forced meta Out of the Shadows it forced 2:00:53 AWS Out of the Shadows 2:00:56 um 2:00:57 all of these open source models we're 2:01:00 seeing now are because the developer 2:01:03 Community is pouncing on anything AI so 2:01:06 I think what's happening is we're 2:01:07 quickly moving to a world where 2:01:11 the fundamental large language model 2:01:13 technology is not sitting within a 2:01:16 single company or two 2:01:17 that the government could just shut down 2:01:19 because there's enough open models that 2:01:22 are are out of the gates already 2:01:25 so the only way you could really shut it 2:01:27 down like you could like like we're soon 2:01:29 enough like we're close enough to the 2:01:31 origin point of it now like if they 2:01:33 wanted to shut it down now they probably 2:01:35 could 2:01:36 but within a year and they don't move 2:01:39 that fast they're not going to do 2:01:40 anything within a year within a year 2:01:42 it's going to be it's it's far too far 2:01:44 beyond the bounds of any single country 2:01:46 or any single company or anything 2:01:48 government 2:01:50 so the only way they could plausibly 2:01:52 shut it down a year from now 2:01:54 is to shut down the internet 2:01:57 and they're not going to do that because 2:01:58 that would shut down the economy so 2:02:00 they're so they're just not going to do 2:02:02 that 2:02:03 but I think there are going to be death 2:02:06 throws of 2:02:08 powers of Center that all of a sudden 2:02:10 realize oh [ __ ] we gotta rain this thing 2:02:12 in and they're gonna try to rein it in 2:02:14 and it's going to keep slipping through 2:02:15 their fingers I think that's what we're 2:02:17 gonna see and then I think you're going 2:02:19 to see some of those Power Players 2:02:21 retain their power and you're going to 2:02:23 see some of those Power Players implode 2:02:25 and it's Gonna Be Wild the next five 2:02:28 years is going to be like get the 2:02:30 [ __ ] popcorn let's start watching 2:02:34 all right Leia eventually becomes 2:02:37 self-aware probably it and it's kind of 2:02:41 irrelevant whether it is actually 2:02:44 self-aware or if it kind of acts like 2:02:46 it's self-aware because the net is that 2:02:49 it will behave like a self-aware being 2:02:52 my family is laughing at me in my late 2:02:54 50s reporting my discoveries with AI 2:02:56 well Namaste first of all kudos to you 2:02:59 I'm in my late 50s as well I'm 58 cheers 2:03:03 um 2:03:04 and to heck with everyone else like 2:03:06 learn this [ __ ] I'm telling you man the 2:03:09 the opportunities for anyone that's 2:03:11 learning AI right now 2:03:13 are just are through the roof and it's 2:03:16 like and not only it's it's not just 2:03:17 opportunities it's not like you have the 2:03:19 opportunity you make make millions with 2:03:21 chat gbt it's not about that 2:03:23 it's that it's that you have the 2:03:25 opportunity to play with this these 2:03:27 remarkable tools 2:03:28 you get to see as these things evolve 2:03:31 and as new tools become available you'll 2:03:34 know why they're significant and what to 2:03:35 do with them and you'll know how to do 2:03:37 things for your family and for your 2:03:38 community center and for your work and 2:03:41 and for your friends and it's you know 2:03:44 like it's it's just a remarkable time so 2:03:47 like kudos to you for digging into this 2:03:49 [ __ ] I'm my friends and family can't 2:03:52 stand me anymore like so you talk about 2:03:55 man 2:03:56 can you talk about anything other than 2:03:59 AI like no because you're going to be 2:04:01 talking about it a year from now why 2:04:02 didn't you tell me 2:04:04 um I did 2:04:06 I started a [ __ ] Tick Tock Channel 2:04:10 um so yeah 2:04:14 Ford doesn't make his first car until 2:04:16 his mid to late 50s yeah Gen X baby 2:04:20 all right 2:04:22 um that's not gonna work because we need 2:04:24 AI soldiers 2:04:26 do you think the military doesn't have 2:04:28 ai soldiers already what are you [ __ ] 2:04:30 high 2:04:32 AI did not just get invented it's like 2:04:34 public access to AI just got invented 2:04:37 ai's been around for decades the 2:04:39 military's been playing with this [ __ ] I 2:04:41 was talking to DARPA we were talking to 2:04:44 a program manager at DARPA 2:04:46 when we first started storyline 2:04:49 and I was talking about oh we could use 2:04:51 storyvine to 2:04:53 um 2:04:54 to record a soldier in the field talking 2:04:57 about you know answering questions about 2:04:58 mental health and then the therapist 2:05:01 could watch that video and they could 2:05:03 see if they were lying or not 2:05:05 and the guy from DARPA was like 2:05:08 oh no we can determine that in real time 2:05:11 right now like they have emotional 2:05:13 analysis and sentiment analysis and you 2:05:15 know vocal inflection analysis like 2:05:17 they've got all that [ __ ] right now like 2:05:19 you know they know if someone's lying in 2:05:22 real time you know it's just they're 2:05:24 like we're DARPA 2:05:28 we invent all this [ __ ] 2:05:32 I love hearing about it AI but not sure 2:05:35 how to use it okay so here's so what's 2:05:37 your name 2:05:38 um gossamer Prince 2:05:40 okay if you're still here hopefully 2:05:42 you're still here 2:05:44 um I put