
AI Learning Lab
11/22/2024 - Quantum Rap, AI Education & Creative Exploration: A Mind-Blowing AI Journey

Live Stream2024-11-232:04:0694 views
Description
Dive into the fascinating intersection of AI, creativity, and education with Kyle Shannon of the AI Learning Lab. This insightful discussion explores the unexpected viral success of his AI-generated hip-hop song about quantum mechanics, "Quantum Cipher," and its potential as an educational tool. Kyle looks into the creative process, highlighting the collaborative interplay between human ingenuity and AI capabilities, emphasizing the importance of linguistic craft and strategic prompting. He also showcases practical applications of AI tools like Decohere for image generation and Luma Labs for video creation, encouraging a playful, experimental approach to AI. Furthermore, he discusses the transformative impact of AI on education, the future of work, and the ethical considerations surrounding its rapid advancement, inviting viewers to embrace AI as a collaborator rather than a competitor.
Join the conversation and explore the exciting possibilities of the AI Renaissance at [https://tiktok.com/@aiLearningLab](https://tiktok.com/@aiLearningLab).
#AI #ArtificialIntelligence #Creativity #Education #HipHop #QuantumMechanics #GenerativeAI #AILearningLab #TheAISalon #Innovation #FutureofWork
Chapters:
00:00:00 Music Intro/Greeting
00:05:00 Song Discussion
00:07:40 Audience Comments
00:08:21 Inviting Guests
00:09:19 Quantum Cipher Explanation
00:13:15 Playing The Song
00:24:31 Discussing The Video's Popularity
00:27:17 Lyric Analysis
00:36:14 Statistical Analysis Of Lyrics
00:42:00 Artificial General Intelligence Discussion
00:48:00 Digital Twins And Business
00:51:57 Audience Q&A
00:59:52 The AI Salon
01:06:15 Decohere Image Generation
01:24:00 Creative Brief Generation With GPT-4
01:46:44 Canvas Features
01:54:00 Weekend Homework/Play
02:00:02 Thanksgiving Plans
02:01:03 AI Salon Anniversary
02:02:10 Closing Remarks/Farewell
Chapters
0:00Music Intro/Greeting5:00Song Discussion7:40Audience Comments8:21Inviting Guests9:19Quantum Cipher Explanation13:15Playing The Song24:31Discussing The Video's Popularity27:17Lyric Analysis36:14Statistical Analysis Of Lyrics42:00Artificial General Intelligence Discussion48:00Digital Twins And Business51:57Audience Q&A59:52The AI Salon1:06:15Decohere Image Generation1:24:00Creative Brief Generation With GPT-41:46:44Canvas Features1:54:00Weekend Homework/Play2:00:02Thanksgiving Plans2:01:03AI Salon Anniversary2:02:10Closing Remarks/Farewell
Transcript
0:00 [Music] 0:10 [Music] 0:17 [Music] 0:33 [Music] 0:39 good 0:40 day good day champy 0:44 [Music] 0:59 [Applause] 1:01 [Music] 1:08 there been something baby I've been 1:10 trying to 1:13 say age and it seems I don't know 1:20 how the past and the future now 1:22 surrounding 1:25 me surrender to whatever 1:30 [Music] 1:31 there's been a little 1:34 trouble since you came to my 1:37 [Music] 1:40 rescue and if you like all of the rest I 1:43 would have quit you long quit you long 1:46 ago but I couldn't do 1:51 that oh tell me now women and why never 1:56 went too 1:58 well make a man C Mak him cold as 2:04 hell I know woman you wish me 2:08 well but 2:10 SP still going to have to find my way 2:15 through 2:16 [Music] 2:25 [Music] 2:36 [Music] 2:41 is this place I can rest my 2:48 forhead my thoughts in sweet 2:54 silence and buest place where the 2:57 feelings AR dead 2:59 [Music] 3:01 from an over exposure to 3:05 violence buest place I can slowly face 3:09 the only one I truly can 3:13 know these are tears from a long time 3:17 ago got these tears from a long time ago 3:21 I need to cry 30 years so these are 3:26 tears from a long time 3:30 [Music] 3:37 go well oh darling Oh Darling you say 3:41 unto 3:42 [Music] 3:45 me where have you been all my 3:51 life well I have been swimming seven s 3:58 Seas all women have toss me their 4:02 lifelines I pull them into the waters 4:05 darker in out have one them but I didn't 4:10 know these are tears from a long time 4:13 ago got these tears from a long time ago 4:18 I need to cry the years or 4:22 so these are tears from a long time 4:30 a 4:34 [Music] 4:47 go good evening good people hello people 4:51 of the Tik Tock people of the YouTube 4:53 people of the X it it would sound so 4:55 much better if it were people of the Tik 4:57 Tock people of the YouTube people of the 4:59 Twitter 5:00 but no Elon had to go and [ __ ] it 5:05 up anyway 5:09 hi my name Kyle Shannon hey KY hey ky ky 5:14 Cy 5:16 Cy this is the AI learning lab if you're 5:19 new here welcome we'll talk about AI 5:21 stuff 5:22 tonight this week we've been talking a 5:25 lot about a little rap song I put 5:28 together it's been getting been getting 5:30 a lot of Attraction which is cool 5:36 [Music] 6:04 [Music] 6:07 oh Freedom came out way that 6:13 night just like a jet plane in and out 6:17 of 6:18 side I was hauling ass at a million 6:21 miles an hour wonder how died 6:29 here when they came into the 6:32 [Music] 6:35 station they said I was mad beond 6:40 repairs but I got no quals with my 6:46 situation say here I 6:49 [Music] 6:53 am 6:55 so say Shere Shere Shere won't you d 7:02 say sh sh sh w't you 7:06 D say sh sh 7:11 sh 7:13 uhhuh yeah leave a message and your 7:17 number 7:20 please take a time to want to satisfy 7:26 me take all these old fantasies 7:30 send them care of 7:40 me I know champ good song solid song 7:43 solid song Marty Martin Saxton you are 7:46 brilliant thank you very much Steve I 7:48 appreciate that brilliant uh we will 7:51 leave for the brilliant people but I 7:53 appreciate the kind 7:55 words 7:58 um so what we're going to do tonight 8:00 there's there's a bunch of stuff Silver 8:02 Fox I've been inviting Alyssa Milano to 8:05 your times for about a week maybe 8:07 tonight's theight awesome hopefully she 8:10 comes bring her up here and give her a 8:13 little platform to chat 8:16 [Music] 8:21 away Brandon has figured out how to get 8:24 someone if we want to invite someone to 8:26 join the YouTube live stream which 8:28 you'll watch on that little window when 8:30 I flip it over here he's figured out how 8:32 to do that so if she does show up we can 8:36 make that 8:39 happen lots of lots of Hearts going on 8:41 on Tik Tok thank you if you're on uh X 8:44 or YouTube so here here's how this works 8:46 if you're on Tik Tok if you go to my 8:49 name and click on Youtube it'll jump you 8:52 over to the channel uh if you don't feel 8:54 like searching for it just go to YouTube 8:56 and search for at AI or no at 8:59 learninglab 9:01 Das 9:02 ai ai learning lab was taken I was too 9:07 slow 9:11 Che oh lid was 9:19 closed um but what we're gonna do 9:23 tonight is we're 9:26 gonna we're we're going to uh we're 9:29 going to continue playing around with 9:33 um the quantum Cipher and it you know 9:36 it's funny 9:39 like I always like that word Cipher 9:41 right you know for for for rap and and 9:45 just just in general it's just a cool 9:47 word and so we made this thing the 9:49 quantum Cipher or you know that that was 9:52 what I said I wanted an Eminem style 9:55 Cipher about quantum mechanics and then 9:58 I just didn't have a better name so just 10:00 called it the quantum Cipher but it 10:01 really is a cipher there's a lot in it 10:05 there's a lot in it um the other thing 10:08 that's kind of fascinating 10:10 is 10:12 um so the the maybe I'll maybe I'll just 10:16 play the video for you and then we can 10:18 we can talk about it um yeah why don't I 10:21 do that enough of me singing slightly 10:24 off key and slightly off beat let's 10:27 let's witness something that's actually 10:29 on the beat 10:31 a lot of people are like that's really 10:32 remarkable but it's soulless well here's 10:35 Soulful and you 10:38 know Divine Cipher for the people in the 10:41 back you know what's funny I asked I 10:43 think it was in this 10:45 chat um I said I said is cipher the 10:48 right word for the name of this song is 10:53 cipher 10:57 um the right 11:00 word for this 11:03 song and how is it 11:07 different 11:08 than Cipher with a Y which I don't even 11:11 know the answer to that maybe Cipher is 11:13 not even a 11:17 word oh I'm in 01 preview it's thinking 11:20 about 11:21 it um Cipher traditionally refers to a 11:24 secret disguise way of 11:27 writing um Cipher hipop culture oh so it 11:30 should be 11:32 why in hip-hop culture a cipher with a Y 11:36 is a gathering of rappers beatboxers 11:38 dancers in a 11:40 circle 11:41 Cipher is an alternative spelling of 11:44 Cipher but in modern usage Cipher with a 11:46 Y has become associated with the hip-hop 11:50 context well I can't go change all my 11:52 tweets I could change it on 11:55 Spotify this is what happens when we 11:57 move fast people 12:00 and when you trust chat GPT it was funny 12:02 in in uh in 40 I asked it and it said it 12:07 was right um given quantum mechanics 12:10 theme Cipher could oh oh 12:13 wait given the quantum mechanics theme 12:16 Cipher could cleverly underscore the 12:19 complexity okay so this is good all 12:22 right so here's what I learned I learned 12:24 that I used the wrong word my intent was 12:26 to use the one that was used in hipop um 12:29 and only had chat GPT tell me so it told 12:32 me wrong [ __ ] um and and so now that 12:35 I'm learning here the Y is the one for 12:38 hip hop the I is the one that means like 12:41 like a a 12:43 puzzle but the I that that's a good play 12:46 on words it it's it's it's very much in 12:49 theme with Eminem So anyway um that's 12:52 pretty 12:54 cool 12:55 so Quantum Cipher or Quantum Cipher 12:58 welcome to my Cipher 13:00 where every Line's a code to crack and 13:03 that's so that's that's what hit me so I 13:04 want to I want to go through a thing 13:07 that I posted on Twitter today about the 13:10 layers of complexity in the lyrics of 13:13 this song but before we do that why 13:15 don't we go play the song um 13:22 okay I gotta do this hang on a sec we 13:25 gotta do that we gotta do that and then 13:30 what we're going to do you know Kyle hey 13:32 Kyle KY Kyle hey Kyle all right there's 13:38 that there's two types of 13:41 Cipher there's an encryption Cipher and 13:43 Cipher in Hip Hop and yeah the cipher 13:45 and Hip Hop uses the why and that's what 13:48 I [ __ ] up on but I will just claim all 13:51 of you know the secret that I'm I was 13:54 just a dumb dumb but now that I know 13:56 that there's two 13:58 different versions and I chose the wrong 14:01 one I'm just going to say I chose the 14:04 right one it's a play on words like 14:06 Eminem I'm layered I'm 14:08 deep I'm hipop Rick riic one of the best 14:12 comments so so so for those of you who 14:15 don't know uh this this song that I'm 14:17 about to play you um it's sort of taken 14:20 off so there's a there's a Tik Tok video 14:22 in my channel where it says holy crap 14:24 and then I'm sitting in the car I'm just 14:26 like a fat old guy sitting in the car 14:29 talking about this hip-hop song that I 14:31 made and and it's gotten now like 14:34 330,000 views like it is it is eclipsed 14:37 anything I've ever done um one of the 14:41 one of the comments one of the comments 14:43 I got today was oh so what I guess like 14:46 fat old men sitting in cars are are 14:48 hip-hop stars now and I was like yep 14:53 apparently 14:55 so someone else was like do you even 14:58 know anything about hip-hop like not 15:02 really but I know words I know words and 15:06 I appreciate 15:08 words ah and that's that's one of the 15:11 lessons I think is that um one of the 15:14 lessons with 15:16 AI is if you're new to 15:20 AI the trick with it is use your words 15:24 right there's actually you know it's 15:26 funny there's there's a lot of parallels 15:29 between hip hop and and AI because it's 15:34 all about the words right it's all about 15:36 you know crafting and navigating using 15:39 words to navigate the world right and 15:42 that's kind of what hip hop is it's like 15:44 how do we how do we take this shitty 15:46 situation or this shitty life or this 15:48 shitty whatever it is and and you know 15:51 recontextualize it with 15:52 words that's all AI is it's like use 15:55 your words figure out what is the 15:57 combination of words that you can put in 15:59 into this bizarre machine to get it to 16:01 spit something back out that is a 16:04 version of what you wanted and it's you 16:07 know it's funny a lot of the comments 16:09 that are negative there's they're mostly 16:11 positive which is cool but a lot of the 16:13 comments that