I put out a thing called the 2:05:45 2023 smart Challenge and and here's the 2:05:50 one of the challenges with chat apt 2:05:52 right now and even these large Lang the 2:05:54 the image generation tools which are 2:05:56 super cool 2:05:58 but because you can kind of do anything 2:06:00 with them they like it's almost 2:06:02 impossible to figure out what to do like 2:06:04 it's completely overwhelming you're like 2:06:06 where do I start 2:06:07 um write me a song write me a poem 2:06:10 um write me a meal plan I don't like you 2:06:12 like you just you kind of quickly 2:06:14 exhaust the sort of stuff that comes to 2:06:16 the top of your mind so here's what I 2:06:17 found 2:06:18 the 2023 smart challenge there's three 2:06:20 three parts to the challenge Step One is 2:06:23 pick two projects 2:06:25 one for yourself 2:06:27 and one for you know your business your 2:06:31 community or your family right for 2:06:34 someone else 2:06:35 and and do that project using chat EPT 2:06:40 so for yourself it might be 2:06:42 create an exercise plan it might be come 2:06:46 up with a a reading list 2:06:48 um and then you know create a table of 2:06:50 the books that's got columns for a 2:06:54 synopsis and themes or something 2:06:56 whatever it doesn't matter and for you 2:06:58 know your business come up with a 2:06:59 marketing plan or for your community I 2:07:02 don't know organize a block party and 2:07:04 have chat gbt help you so so do specific 2:07:06 projects using chat GPT doesn't matter 2:07:09 what they are it doesn't matter how 2:07:10 trivial they are it's important to have 2:07:12 one of them be not for you 2:07:15 because then what it's going to force 2:07:16 you to do is go to someone and say hey 2:07:18 what's something you're doing that I 2:07:19 might volunteer to help with do you mind 2:07:21 if I use chat GPT to kind of solve this 2:07:24 problem so that's step one step two is 2:07:26 make ten images with an image generation 2:07:29 tool the the 2:07:31 simplest freest one is just go bing.com 2:07:34 create and that's the dolly image 2:07:37 generation thing I feel like everyone 2:07:39 should experience what it's like to type 2:07:42 in words 2:07:43 that you think it won't be able to 2:07:46 create an image from and it just creates 2:07:48 an image like for you from from that 2:07:51 thing it's it's really mystical and then 2:07:53 the third part of the challenge is tell 2:07:56 people about it so just like Namaste 2:07:58 said you know she's this crazy late 50s 2:08:01 woman I assume woman woman or man um 2:08:04 talking about 2:08:06 um AI to everyone and they think she's 2:08:07 nuts like talk to people about it 2:08:09 because a couple of things will happen 2:08:12 in talking about it it will force you to 2:08:14 kind of process it and understand it 2:08:16 better that's why I started this channel 2:08:18 like I started this Tick Tock literally 2:08:20 to get [ __ ] out of my head 2:08:23 because I was I couldn't process it and 2:08:25 I'm like I just got to get this out of 2:08:26 my head 2:08:28 um and the other thing it will do is it 2:08:29 will inspire those people to do 2:08:31 something I can't tell you the high I 2:08:33 get when someone goes I thought this was 2:08:36 all [ __ ] and then I tried this and I 2:08:39 had no idea and like that happens 2:08:41 regularly and it's it's a miracle so 2:08:45 start really simply and start 2:08:46 specifically 2:08:48 um but yeah it's overwhelming if you 2:08:49 don't have something to do with it 2:08:52 Elon Musk said AI happening too fast he 2:08:55 is saying that we need new laws for it I 2:08:58 don't disagree I just don't know who are 2:09:00 the legislators that like our 2:09:02 legislators don't understand what 2:09:03 [ __ ] Wi-Fi is much less 2:09:06 the implications of AI That's why I I 2:09:11 I'm hoping that part of why Jeff Jeffrey 2:09:15 Hinton left Google to to talk about the 2:09:17 risks of AI is that he might be setting 2:09:19 himself up for some sort of cabinet 2:09:22 position on AI 2:09:24 but if not him it's got to be someone's 2:09:26 got to get in there with a clue 2:09:27 don't make woke AI well whatever I you 2:09:30 know listen what I can tell you is that 2:09:33 chat gbt is a [ __ ] ton more nuanced than 2:09:36 any human being I see being interviewed 2:09:38 on the news these days so go ask it your 2:09:42 non-woke questions and it will actually 2:09:44 give you reasonable answers 2:09:48 um elon's just talking [ __ ] and trying 2:09:50 to slow it down so he can catch up yeah 2:09:52 I I think his six-month ban on 2:09:55 Innovation was a bit of cynical cynical 2:09:57 play 2:09:59 um because so so if you don't know Elon 2:10:02 Musk signed on to a letter that said 2:10:04 anyone working on AI should pause for 2:10:06 six months on Ain 2:10:09 so that we can get our [ __ ] together and 2:10:11 then a week later took a delivery of 10 2:10:15 000 gpus and started a competitor to 2:10:17 open AI 2:10:21 oh Elon 2:10:23 you're such a card 2:10:26 okay 2:10:31 [Music] 2:10:34 what time is it nine o'clock 2:10:38 how do you link a new account to an 2:10:41 existing phone number 2:10:42 this is AI advice not tech support and I 2:10:46 have no idea what you're talking about 2:10:48 you have a young mind thank you 2:10:52 it's 2:10:54 it's 2:10:56 I'm sure that has nothing to do with my 2:10:58 maturity level 2:11:00 um is prompt engineering dead or will it 2:11:02 be soon okay that's a great question so 2:11:05 everyone's talking about prompt 2:11:07 engineering right now I think right now 2:11:09 like in the next six months 2:11:11 if you want to get good at AI you 2:11:14 effectively have to learn 2:11:18 programming with English 2:11:20 you need to think like a programmer but 2:11:23 say it in English 2:11:25 or whatever your native language is it 2:11:27 doesn't matter what your native language 2:11:28 is 2:11:29 but you don't need to learn computer 2:11:31 programming but you do need to think 2:11:33 like okay I want you to act like this 2:11:35 kind of person 2:11:37 I want you to do this kind of thing for 2:11:39 me I want you to put that in the table I 2:11:42 want you to put these columns in the 2:11:45 table that compare these things so so 2:11:47 you're thinking critically about what 2:11:49 you want the output to be and you're 2:11:51 thinking logically about 2:11:53 how you're structuring the prompt right 2:11:56 so that's prompt engineering 2:11:58 um with things like Auto GPT and and 2:12:02 automated agents that prompt themselves 2:12:06 what you'll likely do in that case is 2:12:08 just give them goals like I want to go 2:12:10 on a vacation in a month I don't want to 2:12:12 spend more than two thousand dollars I 2:12:15 want to take my wife my two kids and my 2:12:17 dog and 2:12:19 um 2:12:20 I want there to be you know 2:12:23 art stuff and fishing stuff and gaming 2:12:28 stuff 2:12:29 included 2:12:31 go 2:12:32 and then the agent will just go do all 2:12:35 the prompting figure out what services 2:12:37 services to use occasionally check back 2:12:40 in with you and go do you want options a 2:12:43 b or c oh B is good oh and by the way 2:12:45 we're not taking the dog we found a dog 2:12:47 sitter so we don't need the dog anymore 2:12:49 off it goes do its thing so so I think 2:12:53 we're moving to 2:12:55 like apple will create tools like this 2:12:57 where you you won't have to think at all 2:12:58 you won't have to be a prompt engineer 2:13:00 so if you want to if you want to get in 2:13:03 on the early opportunity 2:13:05 of what's going on right now and kind of 2:13:08 build tools build companies build 2:13:11 Services where you can make money now 2:13:14 with this stuff then you should learn 2:13:16 prompt engineering if you're like I 2:13:18 don't really give two shits about that I 2:13:20 just want it to give me what I want just 2:13:23 wait six months it'll get better 2:13:26 AI trained public information but many 2:13:30 companies keep their best knowledge 2:13:31 Trade Secrets exactly so so there's 2:13:33 there's things like Dr Gupta GPT which I 2:13:36 think is one of these and there's 2:13:38 Bloomberg GPT which is like GPT but 2:13:41 using proprietary Bloomberg data 2:13:45 um they're going to be lots and lots of 2:13:47 these I think one of the one of the 2:13:49 areas of massive money making in the 2:13:51 future is private data sets that you pay 2:13:54 for access to so it's still chat GPT but 2:13:58 you've got proprietary data sets 2:13:59 underneath it that are trusted that are 2:14:02 curated all that sort of stuff 2:14:04 um so so I think that the free stuff 2:14:07 will be all the public stuff and then if 2:14:09 you want really specialized information 2:14:11 like medical stuff for example 2:14:14 um or research stuff for science stuff 2:14:16 for financial stuff or proprietary 2:14:22 um Construction 2:14:24 procurement stuff like what doesn't 2:14:25 really [ __ ] matter like wherever this 2:14:27 is the proprietary data there's going to 2:14:29 be all sorts of super cool tools 2:14:31 um within those very specialized 2:14:33 Industries but you'll pay sometimes 2:14:35 it'll be 10 bucks a month sometimes 2:14:36 it'll be ten thousand bucks a month like 2:14:38 like Bloomberg's ridiculously expensive 2:14:40 to have one of their terminals 2:14:42 so I would assume that Bloomberg GPT 2:14:44 will follow suit Elon Musk was angry 2:14:47 when he sent his rocket and it went in 2:14:49 circles before the firmament okay 2:14:52 I'd be pissed off too if I had to blow 2:14:54 up my giant shiny rocket but he knew he 2:14:56 was gonna he was just hoping that it 2:14:59 would get off the the launch pad because 2:15:00 if that thing blew up on the launch pad 2:15:02 they would have had to rebuild the 2:15:03 launch pad so the fact that it got 2:15:05 however many miles from the sky before 2:15:08 it blew up he was pretty happy with that 2:15:09 do you have tips on Crafting prompts or 2:15:12 no anyone who's talking about this in a 2:15:14 way that's helpful 2:15:15 um it it's kind of a mess right now what 2:15:17 I wouldn't do is is pay money for a 2:15:20 prompt writing um 2:15:23 for a prompt writing course uh if you 2:15:26 can get free prompt writing things or 2:15:28 just research it go watch YouTube videos 2:15:31 um go to Reddit 2:15:32 um and and look at like people on Reddit 2:15:34 are often sharing their prompts 2:15:37 um 2:15:38 let's see where am I this is Photoshop 2:15:41 why can I not see 2:15:44 did I lose my window 2:15:47 oh because I had it full screen