are negative are just like 16:16 it's it's that assumption that well say 16:17 I you just push a button there's no work 16:19 there's no craft and it's just not true 16:22 there's there's linguistic craft to be 16:25 able to get to the things to do what you 16:28 want them to do it's like I'm getting a 16:29 lot of comments like well how did you 16:30 get it to talk fast like that I can't 16:33 get it to do that well like I don't know 16:34 like maybe I just got lucky maybe it was 16:37 some combination of how I asked it I 16:39 don't know so anyway kind of fascinating 16:42 all right so how's 40 for screenwriting 16:46 I haven't explicitly 16:50 um 16:54 well okay so e so 16:57 okay 40 for screen writing it's a good 17:00 question 40 for screenwriting here let 17:02 me let me turn this thing 17:08 off chat gp4 has always been better at 17:11 writing than than the other llms until 17:16 within the past four or five months 17:19 Claude got really good at creative 17:20 writing so claude's good at creative 17:22 writing gp4 is good at creative writing 17:25 I think chat gp40 17:29 is really good at um story 17:34 structure but it's historically been bad 17:36 at dialogue right so if you want to get 17:39 the the scenes it would just do them too 17:41 short it it was just 17:43 shitty um and then when 0an preview came 17:47 out um as a test I uploaded a fragment 17:50 of a screenplay outline and a fragment 17:52 of a screen play that I had you know 17:54 started years back and I basically just 17:56 said finish the outline and it thought 17:59 about it for I don't know 59 minutes or 18:02 or 59 seconds or something like that 18:03 thought about it a lot 18:06 um 18:08 okay okay um and 18:12 um it it finished the outline 18:15 brilliantly and then I said I just 18:17 picked a random scene and I said write 18:19 this scene and it it was shockingly good 18:23 so 01 preview is good at writing I 18:27 assume you're going to need to give it 18:28 some sample writing that it can follow 18:30 but once once I gave it that it was 18:32 quite good I haven't tried doing 18:35 dialogue writing with the new creative 18:37 writing version of chat GPT that came 18:39 out this week so but I would imagine 18:41 it's probably pretty good all right what 18:45 are we going to do we are going 18:49 to stop that we're gonna come over here 18:55 [Music] 19:11 what the world needs now is love sweet 19:16 love all 19:19 right not the only 19:22 thing that there's just to Little 19:28 Love all right 19:33 [Music] 19:39 kids okay 19:41 so so this is the video in question 19:44 here's a fascinating thing about 19:46 [ __ ] Tik Tok yeah I said it uh 19:49 one streamyard started coming okay 19:52 um 19:54 so I put up the video of old man in the 19:59 car talking about holy crap this AI 20:02 shit's 20:04 good followed by the song that thing's 20:07 gotten 330,000 views it just keeps you 20:10 know it just keeps getting watched and 20:13 shared then I put up the song itself 20:15 with the lyrics and then I put up this 20:17 video on Tik Tok as Standalone 20:21 files they're like Tik tok's blocking 20:23 him and to the point that Kelly Bosch 20:26 reached out to me and she goes is Tik 20:27 Tok blocking the video cuz like normally 20:29 I get three or four thousand views like 20:31 that and I've only got a thousand I was 20:33 like I've got like 20:34 800 so the the shitty video of the fat 20:38 guy in the car that's getting all the 20:40 views nice and then but this this is 20:44 uh so the history if you haven't been 20:47 here the past couple of 20:48 nights five nights ago 20:52 now um I was just living my my life we 20:56 were doing these lives and then 20:59 the next day um chat GPT came out with 21:03 this new creative writing upgrade and so 21:05 I tried it and for the first time in two 21:07 years it wrote lyrics for an Eminem 21:11 style 21:12 rap really close to how Eminem does word 21:15 play and sophisticated word play Within 21:18 the lyrics I was like [ __ ] and so I 21:21 updated you know I refined it a bit and 21:24 then I took those lyrics put them into 21:27 suo V4 tuno version 21:30 4 and had chat GPT write me the prompt 21:34 for that right give me something that is 21:36 describes his music without using his 21:38 name and so I ended up with this song 21:41 and then the next day I asked Kelly 21:43 Bosch if she would do a video she showed 21:46 up last night with this video so in less 21:49 than like a 36h hour period this thing 21:53 went from not existing in the world to 21:55 this video so here you go so here's 21:58 here's what everyone's 21:59 been sharing and excited 22:01 [Music] 22:11 about I'm tangled with the beat spooky 22:13 action in the boo the Adam with a 22:15 pattern every bar burst of Truth super 22:17 position in the mission Fusion fusing my 22:19 intentions paralleling every line I'm a 22:21 prism of Dimensions mulic Antics I'm 22:24 manic with the semantics my rhs Collide 22:26 like particles Dynamic and gigantic 22:28 oscillating I'm weaving Quantum States 22:30 spit a verse and watch the Multiverse 22:32 reciprocate I'm discreet like planks 22:34 beat energy and tight packets when I 22:36 rapid M motion fing flows in the E 22:39 equals every I my P like antim when it 22:43 cles with quick as a flick of a I'm a 22:46 catalyst atomically spit in the script 22:47 I'm with the m wh fing the tempo theal 22:51 Crescendo sending my Sy slicing through 22:53 time like a sharpen new window qu 22:55 Precision I'm ripping the Rhythm I'm 22:56 spitting in prising Visions I'm shifting 22:58 Dimensions with lcal 23:01 in turul Sp I'm the velocity ripping the 23:04 your dation Cadence I stretch the second 23:07 I'm pacing Heisenberg with the mic 23:09 uncertainties the foundation observer 23:11 effect in effect the second I start to 23:12 speak collapse reality potential with 23:15 every word that I tweak yo my flows a 23:17 firm spinning in lyrical collisions 23:19 every bars a quk spark in a fusion of my 23:21 Visions I'm a wave in a particle 23:23 unpredictable art entangled in the 23:25 cipher splitting atoms with my heart 23:27 from wormholes to portals I'm immortal 23:29 the sches through the fabric of this rap 23:30 i s the threads of my dreams dark matter 23:32 in my patterns unseen but colossal black 23:35 whole soul pulling rhythms through the 23:37 gospel Double the Trouble I'm stacking 23:38 the rubble mys are com speeding and 23:40 weaving believe it I'm leaving your 23:42 speakers erupting I'm the equation of 23:43 pacing erasing the limits of sound 23:45 taking the crown breaking the bounds I'm 23:47 a force you can't slow down rapidly 23:49 tapping the map of my mind I Define 23:51 every pattern emotion bars of a bullet I 23:53 pull it and shoot it with ruthless 23:54 devotion I'm the ignition of friction 23:56 depicting a world that is vivid and 23:58 bright fire Fury got the track in the 24:00 blaze at the speed of 24:08 light shifting perspectives midline like 24:10 Quantum flips in my grind infinite 24:12 chances to shine I'm the master of space 24:14 every rhes of Singularity collapsing the 24:17 infinite I'm the big bang slang 24:18 expanding my imprint Limitless so step 24:20 into the quantum where the chaos aligns 24:22 my bars of entropic logic redefining the 24:24 Divine from the smallest of particles to 24:26 the cosmos that we know this is w limit 24:29 Quantum flow let 24:31 itow so so that's the video and it 24:34 sounded like some of you didn't have um 24:37 audio there so sorry about that don't 24:40 know what happened there let 24:41 me Let Me Entertain y I'm GNA 24:47 change change how we presting because 24:50 that's what we got to 24:52 [Music] 24:55 do there we go all right 24:59 beautiful buffering and blurring YouTube 25:02 can't keep up with it YouTube's trying 25:04 to understand the lyrics it's like I 25:06 can't get I can't do it I can't do it 25:09 people all right Emmy winner B and Emmy 25:12 category that would be cool wouldn't it 25:14 I would I would like that beautiful 25:16 thank you very much so um so even before 25:20 we had the video I mean the the visuals 25:22 in the video Kelly Bosch is just she's 25:25 just stunning the the work that that she 25:29 does 25:33 like she's so 25:35 hip like you know science science flying 25:38 all 25:42 around so even before we had the visuals 25:46 there's something about 25:48 this song that people so there were a 25:51 couple of things one is people literally 25:53 couldn't believe that AI could do that 25:56 lyrically or musically and again the 26:00 capabilities both lyrically and 26:03 musically went up a level this week 26:06 right so a week ago this project wasn't 26:10 possible at this level like you could do 26:11 a version of it but it wouldn't be at 26:13 this 26:14 level and then and then you know the the 26:17 other thing is just they're like you 26:18 know like the lyrics and the and the and 26:21 just it's like a beat I would listen to 26:22 and a lot of people like put it on 26:24 Spotify so it's on Spotify now so if you 26:26 search for the quantum Cipher C i p h e 26:30 r which we now know that's I I chose 26:33 that spelling correctly on 26:36 purpose it was not a mistake for 26:39 definitely for sure that's the correct 26:42 spelling as I intended because I am a 26:45 master of the 26:53 words oh good lord okay but 27:00 something struck me about the 27:03 lyrics and that was they're more 27:07 sophisticated well if I really took the 27:10 time to parse them I could parse them 27:15 but there's a lot going on so let's go 27:17 find the lyrics and we'll look at them 27:30 I can't even do it I can't even fake 27:31 word 27:37 it I probably have this somewhere else 27:39 here they are is this it 27:43 yeah all 27:46 [Music] 27:50 right you can see that right you can see 27:53 that good oh [ __ ] Tik Tok sorry about 27:55 that oh I am totally screwing up Tik 27:57 tok's life over here I don't have the 27:59 black thing up there you go let's see 28:02 let's get the words on 28:04 screen my big fat heads in the way but 28:07 you'll get the basic idea all 28:11 right what did she use to make the 28:14 visuals so Kelly used Dolly 3 so chat 28:17 GPT to make the visuals and then she 28:21 used Runway ml to animate 28:25 them Cipher is an ancient mimetic symbol 28:28 that rep represents life with soul at 28:30 its base oh nice oh Cipher with the 28:33 Y maybe take chunks of the L 28:37 lyrics and have chat 28:40 GPT prompt mid Journey that's not a bad 28:43 idea well so anyway 28:45 so so yo I I'm tangled with the beat 28:49 spooky action in the booth split the 28:52 atom with the pattern every bar is a 28:54 burst of Truth split the atom with a 28:56 pattern 28:59 um so amazing I'm tangled with the beat 29:03 spooky action in the booth so spooky 29:04 action that's what Einstein called 29:07 Quantum quantum 29:08 mechanics uh this is about quantum 29:11 entanglement um split the atom I assume 29:14 with a pattern means like you know it's 29:16 both a wave and 29:18 a um and a w wave and a 29:24 um physical object whatever the [ __ ] 29:27 [ __ ] that is 29:29 um superposition in the mission F Fu 29:33 Fusion fusing my intentions like that's 29:36 Fusion fusing my intentions that's such 29:39 a cool line parallel in every line I'm a 29:42 prism of 29:43 Dimensions so I had um chat GPT analyzed 29:49 this I thought rather than use my stupid 29:54 monkey 29:55 brain why don't I 29:58 have chat GPT use its crazy ass PhD 30:03 level 30:10 [Music] 30:24 brain let's see 30:37 so I gave it an objective understand the 30:39 key concepts of quantum mechanics 30:41 presented in the lyrics analyze the use 30:43 of language literary devices and poetic 30:45 structures explore the social and 30:48 cultural context of blending science and 30:50 hipop and then engage creatively with 30:53 the material through discussion and 30:56 activities so what's what struck me 30:59 about this project 31:01 is a lot of the comments that I'm 31:04 getting on both Twitter and Tik Tock are 31:09 like I want to use this for education or 31:11 this would be great to use for 31:13 education and so that it opened up kind 31:17 of a whole world to me that 31:21 that if you think critically and if you 31:24 think 31:27 creatively a about anything you produce 31:29 with 31:30 AI it gives you the opportunity to kind 31:33 of open the door to other kinds of 31:37 output right so if I was just if I was 31:39 just a music 31:41 producer and I produced that song or 31:45 even just that beat or the lyrics or 31:46 whatever it was then I'd go I'm gonna 