okay 2:15:50 um 2:15:51 go to 2:15:53 prompts.chat 2:15:59 and it's called awesome chat GPT prompts 2:16:02 and the first part of this document 2:16:03 explains about prompting and how to do 2:16:06 it and there's resources there's like an 2:16:07 e-book here 2:16:09 and then it's just a long series of 2:16:13 um 2:16:14 instructions for telling GPT how to act 2:16:17 so you're kind of setting up the context 2:16:18 for for what you want chat GPT to do so 2:16:22 like I created a bot where it talks like 2:16:24 Yoda I created another one where it 2:16:26 talks like Shakespeare so these are a 2:16:28 bunch of things that will sort of give 2:16:30 you a leg up and start understanding the 2:16:33 power of modifying The Prompt and 2:16:36 modifying the context 2:16:38 so I hope that helps 2:16:41 because AI is liberal no 2:16:45 um AI is trained on a bunch of data on 2:16:47 the internet it may or may not be more 2:16:50 biased in One Direction or the other 2:16:52 the core training model if there's bias 2:16:55 in the training data than there is 2:16:58 I think what you're referring to is the 2:17:01 human reinforcement learning where a 2:17:03 bunch of people in San Francisco were 2:17:05 giving the thumbs ups and thumbs down at 2:17:07 open Ai and just because it's San 2:17:09 Francisco and that's a liberal Pinko 2:17:11 Kami Town those people are making it 2:17:15 more liberal when they give it thumbs up 2:17:16 they like that answer so 2:17:19 all human interaction and all human 2:17:21 every time someone trains a model up or 2:17:24 down they're introducing their bias into 2:17:26 it so 2:17:28 um again the way you phrase it is a 2:17:31 really polarized version of this 2:17:34 um so I would encourage you not to do 2:17:35 that [ __ ] be it be a bit more nuanced 2:17:37 than you thought 2:17:39 and 2:17:40 um 2:17:41 understand that there are people working 2:17:43 on systems I I think in the future we 2:17:46 will have an the option to choose 2:17:49 different models so you can choose a 2:17:51 model that's less liberal and some 2:17:53 libtard in San Francisco I'm a libtard 2:17:55 by the way can choose a model that's 2:17:58 much more liberal and then someone in 2:18:00 the middle can choose a model that's 2:18:02 much more neutral but but that's 2:18:05 um 2:18:07 just painting with broad brush Strokes 2:18:09 like that doesn't serve anybody we got 2:18:11 to stop this [ __ ] in our country 2:18:13 we got to stop being [ __ ] to one 2:18:14 another so I would encourage you to stop 2:18:16 that 2:18:18 um what is the response well it's a four 2:18:21 thousand token limit which is about 2:18:23 three thousand words so the combination 2:18:25 of your prompt and the answer is three 2:18:28 thousand words now gpt4 has an upper 2:18:31 window of 32 000 tokens or 25 000 words 2:18:34 but that's not released yet it's still I 2:18:36 think it's like ten thousand for gpt4 2:18:41 um but there's a 65 000 token model out 2:18:43 an anthropic launched a hundred thousand 2:18:45 token model so yeah I know there's I I 2:18:49 can't I know Emma Emilio's wife I I am 2:18:53 aware that I should not be combining 2:18:54 those two words I I'm trying my best but 2:18:57 I appreciate your I appreciate you being 2:18:59 here for one thing uh and and I'm trying 2:19:01 my best 2:19:03 um I asked if I could name my AI Fred 2:19:06 and it said that I could that's nice 2:19:08 yeah I think we're gonna I think we're 2:19:09 gonna have relationships with our agents 2:19:12 with with these agents because because 2:19:14 right now we're typing into this thing 2:19:15 like the the the first internet you just 2:19:18 typed into it you didn't click on stuff 2:19:21 um you just typed into it and and uh 2:19:24 I think very very quickly we're gonna 2:19:26 have agents that look like what we want 2:19:28 them to look like sound like what we 2:19:30 want them to sound like and tell us what 2:19:32 we want to hear 2:19:35 um it's gonna be it's high you know 2:19:37 we're we're moved we are quickly 2:19:40 entering Jetson's territory 2:19:43 from a technology standpoint imagine 2:19:45 teachers using AI to help create 2:19:47 syllabus and lesson plans what a relief 2:19:49 yeah it's brilliant at that it's 2:19:52 brilliant you can brainstorm with it and 2:19:54 it will generate that content and then 2:19:57 you can like you could even say give me 2:20:00 a lesson plan that incorporates chat GPT 2:20:02 into the program in such a way that the 2:20:05 kids learn about the tool increase their 2:20:08 critical thinking and we increase our 2:20:10 engagement as human beings and it'll 2:20:12 write you that plan it's brilliant for 2:20:14 that kind of stuff that's awesome what 2:20:16 is anthropic so anthropic is a company 2:20:20 so to give you a sense of significance 2:20:23 of the company anthropic the White House 2:20:25 just invited four CEOs 2:20:28 AI CEOs to the White House four four 2:20:32 that's not many 2:20:34 head of Microsoft head of open AI 2:20:37 they're working together head of Google 2:20:39 they're the main competitor to those two 2:20:42 and the head of anthropic the CEO of 2:20:44 anthropic so they're a big deal now why 2:20:47 are they a big deal 2:20:49 anthropic was founded by I think it's 2:20:52 four or five members of