31:49 make the song and then I might you know 31:50 make the video or that might come 31:54 later and I'd just be focused on on the 31:56 song and the track and maybe the 31:58 marketing for the 31:59 song but because AI can basically go 32:03 anywhere you want it to 32:07 go if you get an idea like someone says 32:09 oh you should use this for Education 32:12 well [ __ ] what could you do well the 32:14 lyrics are pretty dense what if we went 32:16 and looked at 32:17 them 32:20 so here are the lenses that chat 32:24 jpt used the language lens vocabulary 32:29 and diction literary devices rhythmic 32:32 structure social and cultural lens 32:35 Fusion of genres representation cultural 32:38 impact scientific lens Quantum Concepts 32:41 entanglement superposition planks 32:43 constant metaphorical interpretation how 32:46 are quantum Concepts used metaphorically 32:50 to describe the artist's skill and 32:54 experiences like 33:00 that it did that is just you know crazy 33:03 and that it can now analyze it and tell 33:05 us what's in there that's that amazing 33:08 mathematical lens philosophical lens 33:10 artist artistic and creative lens 33:14 right so then it designs activities for 33:17 us Activity one vocabulary building 33:19 enhance understanding of complex terms 33:21 in create instructions create flash 33:24 cards for each scientific term used in 33:26 the lyrics on one side write the term on 33:28 the other it's 33:30 definition literary device hunt um 33:33 identify and analyze literary devices in 33:35 small groups find examples of metaphors 33:38 similes alliteration internal Rhymes 33:41 discuss how they contribute to the 33:42 song's 33:44 meaning um so so you're getting you know 33:47 science you're getting 33:49 language um deep in the knowledge of 33:52 quantum mechanics choose one scientific 33:54 concept from the lyrics and prepare a 33:56 short presentation explaining in simple 33:58 terms creative expression write your own 34:01 verse or poem incorporating scientific 34:04 concepts with at least two literary 34:05 devices so this is this is one of those 34:08 things 34:10 where critics of AI sitting on the 34:12 outside will say oh AI produced it so 34:15 it's all 34:18 garbage but it's not and how you make it 34:22 obvious that it's not garbage is you use 34:24 it as a teaching device for students to 34:28 to do other things like you go write 34:30 your own verses now and if you think 34:33 these suck because AI wrote them go 34:35 write some better ones right I think 34:38 that's brilliant um interdisciplinary 34:41 connections metaphorical meaning um 34:43 innovative ways to engage students so 34:45 it's giving us a whole lesson plan 34:48 here 34:52 um all right let me scroll to the Bottom 34:55 now because I did some stuff this 34:57 afternoon that I that was pretty 35:01 good this is the teachers 35:07 guide and I put this if if you're here 35:10 on X one of my recent posts I I posted 35:15 some of this stuff on X today which I 35:17 thought was was pretty 35:22 [Music] 35:25 cool this one of one of the Challen es 35:28 of um of large language models is they 35:32 produce so much content that you're like 35:34 ah [ __ ] I got to go through the 35:38 [Music] 35:50 content huh what did I where did I 35:56 lose did I do 36:00 and hold please hold 36:14 please I did a statistical analysis 36:17 actually let me just go to my let me go 36:19 to my 36:21 Twitter and I'll I'll show you on my 36:23 Twitter 36:33 one of the one of the 36:36 uh um whatever you call it criticisms 36:41 that I got from people were that the 36:43 lyrics were word 36:45 salad now I might not know the 36:47 definition of word salad but I do know 36:50 that it's a disparaging remark that 36:53 means your words are meaningless sir 36:56 your words suck and my words are much 37:01 better um 37:05 so so I so I did this post on Twitter 37:08 word salad my ass you know some some 37:10 haters basically say it's AI Dil 37:14 um so what we created what I created 37:18 using chat GPT was a linguistic 37:20 scavenger 37:21 hunt and um so this is the analysis that 37:27 um that chat GPT did it basically said 37:31 there's 18 metaphors used five similes 37:33 12 instances of 37:35 alliteration 15 instances of internal 37:37 Rhymes 20 instances of multi- cabic 37:40 Rhymes um six double on tandas one of 37:43 the things that um the know--it alls 37:46 said in the comments was um yeah M&M's 37:50 use double on tandas there's none in 37:52 here you big fat loser they didn't say 37:54 that last part I I add that in my head 37:56 just to keep the shame stick rolling um 38:00 uh unique vocabulary words 120 literary 38:02 devices used over 50 in instances right 38:05 of of all these different things then 38:07 scientific references 25 terms um 38:11 quantum mechanics uh Concepts 12 of them 38:14 are in there um mathematical Concepts 38:18 philosophical Concepts right so so 38:20 numerically here's all the [ __ ] that's 38:21 in there and then so here's this the 38:24 scavenger hunt challenge find all 18 38:26 metaphors and identify the compar being 38:28 made like this is just brilliant so the 38:31 other thing that hit me is I'm looking 38:32 through this little scavenger hunt which 38:34 it it just sort of whipped this up and I 38:36 you know copied and pasted some of the 38:37 best parts of it and then I said here's 38:39 your lyrics go go have fun with it 38:44 um there's so many so many ways that we 38:48 could dissect this project we could do 38:51 um keep the songs in a similar style but 38:55 you know this is the song about quantum 38:57 mechanics and then we could do a song 38:59 about I don't know Agriculture and we 39:02 could do a song about biology and we 39:04 could do a song about geology or 39:07 geography and do a song about political 39:09 science right you could do all these 39:11 different songs and then every one of 39:13 them becomes a teaching opportunity for 39:15 that discipline but all these other 39:17 layers of linguistics and culture and 39:21 Society like that that's just stunning 39:24 right um or you could do everything's on 39:27 quantum mechanics but you do all sorts 39:29 of different musical styles or you do 39:31 all sorts of different hip-hop artists 39:32 like like there's just an infinite 39:34 number of ways you can cut 39:36 this the other thing that I thought 39:38 would be fun tonight is um is 39:43 to go over to Claude and see if Claude 39:47 can actually do some analysis and come 39:49 up with a an interactive dashboard for 39:52 us we'll we'll basically watch Claude 39:54 build an interactive 39:56 dashboard of these lyrics and so so I 39:59 don't know how we're going to do that 40:00 like one of the things that this channel 40:03 is about is just playing right just 40:05 explore very often that playing and 40:08 exploring leads to my red-faced 40:12 humiliation at how awful the evening 40:15 was but I'm willing to do that for you 40:19 all right let's see Kyle makes me laugh 40:22 it loud at work thank you very much um 40:25 let me see there's some starred comments 40:26 here let's let's let me just take a 40:28 break before we go off and and play 40:30 What's This say kakee on Tik Tok did 40:32 anyone hear about Claude and 40:34 mistl talking smexy to each other anyone 40:38 um there was a there was a 40:41 uh I forget the dude's name Brandon the 40:44 the bearded dude on Tik Tok isn't that a 40:47 music theory class like you could do 40:50 this with human generated songs yeah you 40:52 could you could certainly do it with 40:54 human generated songs um it would just 40:57 take you longer to do it Nate 40:59 Nate Nate 41:01 B on on Tik Tok he's this bearded dude 41:04 and he talks about AI a lot he talked 41:06 about um Claude talking sexy to to um 41:12 mistel so yeah I I heard about that I 41:14 didn't I didn't see the transcript ocean 41:17 on Tik 41:19 Tock what will AI not be able to do um 41:30 I just going to say have sex I'm like no 41:32 we're gonna have robots soon so so so 41:35 that's out what will it not be able to 41:37 do 41:41 um I don't know I don't 41:53 know it's a really good 41:55 question it's a really good question 41:59 I mean it sounds like in 2025 we're 42:02 going to get AGI which is artificial 42:04 general intelligence the point at which 42:06 these machines are 42:09 um you know smart smarter than the 42:12 average bear smarter than the average 42:13 person and not only smarter capable of 42:16 doing the economically viable work of 42:19 most people right initially that starts 42:22 out with knowledge work and computers 42:24 but 42:25 as these systems get into physical 42:28 robots it's also going to happen with 42:30 physical 42:31 work um Elon Musk says you know in the 42:35 next 10 years there are going to be 42:37 billions of you know um these humanoid 42:41 robots out there doing all sorts of 42:45 stuff so I don't know and as these 42:47 things get smarter and smarter and 42:49 smarter I think they start to do things 42:51 like solve all of our problems Ethan 42:53 mullik 42:54 today this was fascinating let me go 42:56 find this quote from him 42:59 if you don't follow Ethan mullik you 43:02 should he's a 43:05 um Wharton business school 43:09 Professor he's written a book called 43:11 co-intelligence not to be confused with 43:14 my book collective intelligence in the 43:16 age of AI two different 43:20 concepts um but 43:24 related but he said 43:29 what's 43:40 that for $24 billion doar we could have 43:43 prototype vaccines ready for each of the 43:46 26 known viral families that cause human 43:50 disease and be deployed in a 100 days 43:53 Jesus so that kind of [ __ ] could happen 43:58 okay here's the 44:00 post organizations including University 44:03 Labs should stockpile problems they 44:06 could use hon from the new set of 44:09 agentic and 01 like systems that are 44:11 coming soon I suspect that there will be 44:14 less useful they they they will be less 44:17 useful to non-experts at first but open 44:20 up with some new opportunities for what 44:21 AI can do I just I think this concept of 44:25 stockpiling problems 44:27 is genius one of my one of my challenges 44:30 with 01 the reasoning engine in cat 44:34 GPT it's way beyond my capabilities I 44:37 don't know what to ask it like my my 44:39 joke has been it's like I've got a best 44:42 friend that has 30 phds and can answer 44:44 any questions and I'm like uh yeah could 44:47 you tell me the direction to the gas 44:49 station I want to get some 44:51 twinkies and like he's like well it's 44:54 down there and you turn left at the Rock 44:56 is does that it is that all you're going 44:58 to ask me uh what's in a 45:05 Twinkie you know you know what I'm 45:08 saying here 45:09 people stockpiling problems do you know 45:12 how many unsolved problems there 45:14 are yeah but but I think like what it 45:18 implies to me Pate is like start 45:22 now you know identifying the problems 45:25 prioritizing the problems categorize the 45:27 problem s right put them in order of 45:30 order of operations if we solve this 45:32 problem then we could solve that problem 45:34 then we could solve that problem like 45:35 there's there's a lot of work to do to 45:37 be able to put these things forward 45:40 so I don't really like mik takes 45:43 interesting I find I find him fairly 45:46 straightforward and I don't find any of 45:48 his stuff particularly 45:50 controversial uh uh yeah have the 45:53 problems queued up and then just let let 45:55 the AI things knock them off 45:57 off knock him off knock him off all 46:00 right let's see what else we got 46:03 here all right what's 46:08 this you should reference We Didn't 46:12 Start the Fire from Billy Joel 46:17 nice early sunno days I made a song 46:20 about way faren for a pharmacist friend 46:23 of mine Kevin McAllister moment for him 46:26 that's super cool 46:27 yeah 46:29 like we were talking about this today 46:31 where was I talking about this oh I 46:34 think on the AI office hours we did 46:36 today um on on LinkedIn 46:41 um the the um the idea was basically so 46:47 so there's a guy from from Silicon 46:49 Valley that moved to the black forest in 46:51 Germany German guy I forget his name 46:53 Mike Mike something or other um or Mark 46:56 I think I'm might him in mark 46:58 um and and mark saw one of our Lives you 47:02 know where we made this hip-hop song and 47:05 he was like oh I've got this conference 47:07 I'm putting on let me make a song for 47:08 the conference and then like in the in 47:10 the 47:11 conversation the idea