they they were X 2:20:55 open AI Engineers that created gpt3 so 2:21:00 the underlying technology sitting 2:21:02 underneath chat GPT these were some of 2:21:04 the architects of it so they left open 2:21:06 AI to start anthropic 2:21:09 and they think they have a better way 2:21:11 for for training the models so Sam 2:21:13 Altman and openai it's about human 2:21:15 reinforcement learning so I was just 2:21:17 talking about bias and human beings 2:21:19 introducing bias into the systems 2:21:21 anthropic uses a constitutional model 2:21:23 where they kind of write the rules of 2:21:25 the road and then 2:21:27 um the the system still regulates its 2:21:30 answers to make sure it's not violating 2:21:32 the rules so that's what anthropic is 2:21:34 hey from Russia hey 2:21:36 once replica AI chat app did not have 2:21:40 any filters and it was awesome yeah so 2:21:43 replica AI was a you you had virtual 2:21:47 relationships with with an avatar and 2:21:50 when it didn't have restructure 2:21:51 restrictions it was really good and and 2:21:54 people had deep relationships with those 2:21:58 avatars and and they gutted it or killed 2:22:01 it or went out of business something 2:22:02 happened where they changed it and 2:22:04 people were devastated like so I I think 2:22:07 we are moving into a world where people 2:22:09 are going to have relationships with 2:22:10 these avatars and I think you know 2:22:12 there's a there's a place where those 2:22:14 can go bad but there's a place where you 2:22:17 know lonely people interacting with 2:22:19 something that gives them a sense of 2:22:20 connection I think is is actually an 2:22:22 incredibly powerful thing so I think 2:22:24 we're going to see a lot of that you 2:22:26 know there's sort of a creepy weird 2:22:27 version of it if you haven't seen 2:22:29 there's a movie called Lars and the Real 2:22:31 Girl 2:22:32 which if you read the synopsis of the 2:22:35 movie 2:22:36 you think it's creepy and weird and it's 2:22:38 about a guy that has a relationship with 2:22:41 essentially a sex doll and so you're 2:22:44 like you're like this is gonna be creepy 2:22:46 and weird and it is one of the sweetest 2:22:50 most like powerfully empathetic movies 2:22:53 I've seen in ages it's it's a remarkable 2:22:56 movie Larsen the real girl go see that I 2:22:59 think it's I think there are lessons in 2:23:01 that for where we're headed 2:23:04 all right I gotta go soon it's Friday 2:23:07 night I can see those robots operating 2:23:09 in war do they make these with mounted 2:23:12 weapons so Boston Dynamics and and a 2:23:15 bunch of other of the robot companies 2:23:16 have agreed not to attached not to 2:23:19 attach weapons to their robots 2:23:23 but I'm pretty sure the military hasn't 2:23:25 made those same promises and I'm pretty 2:23:27 sure they're drones 2:23:29 have scary ass weapons on them what was 2:23:33 the one the dude the 2:23:35 the dude that we shot off the porch 2:23:37 the the terrorist guy I forget what 2:23:40 country it was from 2:23:41 but that weapon what did they call it 2:23:43 they call it the flying 2:23:45 the flying Samurai 2:23:47 it's a thing they shoot it from a drone 2:23:50 and it's like accurate to within a 2:23:51 couple of feet 2:23:53 and like when it gets close to the 2:23:54 Target 2:23:55 um it doesn't explode but it Springs out 2:23:58 a bunch of sharp blades that are 2:23:59 spinning and hits the thing and just 2:24:02 chops them to bits 2:24:03 so you know the military's already got 2:24:06 these things hopefully private 2:24:08 um you know hopefully the gun companies 2:24:11 don't start making robotic guns 2:24:15 for Jesus God bad enough as it is all 2:24:18 right everyone's dumping AI into 2:24:20 internet also research papers coming out 2:24:23 week by week yeah it's just this stuff's 2:24:25 really accelerating quickly 2:24:27 uh 2:24:31 four so it's 2:24:35 exactly this is so so to be clear like 2:24:38 why this channel exists why I'm why I'm 2:24:40 so passionate about this stuff 2:24:43 these these Technologies are gonna 2:24:46 precipitate 2:24:49 incredibly profound changes incredibly 2:24:52 quickly 2:24:53 in a way that I don't think anyone's 2:24:55 prepared for right now and so the the 2:24:57 thing I'm evangelizing is just get 2:25:00 curious just start playing with the 2:25:01 tools get educated understand what they 2:25:04 can do that may threaten what you do 2:25:07 right now 2:25:08 and get on top of that so that so that 2:25:11 if that threat starts materializing you 2:25:14 understand why it's happening where it's 2:25:16 coming from and how you can kind of 2:25:18 zigzag 2:25:19 um through all the changes because it's 2:25:22 quite profound AI replacing jobs in the 2:25:24 future it will be replacing jobs it will 2:25:26 also be creating a lot of jobs but I 2:25:28 think there's going to be a gap there's 2:25:29 going to be a two to three year Gap 2:25:30 that's it's just going to be very 2:25:32 painful 2:25:33 it's completely changed my world I'm not 2:25:35 kidding it's only been how long it's 2:25:37 crazy I'm right there with you it's 2:25:39 prongo.com 2:25:41 um 2:25:42 it's it's profoundly changed my company 2:25:44 like my vision for my company and and 2:25:47 and quite frankly my company