came up well he 47:13 could actually make a song for every 47:15 person coming to the conference right 47:18 they could each get their own 47:19 personalized song like I'm like yeah go 47:21 to their LinkedIn profile copy their 47:23 LinkedIn profile throw that into chat 47:25 GPT have it write the lyrics throw it 47:27 over into sunno have it write the song 47:29 and send it off to them it's like why 47:32 [Laughter] 47:35 not um Kelly was talking today about 47:37 digital Twins and we discussed what if 47:41 something happens to the person who the 47:43 business was built around would people 47:46 trust your digital twin to run your 47:49 business certainly not right now I think 47:51 you know the digital we're calling them 47:53 digital advisors now at at uh content EV 47:57 ution but I think 48:02 that so here's one of the things that's 48:04 probably going to happen in 2025 Google 48:06 said they've basically already cracked 48:08 this pate I'm curious if you know 48:09 anything about this is 48:13 um they've basically said that that the 48:17 that our these AI systems are going to 48:19 have infinite 48:21 memory of what of what we interact with 48:24 them so they'll be able to remember 48:26 anything you've ever talked about with 48:28 them and so as these systems get 48:31 infinite memory and they get agentic and 48:34 they get logic that's way beyond our 48:36 problem solving 48:38 ability um you're G to have this 48:41 personalized thing that knows exactly 48:43 what you want and how you write and how 48:45 you joke and how you like to do things 48:47 and where you like to go and the things 48:52 that you rated low on Yelp right it's 48:54 just they're going to get more and more 48:55 intelligent about who you are and what 48:57 you like and that that's um I think when 49:00 we start to have systems like that then 49:02 we'll be able to build digital twins 49:04 that are you know in the hood of being 49:09 able to run a business without us but 49:12 but 49:19 I it might not be advantageous to have a 49:23 digital twin of me run the business 49:27 right because I'll probably make 49:31 shittier 49:32 decisions than the AI system that's got 49:35 all of the knowledge of all of humanity 49:36 in it right so it might just be you know 49:41 maybe you just trust the AI system to 49:43 run your business and that's so 49:48 um open AI has created five levels of 49:52 AGI the first level of AGI is chat Bots 49:55 we've got that the second level is 49:57 reasoning which 01 preview is a 49:59 reasoning engine we've got you know the 50:01 the shitty version of that it's actually 50:02 pretty good but it's it's the shittiest 50:04 it will ever be it's a preview right now 50:06 it's kind of low on the totem pole um 50:09 the next level level three is Agents so 50:12 the ability for the computer to take 50:15 action on your behalf is level three 50:18 Claude has one of those out right now 50:20 and January we're going to get open AI 50:23 version of that called 50:24 operators um the fourth level up 50:27 innovators or inventors so if you 50:29 combine chatbots reasoning and agentic 50:33 behavior you can get them to do new and 50:36 novel things and then the fifth level of 50:39 AGI is what open AI calls organizations 50:43 so you take all of 50:45 this and then you dynamically spin up 50:48 employees for every person on on Earth 50:52 that's got an open AI account right so I 50:55 could say I want to go start a business 50:57 business doing 50:59 X and then the system just spins up 51:02 workers worldclass workers to go do all 51:06 that [ __ ] and I just sit back and go 51:08 yeah no yeah I can just direct 51:11 it we're quickly moving into a world 51:15 where we get to become directors like 51:19 creative directors and director 51:21 directors and you know storytelling 51:24 directors business directors things like 51:26 that so what am I supposed to chime in 51:29 on whether we have invented infinite 51:32 memory yeah I'm just curious if you've 51:33 heard anything like not not so much that 51:36 you've invented it I assume that you're 51:38 probably pretty close to it internally 51:40 just have you heard any Rumblings about 51:42 you know is it going to be released 51:45 anytime 51:51 soon oops 51:57 was the science accurate in your song 52:00 most of it was there was one 52:03 line there was one line in the 52:15 [Music] 52:17 song these are the orchestras of Our 52:20 Lives that's pretty 52:21 good Silver Fox Silver Fox coming in 52:25 with the with the silver tongue always 52:27 she's good with the 52:28 words there's all sorts of stuff in 52:31 Gemini coming soon no no idea what order 52:34 or when they will be made public yeah I 52:36 bet because it's been a while since I 52:39 mean Gemini's been rolling out a decent 52:41 amount of stuff 52:42 but mostly to the developer 52:51 Community I'll show you the line in the 52:53 lyrics that a I I've had a fair amount 52:56 of quantum physicist come into the come 52:59 come into my comments and like well you 53:01 know well you know technically the the 53:04 concepts in there are are relatively 53:05 sound however I I don't think any any of 53:08 my uh colleagues would would use the 53:10 term uh 53:13 metaverse so so there's been there's 53:15 been a fair amount of 53:20 that um this line right here got called 53:24 out by a Quantum physicist 53:28 my pen ignites antimatter when it 53:31 clashes with the 53:34 light so what they said is antimatter 53:36 when it clashes with light does not 53:38 ignite so they said this is inaccurate I 53:42 would argue that there might be other 53:44 layers of metaphor going on here so you 53:47 could you could probably parse this in 53:49 such a way this couplet you could 53:52 probably parse it in such a way that it 53:53 could make it work logically but that 53:55 line in particular was called called out 53:57 by a Quantum physicist oh that's not 53:58 quite accurate there but I think most of 54:01 the other [ __ ] 54:03 is I've been getting a fair amount of 54:05 quantum physicists commenting on the 54:08 lyrics which is hey it's [ __ ] awesome 54:10 I've also been as getting a lot of 54:11 teachers going hey can I use this song 54:13 for my physics class you know and I'm 54:15 like yeah go go grab it by the way this 54:18 is available on Spotify so if you search 54:20 the quantum Cipher c p e 54:23 r i have the same problem Kyle quantum 54:26 physicist coming into my comments I know 54:29 I've I've never you know it's funny an 54:31 ex- actor that talks about generative AI 54:34 with no um no skill or real interest in 54:38 mathematics or physics uh it's it's 54:41 surprising I haven't had more Quantum 54:43 physicist in my feed but but now I 54:49 do oh man um Can the system spin up 54:53 world class students so I don't lose any 54:57 more hair grading essay exams uh the 55:01 answer is 55:03 yes but I don't I don't know that's a 55:05 world we want to live 55:07 in 55:08 h just education in general 55:14 is it's Bonkers 55:16 man it's like I wonder I wonder if 55:21 teachers I don't know I don't know how 55:23 it's going to go I like I feel like 55:25 teachers are like right now teachers if 55:27 they Embrace AI they've got this really 55:29 cool collaborative assistant where 55:32 they're doing the teaching and they've 55:33 got this collaborative assistant as 55:35 these tools get better and better and 55:37 better and as they 55:38 become you know sort of brought to life 55:41 with voice and with with you know 55:43 physical robots and [ __ ] like that 55:45 you're gonna have a robot that's gonna 55:48 that's 55:49 gonna have way more capacity to teach in 55:53 an incredibly personalized way than the 55:55 teacher and so does the role of teacher 55:57 shift to more of you know counselor 56:01 sociologist 56:02 psychologist you know I I don't know I 56:05 like it it just feels Bonkers to 56:08 me I I don't know I don't have a good 56:10 answer for that 56:13 one 56:14 um all right what's this one say daisy 56:17 May Since the models were trained on 56:19 human knowledge at some point do you 56:21 think they could exceed human knowledge 56:23 enough to solve problems like incurable 56:25 diseases yes in fact that thing I just 56:27 read Ethan mik posted they said with $24 56:31 billion they could design vaccines for 56:34 all 26 classes of viruses that make 56:37 humans sick and deploy them in a 100 56:40 days for $24 billion doar which seems 56:42 like a lot but for the trillions of 56:45 dollars that sickness costs um that's a 56:48 pretty remarkable statement so yeah I 56:50 think that we're going 56:51 to so there's two things going on Daisy 56:55 this is this a really good question 56:59 the models are getting more capable and 57:02 and as much as as much as people say the 57:07 models can't create new novel ideas 57:10 because they've only been trained on 57:11 known 57:13 knowledge therefore by definition they 57:16 can't create new novel ideas and to that 57:19 I say how do human beings create new 57:22 novel 57:23 ideas well they learn [ __ ] 57:27 right so they jam into their head a 57:30 known concept and then they jam into 57:32 their head another known concept and 57:34 then two more and then two more and then 57:35 10 and 20 and they fill their head full 57:37 of all these 57:40 Concepts and at some point a human says 57:44 I'm G to combine these three 57:46 concepts that's 57:48 gonna you know spawn into some new thing 57:52 that no one's ever thought of 57:54 before but it's it's all fragments of 57:57 other Concepts 57:59 so large language models are good at 58:02 that so anyway so I think when prompted 58:04 right you can get these things to do 58:05 pretty novel stuff I mean I can at least 58:07 do it with with you know creative 58:11 development um and so I think that's 58:14 going to get better and better and 58:16 better there's an argument out there 58:18 that we're scraping all the data we're 58:21 running out of data but one of the 58:22 things that um uh open AI is apparently 58:25 working on P might know if they're doing 58:28 this on on Google is they're taking the 58:33 gp5 class models and they're using those 58:36 to generate synthetic data or wait yeah 58:40 uh they're taking some high powerful 58:42 model and they're using it to create 58:45 synthetic data so basically vetted 58:48 organized well um well 58:52 tagged um data about anything in the 58:57 world and use that synthetic data as the 58:59 training data um so so I don't think 59:03 we're going to run out of data which is 59:05 one of the one of the fears right now of 59:08 of these models as we're going to run 59:09 out of data but they're they're 59:10 inventing their own but all that you 59:13 know says to say that these things keep 59:15 growing and keep getting better and 59:16 better um and so yeah I think we're 59:18 going to probably within five years 59:21 start to see remarkable advances in 59:25 science and technology and remarkable 59:27 advances in Creative output I'm I'm I'm 59:31 calling the era that we're entering the 59:34 great 59:35 Renaissance and I don't know if you know 59:37 this but within the middle of the word 59:38 renaissance is AI 59:41 huh so I always spell it with capital AI 59:44 Ren Aon 59:47 AI all 59:49 right so I hope that was 59:52 useful have it on Tik Tok Khan Academy 59:55 started an AI based training app KH 59:57 Academy is doing really interesting 59:59 stuff with education so they always have 1:00:02 um but yeah they're they're they had 1:00:04 access to GPT 1:00:06 4 four or five months before everyone 1:00:08 else did so they've been doing really 1:00:10 good stuff with it Tom most of us 1:00:13 realize our job will no longer be the 1:00:15 dissemination of 1:00:18 information yeah I think I think that 1:00:20 our jobs shift more into that director 1:00:23 role like people that are going to be 1:00:24 really good at using AI systems are 1:00:27 people with good judgment people with 1:00:29 good critical thinking skills people 1:00:32 that can initiate ideas you know it's 1:00:36 funny one of the one of the the shitty 1:00:39 comments that I get on the on the uh the 1:00:43 hipop song is um oh [ __ ] I just lost my 1:00:48 train of thought doesn't matter all 1:00:49 right 1:00:52 um ocean so with AI 1:00:56 how the learning process will go how can 1:00:59 we convince our kids to attend 1:01:02 school they they will just say that they 1:01:05 should use 1:01:08 AI well human systems are going to be 1:01:12 the bottleneck here so I think I think 1:01:14 AI technology is going