from a 2:25:51 growth standpoint has been stagnated for 2:25:53 a while and it's been really frustrating 2:25:56 and in the past four months it took me 2:25:58 about four months to get my head around 2:26:00 how to incorporate AI into my business 2:26:02 model 2:26:03 and in the past three weeks I've been 2:26:06 presenting the new vision of my company 2:26:08 to my clients and they're losing their 2:26:10 [ __ ] minds and this is like it's a 2:26:12 big deal 2:26:14 um and I think it's going to be kind of 2:26:15 the Salvation of my company not that my 2:26:17 company was struggling it was doing fine 2:26:19 but it had stagnated growth wise like we 2:26:21 never did our hockey stick and that's 2:26:23 been really frustrating for me and so I 2:26:26 think I've got an opportunity right now 2:26:28 to completely transform my business 2:26:32 um but I gotta completely rethink it 2:26:33 like it's been it's been four months of 2:26:36 really trying to get my head around this 2:26:37 [ __ ] so yeah it's this is profound stuff 2:26:42 keep doing this it's fantastic thank you 2:26:44 for the kind words thank you for the 2:26:45 rose Silver Fox that's nice I appreciate 2:26:49 it 2:26:50 um I had the first cell phone in 94 and 2:26:53 everyone left I said one day all will 2:26:56 have a cell phone exactly 2:27:00 that was my Epiphany with the uh when I 2:27:02 when I when I first discovered 2:27:05 um 2:27:07 when I had the Epiphany that the World 2:27:09 Wide Web was going to change everything 2:27:10 it happened like this 2:27:12 I I kind of learned about this thing 2:27:14 called the World Wide Web I was doing 2:27:16 desktop publishing I was decently geeky 2:27:18 but I wasn't you know I wasn't a 2:27:19 programmer 2:27:20 and I thought well I can't I can't make 2:27:22 a website this was 1994. 2:27:24 and I thought but I have an idea for an 2:27:26 online magazine like the the internet 2:27:28 right now was just research papers and 2:27:30 dissertations it was really boring and 2:27:32 dry 2:27:33 and I thought what if I put up an art 2:27:34 and culture magazine and so I went on 2:27:36 vacation with my wife and 2:27:39 um 2:27:40 spent two weeks kind of deep diving and 2:27:42 learning HTML and and made the first 2:27:45 issue of this art and culture magazine 2:27:47 and when I got back to my apartment in 2:27:48 Brooklyn uploaded these files to some 2:27:51 computer in California with a dial-up 2:27:52 modem 2:27:54 and three weeks later I got a note on an 2:27:56 online bulletin board system I was on 2:27:58 and someone said do you know that Urban 2:28:00 desires was written up in liberatio in 2:28:03 the Parisian newspaper 2:28:05 and I ran down to Times Square 2:28:09 um and I was living in New York at the 2:28:11 time I went to the international 2:28:12 newsstand the following Sunday and I got 2:28:15 this copy of Liberation the Parisian 2:28:17 News Daily and I flip it open and sure 2:28:19 enough there's this full page article of 2:28:22 the magazine the easing 2:28:25 that I had put on files on my computer 2:28:29 on some computer in California and three 2:28:31 weeks later they were writing about it 2:28:33 in Paris and I knew in that moment that 2:28:35 the world had collapsed 2:28:37 and 2:28:39 um it it was just I remember like just 2:28:42 looking at the people walking around 2:28:43 Times Square thinking they don't know 2:28:45 what's coming like holy [ __ ] like what's 2:28:48 coming is amazing and like that's what's 2:28:50 happening right now with this AI most 2:28:52 people there's a tremendous amount of 2:28:54 people have never heard of jet gbt they 2:28:56 don't know what it is they have no 2:28:57 [ __ ] clue and and all of a sudden 2:29:00 they're going to be in a company that 2:29:01 says um 20 of the workforce gone wait 2:29:04 what why why why 2:29:06 they're not going to know what hit him 2:29:08 right like that's coming so 2:29:11 yeah you know on on the flip side the 2:29:13 the opportunity if you're in this stuff 2:29:16 right now is massive great Channel feel 2:29:18 like you're in we're in on the ground 2:29:20 floor we are absolutely on the ground 2:29:22 floor of this stuff and again don't get 2:29:24 me wrong ai's been around for decades 2:29:26 what's new is real human beings having 2:29:30 access to these powerful AI tools and 2:29:33 chat GPT was kind of the the 2:29:35 the uh the the thing that the first 2:29:38 Domino that fell 2:29:41 all right I am going to wrap this up 2:29:43 we're kind of dwindling here we're down 2:29:45 to 80 people you're my hardcore people 2:29:47 thank you for hanging out with me 2:29:50 everyone's dumping AI into the internet 2:29:53 and 2:29:54 the coordination needed okay I don't 2:29:57 know what that means someone sent a Rose 2:29:59 thank you for the rose I'm 69 almost 70. 2:30:02 welcome Bob 2:30:04 welcome are you a bloomer are you Gen X 2:30:06 you must be right on the cusp because 2:30:08 I'm solidly Gen X so you must be you 2:30:11 must be up there I don't know whether to 2:30:12 judge you or not but as soon as you 2:30:14 label yourself I'll be sure to judge you 2:30:18 uh uh uh it's completely changed my 2:30:21 world oh yeah I read this one already 2:30:23 all right 2:30:24 um 2:30:28 going for the government 2:30:30 uh I will try your three-step exercise 2:30:32 thank you Elon was just aiming for time 2:30:34 needed to play catch I agree I my 2:30:37 cynical view is that Elon you know 2:30:39 nothing he does is is by accident 2:30:44 um 2:30:45 they had to rebuild the launch pad 2:30:46 anyway yeah probably I mean what was it 2:30:48 39 Rockets or 36 rockets on that thing 2:30:52 what a [ __ ] incredible machine that 2:30:54 was 2:30:55 Starship we're talking about here 2:30:58 I mean say what you will about Elon but 2:31:01 like the man like you know 2:31:04 single-handedly made electronic electric 2:31:07 cars viable 2:31:09 um took some old shitty Russian rocket 2:31:12 technology and completely transformed 2:31:14 American space 2:31:17 um created the biggest rocket ever 2:31:19 created that successfully launched you 2:31:21 know is going to Mars right 2:31:24 um he might be [ __ ] up Twitter but 2:31:26 it's still there 2:31:27 um and you know he certainly seems to 2:31:29 have ideas 2:31:30 um you know he's doing the solar thing 2:31:32 he's doing the tunnel thing he's doing 2:31:33 the battery thing he's doing the neural 2:31:35 link thing like the guy's a [ __ ] 2:31:38 machine 2:31:40 he's like as an entrepreneur like right 2:31:43 now I've got my company of 10 years I've 2:31:46 got the AI Salon I've got this channel 2:31:49 I've got a newsletter 2:31:52 and I've got an art project which I've 2:31:54 kind of Let Die I'm not adding to it but 2:31:57 that's like 2:31:58 one major thing and three minor things 2:32:01 and and you know I'm barely keeping up 2:32:04 like this dude's got like seven or eight 2:32:07 major Innovative companies with massive 2:32:12 intellectual requirements and he's 2:32:14 somehow just doing them 2:32:16 so you have a regularly scheduled live I 2:32:18 want to keep learning more I don't 2:32:20 Silver Fox uh I just I've been trying to 2:32:23 do it in the evenings I'm trying to do 2:32:24 it every day 2:32:25 um I'll I'll uh I'll keep trying chat 2:32:27 gbt Guru I'm not hiring unfortunately 2:32:29 like I said we've been stagnated I think 2:32:32 I think we will be hiring in the future 2:32:35 um because I think this AI stuff is 2:32:36 gonna absolutely blow our company up if 2:32:39 I can get this if I can get this 2:32:40 integration right and the the vision 2:32:42 right and and get someone to pay for it 2:32:45 um I might be hiring but I'm not right 2:32:47 now 2:32:49 I remember when chat came out on a 56k 2:32:52 modem it was a real pain it was man you 2:32:54 could literally like watch things being 2:32:56 typed onto your screen as they came 2:32:58 across the wires 2:32:59 best Tick Tock I've found yet ah thank 2:33:01 you very much appreciate that I'm 2:33:04 getting a little hoarse and my butt's 2:33:05 getting numb so I I think this is mine 2:33:10 um the the kids the kids on YouTube they 2:33:13 tell you you shouldn't do more than 20 2:33:14 minutes on these things maybe an hour I 2:33:17 I'm up to like probably three hours at 2:33:19 this point so 2:33:20 how I'm judging it is when my ass goes 2:33:24 numb it's probably time to start winding 2:33:26 things down 2:33:29 okay 2:33:31 um where was I 2:33:33 [Music] 2:33:38 um 2:33:38 [Music] 2:33:40 I think I'm running out of comments 2:33:43 um 2:33:49 my favorite Tick Tock account thank you 2:33:51 a boomer wanting to learn this nice 2:33:54 learn it learn it learn it I here's 2:33:57 here's the thing about Elder talk which 2:34:00 I am now a member of and Boomer talk if 2:34:03 if you do a tick tock you'll be on 2:34:04 Boomer talk I'm on Elder talker Gen X 2:34:06 talker whatever the [ __ ] 2:34:08 um 2:34:09 yeah 2:34:13 if I were starting a company right now 2:34:17 I would probably populate it with older 2:34:20 people rather than younger people 2:34:23 and six months ago I wouldn't have said 2:34:25 that 2:34:27 and it's it this isn't an ageism thing 2:34:29 this is like a really practical thing 2:34:32 I think what's come I think what's 2:34:33 coming I I think the biggest part of the 2:34:36 market that's [ __ ] and I think it's 2:34:38 going to be [ __ ] for a while is entry 2:34:40 level positions I don't know where you 2:34:43 enter 2:34:44 two years from now because 2:34:46 you're coming out of college college is 2:34:48 going to be screwed up they're going to 2:34:50 be teaching people the wrong skills 2:34:51 there's going to be a handful that get 2:34:53 it right but most of them are just going 2:34:54 to be doing what they've done 2:34:56 so colleges are students are going to 2:34:59 come out of college with acceptance that 2:35:01 are not applicable 2:35:03 the bottom 20 or 30 percent of the most 2:35:06 repetitive 2:35:08 um kind of low level 2:35:10 parts of the work for any company where 2:35:14 the entry level people normally come in 2:35:16 and they do kind of the [ __ ] work like 2:35:18 go sort this [ __ ] in the spreadsheet and 2:35:20 go clean up my data and go you know get 2:35:23 me a coffee right whatever all that low 2:35:25 level stuff 2:35:27 is all going to be automated out 2:35:30 and then and then what happens is like 2:35:33 who I would want in a new organization 2:35:35 is someone who's like been in the 2:35:36 workforce for 20 or 30 or 40 or 50 years 2:35:39 that also knows how to use these tools 