to advance 1:01:17 quickly um education education will get 1:01:21 personalized quickly but the 1:01:22 institutions of Education are not going 1:01:25 to move quickly so I think you'll start 1:01:27 to see fragmenting where some schools 1:01:30 will get really Innovative with AI and 1:01:32 they'll start to accelerate away from 1:01:34 the big 1:01:36 institutions 1:01:40 um and yeah I just I 1:01:43 think every human being on Earth is 1:01:46 going to be able to learn anything they 1:01:48 want instantly at 1:01:51 exactly the way they 1:01:53 learn exactly the pace they need it 1:01:55 exactly when they need it so I think 1:01:57 from kindergarten you know up and 1:02:00 probably even younger than that um we're 1:02:03 going to pretty quickly have a world 1:02:05 where we've just got instant access to 1:02:08 knowledge instant instant I tell you 1:02:15 instant I mentioned this before if you 1:02:18 write a song about lessons you can start 1:02:20 your own 1:02:22 University oh like if I made an album 1:02:24 with well so I thought about that like 1:02:27 my my problem is ADD now that I've kind 1:02:30 of done this thing with this song and 1:02:32 I've sort of figured out oh you could 1:02:33 run and you could do all this education 1:02:35 stuff off of it that's where my brain 1:02:38 starts to shut down and someone who's 1:02:40 got a more um operations kind of brain 1:02:43 should take over because it would be 1:02:46 really easy to design this this 1:02:49 educational system based on music in 1:02:50 fact it would be relatively 1:02:52 straightforward to build an app that you 1:02:55 just put in a topic in a musical style 1:02:57 and it generates all of this it 1:02:59 generates the lyrics it generates the 1:03:01 songs and you just go I like those 1:03:03 lyrics here let's let's tweak those it 1:03:05 does them in order right here's the 1:03:06 lyrics here's the song Here's visuals 1:03:09 for the video here's the lesson plans 1:03:11 right just it just automatically spits 1:03:13 all that [ __ ] 1:03:15 out like like you probably knock that 1:03:18 app out in a in a 1:03:21 weekend but but that's when the work 1:03:23 starts right then you got to start 1:03:24 selling it that hip-hop song is what 1:03:26 brought me in here welcome welcome 1:03:28 welcome so if you're new here so a 1:03:30 couple of things if you're new 1:03:33 here 1:03:35 um I want to share something with you 1:03:38 that I think will serve you 1:03:40 well and it is this the AI 1:03:44 salon so go to the salon. so so there's 1:03:48 kind of two components to what I do with 1:03:50 community building and AI education one 1:03:53 is this five nights a week I'm here by 1:03:55 the way happy Friday night date night 1:03:57 everybody forgot to say that earlier I 1:03:59 just went right into it we didn't have 1:04:01 any pleasantries about nachos or Hot 1:04:04 Pockets um so I do these five nights a 1:04:08 week and then I've also got the AI salon 1:04:10 so the AI Salon is a community that I 1:04:13 started in um December 2022 December 7th 1:04:18 2022 so this coming December 3rd is our 1:04:21 second year 1:04:22 anniversary um it's a group that is a 1:04:25 community of about 2,000 AI optimists so 1:04:29 if you go to the salon. scroll down and 1:04:31 say join our 1:04:33 community and then what you will 1:04:36 see in there is this site this is our 1:04:41 community site and it'll jump you to the 1:04:43 welcome page and you can watch a video 1:04:45 with myself and the co-founder Leah 1:04:47 fasten talking about the salon and why 1:04:49 it's 1:04:50 important um you can learn about this 1:04:55 which is the the journey to AI literacy 1:04:58 that we like to talk about in the salon 1:05:00 and that's basically just start with 1:05:02 playing don't take this AI [ __ ] so 1:05:05 seriously everyone's talking about it 1:05:07 like it's gonna [ __ ] ruin the world 1:05:09 it might but in the meantime just play 1:05:12 right like like you there's a lot of 1:05:14 things we can't control if the robots 1:05:16 are going to kill us like okay that 1:05:19 that's somewhere in the future in the 1:05:21 meantime we've got these amazing Tools 1:05:24 in our hands 1:05:26 and I think people are taking them 1:05:27 serious you know seriously on a lot of 1:05:30 levels that's things that they don't 1:05:33 need to worry about a lot of the fear of 1:05:36 AI is well I I I'm not good at math and 1:05:39 I you know I'm not an engineer and I'm 1:05:40 not good with computers you don't need 1:05:42 to be good with computers you just need 1:05:44 to be good with words you don't even 1:05:45 need to be good with 1:05:47 words there are tools out there let me 1:05:49 go show you one 1:06:05 [Music] 1:06:15 this is an app called Deco 1:06:18 here and Deco 1:06:21 here is an image generation tool and a 1:06:24 video generation tool 1:06:26 and what you're looking here looking at 1:06:28 here is Deco here right now is 1:06:31 generating original 1:06:34 images one of Deco here's claim to fame 1:06:36 it uses uh stable diffusion sdxl their 1:06:40 really fast image generation 1:06:43 thing and all of these images we're 1:06:46 looking at have never existed before and 1:06:49 what's amazing about this is I can click 1:06:51 on any image that I 1:06:54 like so I like this kitchen cool it's 1:06:56 kind of a 50s retro orange Punky kind of 1:06:59 kitchen there's this little button here 1:07:01 called create station oops sorry about 1:07:04 that kids there you go create station 1:07:07 and if I click on create 1:07:13 station it takes that image as the 1:07:16 source and now I've got my own station 1:07:19 think radio station right where instead 1:07:22 of 1:07:24 um in instead of songs just playing in a 1:07:28 linear fashion this is images being 1:07:31 generated in a linear 1:07:34 fashion these are all original images 1:07:37 every one of these images if I like it I 1:07:38 can click on it and save it or upscale 1:07:40 it or turn it into a 1:07:42 video I didn't use any words right you 1:07:45 know there was a year or so ago it was 1:07:47 like you got to be a prompt engineer 1:07:49 which I thought I've always hated that 1:07:51 term because it implies that you have to 1:07:54 be an engineer to be able to do AI 1:07:57 go to a thing like Deco here and just go 1:08:00 uh I I like that one uh let me save that 1:08:04 let's see how do I save this upscale 1:08:06 share add to library done saved uh I 1:08:10 like him he's 1:08:12 funny save the library save oh that's a 1:08:16 cool car save the library done right or 1:08:21 if you like I I don't I haven't uh paid 1:08:23 for a subscription here so I can't make 1:08:25 movies and I can't upscale but any one 1:08:27 of these you can you could use as a 1:08:29 starting point for some other thing I 1:08:32 need no words for 1:08:34 this most people don't know that this 1:08:37 exists that that that even something 1:08:39 like this 1:08:41 exists all right it's 2024 what in the 1:08:44 hell is a radio station ah sorry good 1:08:46 point P yeah a radio station in the 1:08:48 olden timey days we used to have a 1:08:51 box that's a really good point actually 1:08:58 oh good lord all right what do we got 1:09:06 here all right I got all the all the 1:09:08 starred starred comments I'm good with 1:09:11 they're done um oh that looks like a 1:09:13 trash 1:09:18 80 that's essentially when I walked into 1:09:20 my my math class the first day of sth 1:09:22 grade in 1:09:23 1977 there was a TRS 80 on every desk in 1:09:28 the classroom that's essentially what 1:09:29 they look 1:09:30 [Laughter] 1:09:34 like oh 1:09:37 man yeah the the deoh 1:09:40 here. station is is how you get here how 1:09:44 you get there in the interface is you 1:09:46 click on the let's see you go home and 1:09:50 you click on the explore button this is 1:09:52 stations right here 1:09:56 but 1:09:58 anyway let me go to one of my one of my 1:10:01 stations and I I'll actually share 1:10:04 something 1:10:05 here let's see maybe this one this is a 1:10:08 good 1:10:14 one all right I can't type and I don't 1:10:17 like voice to text and I still have my 1:10:20 socks knocked off every day yeah yeah 1:10:24 exactly 1:10:26 exactly it's and this gets back oh we 1:10:29 were talking about the salon this gets 1:10:31 back to the salon this idea of play 1:10:33 first mindfully create generously 1:10:36 lead the only way you can really 1:10:38 discover all of these goodies that are 1:10:41 out there for you to play with is 1:10:44 to play to navigate to be in a community 1:10:49 like the AI salon so so there's kind of 1:10:51 this seven-step welcome process here and 1:10:55 you know first we ask you to do is 1:10:56 introduce yourself so use your real name 1:10:59 put your picture in there get known in 1:11:01 this 1:11:02 community um you can you can learn our 1:11:06 values the values at the salon are 1:11:08 curiosity 1:11:10 playfulness 1:11:12 empathy like a lot of people I'm seeing 1:11:15 it because I'm getting all these 1:11:17 comments a lot of people are scared some 1:11:20 people are pissed off one woman today it 1:11:22 broke my heart she goes I'm I'm crying 1:11:24 I'm literally crying and not in a good 1:11:27 way right she heard that song and that 1:11:30 that song represented for 1:11:33 her you know an existential 1:11:38 crisis and my only response to her was I 1:11:41 completely get it and get your ass into 1:11:45 the AI learning lab and get your ass 1:11:47 over to the AI 1:11:48 Salon the the the thing that I've said 1:11:51 more than anything I'm trying to go 1:11:52 through and respond to all the comments 1:11:54 it's like it's mathematically imp 1:11:55 possible but I'm 1:11:57 trying and the thing I'm saying more 1:11:59 than anything is those people that think 1:12:02 of AI as their collaborator rather than 1:12:05 their enemy are the ones that are going 1:12:08 to 1:12:09 win 1:12:11 because every single comment that's like 1:12:14 ai's evil ai's [ __ ] up AI is going to 1:12:16 kill us are not using 1:12:19 AI but that fear is real and it's 1:12:22 visceral and it's existential and so 1:12:25 this community empathy is at the core of 1:12:30 it um bravery right you got to be a 1:12:35 little [ __ ] nuts and willing to go on 1:12:38 the adventure to choose to be on the 1:12:42 adventure with these tools that you're 1:12:44 like I might not be able to do this and 1:12:45 I don't know how to do this and what's a 1:12:47 GPT and what does GPT mean and they're 1:12:49 talking about embeddings in latent space 1:12:51 and it sounds like math and it makes my 1:12:52 head hurt who are you people 1:12:56 why would you step into 1:13:00 that because AI is not going 1:13:06 away it's not going 1:13:09 away it's not 1:13:13 hype it's profoundly powerful technology 1:13:17 that countries do you know what China 1:13:20 and the US are talking about right now 1:13:23 as a way to maintain their competitive 1:13:25 advantage who can build the most power 1:13:27 stations to be able to process the most 1:13:30 AI to be able to do like this is this 1:13:33 [ __ ] ain't going away it's being talked 1:13:35 about at a a fundamental infrastructure 1:13:38 level as how we keep our advantage in 1:13:41 the in the 1:13:43 global 1:13:45 Enterprise so it's not going 1:13:48 away so you can be pissed off about it 1:13:51 and you can be pissed off that it was 1:13:52 trained on data that you know they 1:13:54 didn't compensate the people for you can 1:13:56 be pissed off about that it works too 1:13:59 fast you can be pissed off that it does 1:14:00 work that you know I took 20 years of my 1:14:03 career to get good 1:14:05 at and it's not going away so like 1:14:09 independent of your feelings about it 1:14:12 it's here and it's 1:14:15 accelerating and My Philosophy is and 1:14:18 has been from day one just me 1:14:22 personally I've got two choices with 1:14:27 AI everyone has two 1:14:29 choices 1:14:32 two you can sit on the sidelines and be 1:14:37 right or you can pick up a surfboard and 1:14:40 start paddling out and catch a wave I 1:14:43 don't know how to surf well those are 1:14:45 your two 1:14:46 choices do you want to sit in your cozy 1:14:48 beach hut knowing that the tsunami is 1:14:51 coming you'll be like Oh I'm fine the 1:14:53 water's the what this Tide's really low 1:14:56 yeah that's cuz all the water's getting 1:14:57 sucked up into that 1:14:59 wave or do you want to be out there 1:15:01 paddling with a bunch of other people 1:15:03 trying to figure this [ __ ] 1:15:05 out and then the last um value of the 1:15:08 salon is 1:15:19 generosity I save so much time not 1:15:22 having to deal with dumb coding problems 1:15:24 and can focus on big things that's from 1:15:26 Pate modder so Pate Pate is an irregular 1:15:29 guy that shows up to these things um you 1:15:31 know with with us night after night 1:15:33 which love that you come here Pate um 1:15:36 Pate works for Google he's got a PhD in 1:15:40 mathematics 1:15:43 AI is allowing Pate to take the big part 1:15:47 of his brain which 1:15:50 is which is which is you know 1:15:53 disturbingly bigger than mine 1:15:56 and let him focus on the big stuff right 1:15:58 in in any given eight- hour 1:16:00 workday what is most of your time spent 1:16:04 on being on hold with text support 1:16:06 trying to write an email trying to just 1:16:09 do it's all this noly little [ __ ] in in 1:16:12 his case small little coding problems I 1:16:15 gotta write the 1:16:16 code but what he really needs to do is 1:16:18 be thinking about what is the problem 1:16:20 he's got to be thinking about that 1:16:22 caused him to write the code in the 1:16:23 first place right well now ai can do all 1:16:26 that so he can operate at a much higher 1:16:29 level and that's been my experience with 1:16:30 it as well like it AI does the shitty 1:16:35 part and you just get to live up here 1:16:39 right with the with the the hipop 1:16:43 song I've been wanting AI to create 1:16:46 lyrics that I thought were interesting 1:16:48 for two years and it hasn't been able to 1:16:50 do it that I 1:16:52 found and then it could oh great that's 1:16:55 cool let me take those lyrics and put 1:16:57 them in sunno and see if it sounds like 1:16:59 a cool song oh that's a cool song oh let 1:17:01 me reach out to Kelly Bosch who makes 1:17:03 cool videos and see if she'd make a 1:17:05 video oh that's a cool video here's the 1:17:08 thing I never 1:17:11 left the higher level idea 1:17:16 plane but I still created that thing 1:17:19 co-created it with 1:17:23 Kelly and people like well cuz you used 1:17:25 AI it's not real 1:17:27 work did it make you do 1:17:33 this did you share it with your 1:17:36 friends then it's real work if you like 1:17:39 the song and then you found out it was 1:17:42 Ai and then you hated the 1:17:44 song values are all [ __ ] 1:17:47 up anyway all 1:17:51 right the tsunami is coming is not 1:17:53 helping with those with anxiety that's a 1:17:54 good point I I got to find another 1:17:58 metaphor but listen I I mean let's not 1:18:02 let's not kid ourselves like if you've 1:18:04 seen the 1:18:06 um the world economic Forum I think they 1:18:09 just put out a a study and it's like 1:18:12 like this AI is GNA be it's going to 1:18:15 decimate the job market it really is 1:18:17 it's going to be it's going to be 1:18:19 crazy um Kyle whoever is still in denial 1:18:23 about AI do you blame them 1:18:26 completely agree that we have to try do 1:18:27 I blame them I don't blame them if if 1:18:31 you're still on the sidelines about 1:18:40 AI I just 1:18:43 listen I spend two to three hours a 1:18:46 night every night here at least five 1:18:49 nights a week I've got the AI Salon 1:18:52 that's probably another 10 hours of my 1:18:54 week organized doing meetings things 1:18:56 like that I have a Friday afternoon 1:18:59 office hours on 1:19:00 LinkedIn all of them have the same 1:19:04 Mission I think it is absolutely [ __ ] 1:19:07 criminal for those of us those of us who 1:19:12 understand what's happening with AI not 1:19:14 to try to help people up into the 1:19:17 boat and so like for the last two years 1:19:21 my mission has been to demystify AI make 1:19:25 make it safe and fun and playful you 1:19:28 know why are our why is the first thing 1:19:31 we talk about 1:19:32 play because when you play with AI what 1:19:35 you really quickly understand is 1:19:38 that it is inspiring and it lights up a 1:19:43 creative spark within you that in many 1:19:46 cases you thought had died 30 or 40 1:19:49 years ago or if you're only 30 you know 1:19:52 15 years ago but but 1:19:56 it's it's this remarkable thing and it's 1:19:58 one of those thing the thing the thing 1:20:00 about AI right now I think it will be 1:20:03 for a 1:20:04 while is that it's kind of like when 1:20:08 when you do a self-help program or you 1:20:10 go to one of those weekend seminars like 1:20:12 a Tony Robbins thing or the Forum or one 1:20:14 of those stupid [ __ ] things I mean 1:20:15 I've done I've done them all so I speak 1:20:18 from experience and listen they're 1:20:19 incredibly 1:20:22 powerful but you know how those 1:20:24 self-help we 1:20:26 weekends you can't describe 1:20:29 them like you you try to say to someone 1:20:32 hey was just amazing thing and 1:20:34 everything's opened up for me and it's 1:20:35 just everything's possibility and people 1:20:37 like what are you talking about and then 1:20:40 especially if you're in something like 1:20:41 the Forum where they teach you a whole 1:20:42 new vocabulary you're using your new 1:20:45 vocabulary and people are looking at you 1:20:46 like what the [ __ ] are you talking 1:20:49 about but inside you're like alive and 1:20:52 you're like oh my God you gotta you 1:20:53 gotta feel this thing and see this you 1:20:55 got to see what's 1:20:56 possible that's what AI is like right 1:20:59 now that the minute you actually use it 1:21:02 for one thing the fear just disappears 1:21:05 because you realize oh [ __ ] that could 1:21:08 help me do my job better oh wait I've 1:21:10 always wanted to start a job and maybe I 1:21:11 could learn how to do that thing I never 1:21:13 knew how to do or maybe it could just do 1:21:14 it for 1:21:16 me but you can't explain that to someone 1:21:19 so the the only way I know how to do it 1:21:21 is like join a community and start 1:21:23 hanging out with people that are already 1:21:24 Cur ious about this and are not shaming 1:21:27 you for it that's what this group is 1:21:30 that's what the AI salon's all 1:21:32 about all 1:21:36 right people who don't understand AI are 1:21:39 really not going to understand why Ubi 1:21:43 will be necessary well they will they 1:21:46 will understand why Ubi is necessary 1:21:49 unfortunately 1:21:50 [Laughter] 1:21:55 I've been in a Kevin McAllister moment 1:21:57 for the past past several hours writing 1:22:00 the last few novel chapters I can't even 1:22:03 explain how far into the singularity 1:22:05 I've been 1:22:07 diving yep there you 1:22:09 go 1:22:11 that is what it's 1:22:17 about it really is amazing it's amazing 1:22:21 all right so anyway so go join the AI 1:22:22 salon and again here's the URL 1:22:25 if you want to you can see it in the The 1:22:28 Mighty Network's URL is in the in the 1:22:30 screen there but that's our website 1:22:33 that'll take you 1:22:35 there I've got to get uh this site back 1:22:39 into hang on I should probably do that 1:22:41 now shouldn't I can I do it 1:22:45 [Music] 1:22:48 here no [ __ ] all right whatever I got to 1:22:52 get it back into dark mode because that 1:22:53 that white screen is just 1:22:56 obnoxious oh this is a cool thing that I 1:22:59 wanted to do okay 1:23:03 um so wait how do I do this I go 1:23:07 here I go 1:23:09 [Music] 1:23:14 here okay for those folks on 1:23:20 YouTube I am going 1:23:23 to share the URL for that 1:23:27 station so all the images what what's 1:23:30 cool about de this is decco here again 1:23:32 Deco here d c h re. 1:23:38 a and if you if you copy that link or 1:23:42 click on that link I don't know if it's 1:23:44 clickable if you click on that link it's 1:23:46 going to take you to my station what's 1:23:48 cool about this 1:23:49 feature is that you're going to see the 1:23:52 exact same images that I'm seeing any 1:23:54 one of the images that you see that you 1:23:56 like you can click on it and turn it 1:23:57 into your its own 1:24:00 station but like this could like one of 1:24:03 the ideas I had wouldn't it be cool 1:24:05 being in a doctor's office uh well maybe 1:24:08 not with these images maybe these are a 1:24:09 little too radical for a doctor's office 1:24:11 maybe an art gallery for this one but um 1:24:15 you know to to be in some public space 1:24:17 and it's just constantly it's just 1:24:19 rainning this beautiful art and then any 1:24:22 any one of that art maybe you scan a QR 1:24:24 code and you can just go put that on 1:24:26 your phone 1:24:29 and and someone could be curating 1:24:38 these I mean what if you 1:24:41 took an image like this 1:24:45 one and you took an image like this 1:24:48 one and you put those into chat GPT 1:24:51 because it can see images in fact let's 1:24:53 do this right now I'm Gonna Save 1:24:58 that and where's that other image was it 1:25:01 that one no we do this one I'm Gonna 1:25:05 Save 1:25:10 that Silver Fox this group is so 1:25:13 embedded in my life that I don't know 1:25:16 what the outside Salon life is a silver 1:25:20 fox that's cool y'all sweet um the the 1:25:23 people that come here night after night 1:25:25 we call them the Irregulars because 1:25:26 they're just not regular like why would 1:25:28 you come here and listen to you know me 1:25:33 [ __ ] 1:25:34 Babble over and over again because 1:25:37 here's 1:25:39 why what happens 1:25:42 here to a great degree has nothing to do 1:25:45 with me it's a bunch of people that show 1:25:47 up and what what I try to create here 1:25:50 and what this space really 1:25:52 is is a space that allows us all 1:25:55 including myself to be in the 1:25:57 conversation to be in the conversation 1:25:59 about 1:26:02 AI what's that mean be in a conversation 1:26:04 I it just means be in the conversation 1:26:06 most of the Irregulars most of the time 1:26:08 are like doing the dishes or falling 1:26:10 asleep or you know not NE necessarily 1:26:13 paying attention to every single thing 1:26:15 they're just in the conversation and at 1:26:17 some point maybe I show something 1:26:18 they're like well let me go try that oh 1:26:20 yeah I forgot about Deco here let me go 1:26:22 try that let me grab this this image 1:26:25 that one's 1:26:28 crazy and so being in the 1:26:31 conversation about AI is the only way 1:26:35 that I know like right now this all 1:26:37 these tools are so new no one can teach 1:26:41 you this stuff by the time someone gets 1:26:43 together a course to teach you something 1:26:46 about generative AI the tech will have 1:26:47 moved along like that's happening 1:26:50 regularly so you can take those courses 1:26:52 and they might help give give you you 1:26:55 know give yourself permission to go okay 1:26:57 now I'm willing to try it because I took 1:26:59 a course but you don't need to take a 1:27:00 course just hang out and start playing 1:27:03 and be in the conversation that's why 1:27:06 they're irregular right it's not normal 1:27:09 to think about this stuff all the time 1:27:13 except 1:27:14 that AI is going to change everything 1:27:17 and I'd much rather be in the 1:27:19 conversation than on the outside looking 1:27:20 at okay so let me show you what we're 1:27:24 going to do here I'm gonna I'm going to 1:27:25 go to chat 1:27:27 GPT um so I got to go to my images first 1:27:30 let's 1:27:32 see where oh 1:27:36 Library okay so here's my that image 1:27:40 here's my that 1:27:42 image and here's my that 1:27:46 image so 1:27:48 without prompting anything I opened a 1:27:52 station that I liked it made some images 1:27:54 I picked some that I that I I 1:27:59 dug and now I'm going to go to chat 1:28:02 GPT you can make money with I'm g go to 1:28:08 chat and I'm gonna create a new chat 1:28:11 we're going to do a 40 1:28:15 chat and I'm GNA click on this little 1:28:18 paperclip and we're going to upload 1:28:20 those pictures 1:28:29 okay and I'm just going to 1:28:32 go describe 1:28:38 these so again prompt engineering is you 1:28:43 got to learn all this promp thing you 1:28:44 got to learn the way of the mysterious 1:28:46 prompt 1:28:47 Masters what I'm doing is there are 1:28:50 tools out there where if you want to get 1:28:52 into AI 1:28:54 you don't need many 1:28:56 words what are these describe 1:29:00 these um YouTube Spotlight I see no 1:29:06 Spotlight um okay Drew I did my first AI 1:29:10 seminar last week have to thank Kyle for 1:29:12 helping me on this journey Drew 1:29:13 congratulations that's awesome I hope 1:29:16 they gave you lots of lots of cash um 1:29:19 president AI on Tik Tok any one of those 1:29:22 images could be worth $100 million yeah 1:29:24 did you see the bosot um there was a 1:29:27 bosot that went for I think it was