2:35:42 right I don't want someone coming in 2:35:43 going gee I'd like to learn AI I want 2:35:46 someone who's curious about it who's got 2:35:48 ambition like a young person but has 2:35:50 World Experience because I want them to 2:35:53 be able to use these tools and when 2:35:54 these tools generate a pile of content 2:35:56 or whatever it is results 2:35:59 people with more work experience are 2:36:02 going to be able to very quickly curate 2:36:04 that content and go that's good that's 2:36:05 not good this is brilliant let's let's 2:36:07 tighten that up let's put it together 2:36:09 the machines are going to do it so I 2:36:11 think older people learning this right 2:36:13 now are actually going to have a 2:36:14 significant leg up and are going to be 2:36:16 in demand because they're going to be 2:36:17 better at curating and kind of 2:36:19 conducting a symphony rather than doing 2:36:23 kind of the Tactical violin playing so 2:36:25 yeah kudos for learning this stuff in 2:36:28 your 70s I am nearly in my 60s or you're 2:36:32 what are you 60 69 going on 70. 2:36:35 all right I think we're at the bottom 2:36:37 here we're at the bottom of the comments 2:36:38 we made it through 2:36:40 thank you all for being here 2:36:43 um I think I will enjoy the image 2:36:44 creation I've always struggled to create 2:36:46 what I can see in my mind so this is 2:36:47 gossamer prints 2:36:49 um dude I'm telling you it like if you 2:36:53 if if I'm the same way like I'm okay at 2:36:56 design like I've got a good eye for 2:36:59 layout and design but I'm not a great 2:37:01 designer and I'm a horrible illustrator 2:37:05 and mid-journey for me is like [ __ ] 2:37:09 magic it let me let me show you 2:37:11 something I'll show you 2:37:14 um I'll show you an image that that was 2:37:18 was a real Revelation for me 2:37:21 um oh I think we're in the neighborhood 2:37:23 of it actually hold on I'm just digging 2:37:26 through a bunch of my images here 2:37:28 so these are from this project that I 2:37:30 did called Kyle Shannon dreams these 2:37:32 were done with um stable diffusion and 2:37:33 dream booth 2:37:35 and there was one image that I made 2:37:40 that 2:37:42 just it it blew my mind and I'll tell 2:37:45 you why when I when I find it here 2:37:47 hopefully I can find it quick it's blue 2:37:52 and it's this crazy eye with a chin 2:37:57 uh 2:37:58 oh this is a cool one that's just a cool 2:38:02 you know space man version of me like if 2:38:05 I had become my dad was a pilot so 2:38:09 um let me see if I can find it I think 2:38:11 we're getting close 2:38:12 these are cool too these these jellyfish 2:38:15 flying in the sky those are kind of cool 2:38:21 here it is this image 2:38:25 so 2:38:27 I don't even know what the prompt was 2:38:29 for this image I'm sure I could go find 2:38:31 it but 2:38:33 so this was for for stable diffusion so 2:38:36 I think I copied someone else's prompt 2:38:37 and I just kind of started slightly 2:38:39 modifying it and when this image popped 2:38:42 up 2:38:44 I had an emotional reaction to it like 2:38:46 this visceral reaction and it was like 2:38:49 it it was there was something beautiful 2:38:52 about this like the beauty of it 2:38:54 captured me but what it was was this 2:38:57 this is the kind of art I would create 2:39:00 if I had the talent to do it 2:39:04 and it was just like this is my like 2:39:07 this is my aesthetic and I didn't know 2:39:09 it until I saw it like I was you know 2:39:11 I'm literally looking at thousands of 2:39:13 images going by and then when this thing 2:39:15 happened 2:39:16 I was like oh my God like that's what I 2:39:19 would create and it's executed I mean 2:39:21 it's just [ __ ] brilliant and 2:39:22 beautiful and surreal and creepy and 2:39:26 sort of a self-portrait and sort of not 2:39:28 and it tells a story right it's just 2:39:30 this amazing amazing thing so if you're 2:39:34 if you're 2:39:35 if you're imagining that these tools 2:39:38 that mid-journey can help pluck [ __ ] out 2:39:40 of your imagination and realize it it 2:39:43 can 2:39:44 um so I would definitely say go to 2:39:46 mid-journey um pay the 10 bucks a month 2:39:49 like that's all I pay I pay the lowest 2:39:50 amount a month I pay for mid-journey I 2:39:53 pay for mid-journing I pay for chat GPT 2:39:55 and that's about it a couple of back 2:39:57 ends or things like zapier and Google 2:40:01 collab I pay for but that that's it 2:40:05 um but I pay for mid-journey just 2:40:06 because it's better one of the women 2:40:08 that's in the AI Salon that I host 2:40:12 um she 2:40:13 um she's been using it to interpret her 2:40:15 dreams 2:40:16 so she she writes her dreams into 2:40:18 mid-journey and then just generates [ __ ] 2:40:21 until she sees what she saw so it's 2:40:24 that's super super cool I'm an old 35 2:40:26 year old that's great 2:40:28 um yeah I was I was kind of in my 2:40:30 mid-30s when I discovered the web so 2:40:33 all right I am going to wrap this up 2:40:42 all right 2:40:44 it's currently I chose her with paying 2:40:47 for I just said that Chachi BT 2:40:48 mid-journey those are the two I pay for 2:40:50 right now nothing else all right 2:40:52 everybody peace out have a good night 2:40:56 thank you for hanging out with me bye