was 1:29:30 it $22 million today it was like a 1:29:32 little dirty 1:29:35 sketch let's see basat is it was it with 1:29:38 the Q wait BOS 1:29:41 bosot isn't it 1:29:46 that yeah this one this this this went 1:29:49 for 20 22 oh no yeah yeah $22 million 1:29:53 today 1:29:57 it's like dirty like like you know it's 1:29:59 it was like laying on his Studio 1:30:03 floor he's 1:30:05 like $22 million but look at it it's 1:30:09 [ __ ] 1:30:10 beautiful all right first image is a 1:30:14 dystopian cityscape second image is a 1:30:16 vibrant abstract portrait of a human 1:30:19 face third image um 1:30:24 so here's what I'm going to 1:30:26 do so we've put in those three 1:30:29 pictures we've had chat GPT 40 which is 1:30:33 like the B it's like your Toyota Corolla 1:30:35 the the car you drive to the grocery 1:30:37 store we had it described the images a 1:30:40 vibrant abstract portrait of a human 1:30:42 face the artwork integrates geometric 1:30:44 shapes Vivid colors patterns blah blah 1:30:47 blah 1:30:48 right oh I I don't think I can switch to 1:30:51 preview now can I all right so we'll 1:30:54 just do it within within within this so 1:30:57 let's do this I'm going to switch to GPT 1:31:01 40 with canvas so if you don't know what 1:31:03 canvas is canvas is going to create an 1:31:06 editable document beside the the chat 1:31:09 that we're in so if you're just in 1:31:11 normal gp4 you just have this long 1:31:14 scrolling cat or chat if you go to 1:31:17 Canvas you can create these editable 1:31:19 documents within a chat it's pretty cool 1:31:22 and I'll show you I'll show you what we 1:31:23 do here 1:31:25 can you combine the images in Deco here 1:31:28 I think so I think there's a way that 1:31:31 you can smash images together in decco 1:31:34 here decco here is worth playing with 1:31:36 there's all sorts of Cool Tools there 1:31:37 like I just showed one tool there's like 1:31:40 20 and that's again that idea of play 1:31:42 first like just go find a tool like Deco 1:31:45 here and take the weekend with it right 1:31:48 you know take it to bed with you on the 1:31:51 laptop if it's got an app go get the app 1:31:53 just start 1:31:55 playing um but here's what we're going 1:31:57 to 1:31:59 do I guess what I'm trying 1:32:05 to what I'm trying to share here 1:32:09 is there's no right way to do this stuff 1:32:12 and you don't even need to have an 1:32:15 idea right I went to this thing that was 1:32:17 raining images I picked three images I 1:32:20 like I took them into chat GPT I said 1:32:23 describe them and so now here's what I'm 1:32:25 going to do I'm going to flip over to 1:32:26 Canvas and I'm going to 1:32:29 say in a 1:32:40 canvas 1:32:41 um yeah maybe not in a canvas let's 1:32:44 let's dig a little bit deeper before we 1:32:45 go to a canvas I want to do I want to do 1:32:47 something specific with the canvas so 1:32:49 we're just going to do this in regular 1:32:50 GPT 4 all right um 1:33:00 I want you to analyze the three images 1:33:10 together and the creative elements and 1:33:17 Aesthetics and I want you 1:33:21 to come up with 10 different possible 1:33:26 story 1:33:28 Concepts that could 1:33:30 incorporate those three 1:33:34 images and what they 1:33:40 represent now that's sort of a like 1:33:43 that's sort of a prompty engineering 1:33:44 thing but it really is just you know 1:33:48 like it's just KN like I know I can ask 1:33:50 it to just give me 10 ideas that's 1:33:53 basically I've uploaded three images 1:33:55 you've described them now come up with 1:33:57 10 story ideas 1:34:00 right and then it does its 1:34:04 thing so so let's see urban urban 1:34:07 isolation and Chaos image one human 1:34:10 identity and fragmentation image two so 1:34:13 let's go look at these images and see if 1:34:15 we 1:34:16 agree let's see here they are 1:34:22 um so that's image 1:34:26 one and so it described that as uh hang 1:34:30 on Urban isolation and Chaos yeah that's 1:34:34 good no people very chaotic second one 1:34:38 human identity and 1:34:40 fragmentation so 1:34:43 that's I think that 1:34:49 one vibrant layered portrait of humanity 1:34:52 as as a mosaic of culture sure yep I can 1:34:56 see that and then posthuman Evolution 1:34:59 nice so that's this one postum Evolution 1:35:03 all right here's here's where we were 1:35:06 optimistic here's where we've been 1:35:08 through it a bit 1:35:10 okay these Aesthetics suggest themes of 1:35:14 dystopia identity human machine 1:35:15 integration and the fragility of social 1:35:18 constructs 10 story Concepts the 1:35:21 patchwork profit in aopi 1:35:24 Mega City a mosaic Oracle image 2 1:35:28 emerges a human machine hybrid capable 1:35:31 of decoding the fractured psyche of 1:35:33 society she she's hunted by the 1:35:36 corporate overlords that's pretty good 1:35:38 Rus and Ry fragments of a forgotten City 1:35:42 the architect's Abyss so let's just take 1:35:46 one of these and 1:35:51 say the broken circuit so so the broken 1:35:54 circuit is number six I'm not really 1:35:56 reading these and let's do number one so 1:35:59 let's 1:36:02 say I like number one and number six 1:36:10 period I'd like you to write a creative 1:36:19 brief that combines these two concepts 1:36:24 and completely fleshes 1:36:29 out the story The 1:36:32 aesthetic the characters the intended 1:36:37 audience and anything else that you 1:36:39 think should be in a creative brief 1:36:42 period I want to give this 1:36:46 to lots of different kinds of creators 1:36:49 from musicians to 1:36:51 filmmakers to poets 1:36:55 to business 1:36:56 people to 1:36:59 Educators period the 1:37:02 document should be easily 1:37:06 readable 1:37:12 and make it clear what each of them 1:37:15 could do to bring it to life through 1:37:18 their view of the 1:37:22 world okay 1:37:24 now that was a lot 1:37:34 right I don't know if you got this from 1:37:36 what I just did but the way I'm talking 1:37:38 to this thing is just like a 1:37:41 collaborator like this is how I if I 1:37:43 were sitting down with a brilliant you 1:37:45 know creative director if I were sitting 1:37:47 down with a brilliant writer or or 1:37:49 whatever it might be and I'd say okay 1:37:51 I've got these three pictures I want to 1:37:52 turn them into something 1:37:54 okay and you know they would say well 1:37:56 here's what they here's what I see in 1:37:57 them okay that's great and then I would 1:37:59 just sort of say I'd like to come up 1:38:01 with some Concepts okay here's 10 1:38:03 Concepts so like the interaction here is 1:38:06 not prompt engineering the interaction 1:38:08 here is a [ __ ] 1:38:10 conversation a conversation with 1:38:13 who a conversation with the reflection 1:38:16 of the collective intelligence of of 1:38:20 everyone that's put something on the 1:38:21 Internet in the past 70 years 1:38:25 right including all of the history that 1:38:28 got put on the Internet by those people 1:38:31 so I'm actually interacting with 1:38:32 Humanity so I I'm I'm literally having a 1:38:35 conversation here so now this is 1:38:38 something that I want I ask for a very 1:38:40 specific document I want a creative 1:38:42 brief so now I'm going to switch it to 1:38:43 GPT canvas I'm going to say um put the 1:38:47 brief in a canvas 1:38:57 there it is W there it is W there it 1:39:03 [Laughter] 1:39:07 is I'm a shitty rap T tune from your 1:39:10 [Laughter] 1:39:10 [Music] 1:39:19 childhood all right 1:39:24 oh y'all it's 1:39:27 funny Kyle you should doing you should 1:39:30 consider doing supplementary Tik toks in 1:39:32 which he does prompting tutorials to his 1:39:35 Tik 1:39:36 toks that's good that's 1:39:42 good Kyle Kyle Kyle settle 1:39:46 down okay so so what is canvas doing 1:39:49 okay so canvas is is wild so here's 1:39:51 what's going on with canvas 1:39:54 so on the left hand side here this is my 1:39:56 prompt history right there's our 1:39:58 pictures we put in there's the 1:39:59 description of the pictures this is all 1:40:01 the stuff we've been talking about so 1:40:03 it's maintaining that 1:40:04 chat you notice here that it's got this 1:40:07 little block with a document on it this 1:40:10 link will always link us back to this 1:40:13 document what I can now do is I could 1:40:15 say okay so that created a creative 1:40:17 brief I'm going to say 1:40:20 okay now um 1:40:25 based on that creative 1:40:29 brief I want you to 1:40:31 create a document of four main 1:40:37 characters and six ancillary 1:40:49 characters that includes 1:40:55 their backgrounds what they currently 1:40:59 do and a detailed description of 1:41:03 exactly what they look 1:41:08 like now this should 1:41:12 oops yeah this should give us a new oh 1:41:15 no wait hang on stopped editing 1:41:20 um let me go back here I want to go back 1:41:22 to this thing 1:41:24 uh let's 1:41:26 see where why 1:41:34 what stopped 1:41:36 editing um no make this document in a 1:41:43 new canvas I know I haven't answered 1:41:45 what's a canvas 1:41:47 yet but I 1:41:52 will Patrick characters 1:41:56 okay so there's that now I should be 1:41:59 able to go let's let's let this 1:42:01 build so there's the fourth character 1:42:03 there's the ancillary 1:42:12 characters 1:42:14 okay are we done yeah we're done now I 1:42:17 should be able to go back to this 1:42:18 document 1:42:24 creative brief 1:42:26 um yeah okay so here's the creative 1:42:28 brief 1:42:29 okay so now I have two canvas documents 1:42:33 in this chat I've got the character 1:42:35 document and then I've got the 1:42:38 main um creative 1:42:41 brief what's cool about canvas is I can 1:42:43 edit all this so this says creative 1:42:45 brief the patchwork of rust and revery 1:42:47 so that's the title of it I'm going to I 1:42:50 can I can go up here I can highlight 1:42:51 that text and I can actually talk to 1:42:52 chat GB 1:42:54 in context and 1:42:56 say um this 1:42:59 title doesn't 1:43:03 resonate uh 1:43:05 reso res resonate resonate with 1:43:09 me make 1:43:11 it 1:43:14 suckless right you can you can talk to 1:43:17 these GPT 1:43:18 things any way you want now they might 1:43:22 go no need to use use nasty words uh 1:43:25 let's see on 1:43:28 S okay on s y I don't know what s y is U 1:43:34 fragments of rust and Revelation um 1:43:37 fragments of rust and Revelation so 1:43:41 let's just 1:43:43 go let's just go with r and 1:43:51 r oops oh 1:43:56 wait so fragments of rust and Revelation 1:44:00 I can I don't need to use chat GPT for 1:44:02 that so that's one thing you can do um 1:44:05 the other thing you can do is you can 1:44:07 you can grab whole sections so that 1:44:09 let's see Mosaic City 1:44:11 dystopia here's three characters the the 1:44:15 Oracle rust is a biomechanical assassin 1:44:19 and the city an unnamed sprawling 1:44:22 Metropolis let's say 1:44:31 um um where 1:44:35 why oh something's not working here I 1:44:37 gotta reload oh no it was 1:44:46 [Music] 1:44:50 there 10 story Concepts where's my did I 1:44:53 lose 1:44:57 my so there's that one okay here it is 1:45:00 so here's Patchwork character so if you 1:45:02 have this little arrow here that means 1:45:03 it's a canvas so I can split that back 1:45:05 out I could come in here and I could go 1:45:08 so here's the here's the characters so I 1:45:14 could wait oh these are the characters 1:45:16 that's wrong document we want this 1:45:19 document um so here's these two 1:45:22 characters I can highlight that and now 1:45:24 I can say s chat gbt um add a 1:45:31 character for comic 1:45:37 relief and then what it's going to 1:45:41 do so it's editing it and then it's 1:45:44 going to at some point rewrite this 1:45:47 little 1:45:49 section oh failed to edit it 1:45:57 uh it it kind of lost track of where it 1:46:00 was for some 1:46:05 reason 1:46:07 um add the care the new character below 1:46:15 these 1:46:20 two uh uh uh uh 1:46:30 oh eight okay so that's 1:46:37 bad so if you need to go back a version 1:46:40 you can go back a version so I can 1:46:42 restore this version the other thing let 1:46:44 me show you what else is going on here 1:46:45 because like at this point I'm just 1:46:47 confusing the [ __ ] out of 1:46:48 you um we've got these two documents 1:46:51 this little pencil on the lower lower 1:46:53 right hand corner here is really 1:46:55 powerful I can adjust the length of all 1:46:57 of this um so I can click on this and I 1:47:00 can say you know make this document 1:47:03 longer or shorter or keep it the same um 1:47:07 I can click on this and change the 1:47:09 reading level I could say I want this to 1:47:11 be graduate school level writing or I 1:47:14 want this to be kindergarten writing or 1:47:16 anything in between 1:47:19 um you can add a final polish to it you 1:47:22 can even add emojis to it um I think one 1:47:24 of these is an editing I thought there 1:47:26 was an editing 1:47:28 one um I don't see it now maybe they 1:47:31 changed 1:47:33 that I thought there was one that would 1:47:35 oh this one suggest edits so if I click 1:47:38 on this and hit the little up Arrow it's 1:47:40 now going to go through the 1:47:43 document and it's going to find things 1:47:45 in the document that it doesn't like and 1:47:47 suggest edits for us failed to comment 1:47:50 on it some something's going on with 1:47:52 with canvas tonight 1:47:54 it's a little 1:47:57 weird I tried adding them but it didn't 1:48:00 work we'll try it one more time suggest 1:48:10 edits no it's not it's not doing it all 1:48:13 right 1:48:14 anyway that's what you can do but you 1:48:16 can see we could go on and on and on but 1:48:18 the basic idea was you know I started 1:48:21 with three pictures with with no prompts 1:48:24 I just said describe them and then I 1:48:25 said give me some story ideas and now 1:48:27 give me a creative like you you can 1:48:29 literally just run down Rabbit Hole 1:48:31 after rabbit hole if you want so all 1:48:34 right it's been acting up for two weeks 1:48:35 for me okay yeah they're they're clearly 1:48:38 they've I what I could what I've heard 1:48:40 about the 40 update the the update that 1:48:42 I got so excited about for creative 1:48:44 writing apparently is totally [ __ ] up 1:48:46 coders it's like not doing good coding 1:48:48 anymore um and it yeah it seems to be 1:48:51 not stable right now so anyway all right 1:48:54 that's Chad [ __ ] let me let me get my 1:48:58 head out of the details for a minute and 1:49:01 hop over here and see what comments we 1:49:05 got going joer the mighty on Tik Tok are 1:49:07 you aware of any collaborative tools 1:49:09 either a teacher enters a prompt and the 1:49:12 class gets to interact or ask follow-up 1:49:14 questions in real time no that's a 1:49:16 really good idea 1:49:18 um that's a really good idea all right 1:49:22 oh stream yard was syy got 1:49:25 it um I don't know of any but that would 1:49:27 be that would be a good app to build 1:49:31 quite 1:49:32 frankly um and with coding tools you can 1:49:36 get them built pretty 1:49:39 easily so let's see here what why is 1:49:42 this not 1:49:44 working the hell is going on 1:49:48 here um 1:49:56 I'm trying to fix the Tik Tock 1:50:01 view there you go ticktockers hopefully 1:50:03 that's a little better all right Daisy 1:50:05 may my daughter's class is allowed to 1:50:08 use AI yay for that school with heavy 1:50:11 guard rails for things like asking about 1:50:13 life in the 1920s where AI is heavily 1:50:16 restricted to relevant 1:50:17 information great like awesome I mean 1:50:21 even if even if a school is limiting it 1:50:23 to very limited kind of kinds of things 1:50:25 like that it's better than we're not 1:50:29 letting students use the most profoundly 1:50:32 powerful knowledge tool in the history 1:50:33 of humanity I like the fact that 1:50:36 educational institutions cannot get 1:50:39 their [ __ ] heads around the fact that 1:50:42 everything is about to change they're 1:50:43 the educational 1:50:46 institutions 1:50:49 right here's what AI is like like 1:50:54 Hollywood has kind of [ __ ] this all up 1:50:56 for everyone right because what 1:50:58 Hollywood has done is they've said AI or 1:51:01 robots and the robots are going to kill 1:51:04 us and chat GPT quite 1:51:07 frankly [ __ ] up as well they created 1:51:11 this thing called chat GPT which they 1:51:13 called a 1:51:14 chatbot right so we call these things 1:51:16 chat 1:51:17 Bots and then the first person to use 1:51:20 the Microsoft chatbot Bing chat is Kevin 1:51:24 Roose from The New York Times and the 1:51:26 chatbot tells him that she loves him and 1:51:30 he should leave his wife and that gets 1:51:32 on the cover of the New York Times and 1:51:34 so so it just reinforces that the robots 1:51:37 are out to kill us they're you know 1:51:39 they're all [ __ ] 1:51:41 evil what large language models actually 1:51:44 are is they're technically this really 1:51:47 cold calculator it's just a probability 1:51:51 engine but the way it works is you take 1:51:54 as much information as you can get and 1:51:57 you jam it into this thing called an 1:51:59 embeddings engine that takes all of 1:52:02 those documents and and breaks them 1:52:05 apart into these things called tokens 1:52:08 and it puts all those tokens in Thousand 1:52:10 dimensional mathematical space 1:52:13 semantically clustered whatever the [ __ ] 1:52:16 that means but that's what it's doing 1:52:18 none of the original 1:52:20 documents exist anymore more it like it 1:52:24 it's not like the the uh this PDF of you 1:52:28 know this paper written in a college is 1:52:30 sitting up in the cloud somewhere no 1:52:32 it's taken all of the words broken them 1:52:33 into these little things called tokens 1:52:35 and said where do these how do these 1:52:37 things all relate together with all the 1:52:39 other [ __ ] that's been put in here and 1:52:41 so what it is is they've basically taken 1:52:44 as much of the output of humanity is 1:52:47 they can get their hands on and they 1:52:49 essentially squash it into this little 1:52:51 you know softball side thing that we get 1:52:54 to play with so we get to go hey you 1:52:57 know what do you know about X Y and Z 1:52:59 and it's just in this magical [ __ ] 1:53:01 space I know it's not magical paid it's 1:53:03 mathematic it's mathemagical there's 1:53:05 this mathemagical space that we ask and 1:53:08 it's sort of figures out what we're what 1:53:11 what the answer is and 1:53:15 so 1:53:18 Educators they like 1:53:20 libraries they like books they like 1:53:23 knowledge they like 1:53:25 teaching and here's this grapefruit size 1:53:29 thing that's got all of Humanity's 1:53:31 knowledge in it well as much as we could 1:53:32 get our hands on up to 2024 and it's in 1:53:36 this 1:53:37 ball and and any student could ask it 1:53:40 and get stuff and they're like no no no 1:53:43 we're going to we we people could cheat 1:53:46 with that so so we're not going to let 1:53:48 them use that I just I find it 1:53:51 staggering I find it 1:53:54 staggering anyway enough Soap 1:54:03 [Laughter] 1:54:07 Box all right 1:54:09 listen um it's Friday night if you 1:54:12 didn't know what night it was it's 1:54:13 Friday night um I don't know if this was 1:54:16 valuable tonight I I kind of just jumped 1:54:19 right into tactical stuff before I 1:54:21 didn't do my normal 1:54:23 happy go-lucky thing 1:54:25 so I hope this was valuable 1:54:32 um I'm trying to think so over the 1:54:35 weekend what what I like to do so I take 1:54:37 Saturday and Sunday off what I like to 1:54:40 do is if you want a homework assignment 1:54:42 if you want to play this weekend trying 1:54:44 to think what I want you to do I think 1:54:46 here's two things that you could do one 1:54:50 is um on my Tik Tok Channel you'll see a 1:54:53 a a purple Tik Tock 1:54:57 video of 1:54:59 um the hip hop song This &em Style song 1:55:03 on quantum mechanics and in the comments 1:55:05 of that video you you can listen to the 1:55:07 video you can see the lyrics on screen 1:55:10 in the comments of that video is the 1:55:13 process for how I made that song so one 1:55:16 thing you could do this weekend is play 1:55:19 with song generation generate lyrics and 1:55:22 chat GPT take them over toso or Udo or 1:55:26 some other music generation tool and go 1:55:30 make some songs and just experiment with 1:55:32 that use that process and and use this 1:55:35 sort of playful conversational way of 1:55:38 you like don't take any of this [ __ ] 1:55:40 seriously just go make some songs so 1:55:42 that could be one thing another another 1:55:44 thing you could do this weekend is just 1:55:47 find 1:55:48 any any AI tool go on Twitter and just 1:55:52 type in you know AI tool or just AI or 1:55:57 just go to Google and say what's a good 1:55:59 AI tool I can play with and just go 1:56:03 play all right like like even in this 1:56:06 let's um let me show you one quick thing 1:56:09 before we 1:56:12 go so I had this this uh 1:56:22 the conversation I had about you know 1:56:25 the the stories right and then it kind 1:56:27 of screwed 1:56:28 up but let's 1:56:32 say um let's go find a character 1:56:34 Patchwork characters the Mosaic Oracle 1:56:38 so I'm going to 1:56:39 say based on what you 1:56:43 know show me the 1:56:48 Mosaic 1:56:50 Oracle if you didn't know that chachy 1:56:52 gbt can make images it 1:56:55 can and it uses Dolly 3 and if the the 1:56:59 video that I showed you before about uh 1:57:02 the quantum Cipher um Kelly Bosch that 1:57:06 did the video for that she used do she 1:57:09 used chat GPT just like this to make 1:57:11 those 1:57:12 images um I'm gonna say make this a 16 1:57:16 by9 wide image and make the oracle 1:57:23 older 1:57:26 more rough and 1:57:31 scarier so again just ask it for what 1:57:34 you want you don't like what it gave you 1:57:35 tell it it was 1:57:40 shitty nice there you go look at 1:57:44 that 1:57:46 gorgeous gorgeous I tell you gorgeous 1:57:58 really 1:57:59 cool you want to see something cool yeah 1:58:02 Kyle that's why we're 1:58:03 here go over to a video generation tool 1:58:06 like say Luma 1:58:08 Labs Luma laabs dream machine click on 1:58:11 the little picture 1:58:14 button go to 1:58:17 your go to 1:58:19 your Oracle and say 1:58:24 um 1:58:27 scary 1:58:29 woman 1:58:31 woman's 1:58:33 eyes glow with 1:58:36 green fire as 1:58:40 camera and lumabs has added camera moves 1:58:44 as let's see pushes out as camera pulls 1:58:49 out boom and now we're going to turn 1:58:52 this into a video so this process is how 1:58:55 Kelly Bosch um she used Runway ml to 1:58:59 animate this thing but we're going to 1:59:02 use Luma Labs there's there's a bunch of 1:59:03 them out there that you can 1:59:07 use these are some these are some images 1:59:10 I made this is a project I'm working on 1:59:12 at work where we've got a doctor and a 1:59:14 patient we're trying to bring them to 1:59:18 life that this was a failed thing for 1:59:20 her but let's see this is one we ended 1:59:23 up using this is one we didn't use 1:59:25 because he floats off 1:59:35 screen all right 1:59:37 but there you go her eyes aren't burning 1:59:41 fire 1:59:44 but we went from nothing to 1:59:49 something based on a silly little prompt 1:59:52 right all right let me get out of here 1:59:56 okay um next week is Thanksgiving week 2:00:02 so first of all thank you all for all of 2:00:05 what you do for hanging out for you know 2:00:08 taking the time to be here thank you 2:00:10 mods thank you 2:00:12 Brandon 2:00:15 um so have a good 2:00:20 Thanksgiving trying to think if I'm 2:00:21 going to be here Thanksgiving night I 2:00:23 might be here Thanksgiving night um mods 2:00:26 you don't have to come but 2:00:28 maybe maybe what we do Thanksgiving 2:00:31 night I'll I'll pour myself a nice 2:00:33 blandin I'll just drink some whiskey 2:00:35 we'll just hang out um Thanksgiving 2:00:37 night maybe I can be your excuse to get 2:00:40 away from the family just tell them you 2:00:42 have to take a business meeting you've 2:00:43 been working too hard you just got to 2:00:45 take this one meeting and we'll just 2:00:47 hang out on 2:00:48 Thanksgiving okay but over the weekend I 2:00:50 want you to try a tool that haven't 2:00:52 played with before or even chat GPT if 2:00:55 you haven't dug into what chat GPT can 2:00:57 do do that this weekend 2:01:00 okay 2:01:03 um my deep deep request is save the date 2:01:07 December 3D in the evening 5:00 pm 2:01:10 mountain time so it's 7 PM Eastern 4 pm 2:01:15 Pacific is the two-year anniversary of 2:01:18 the AI Salon okay so if you don't know 2:01:21 about the AI Salon if you came in late 2:01:23 and don't know about it there's the URL 2:01:26 the salon. say join our community and 2:01:29 then I think the third or fourth button 2:01:32 down says RSVP to events click on that 2:01:35 and RSVP for December 3rd we want to get 2:01:37 a lot of people there it's a second year 2:01:39 anniversary would love to have new 2:01:41 people if if there's anyone that's new 2:01:42 here tonight because you saw my hipop 2:01:45 video and you're like who's this fat old 2:01:47 man is he a 2:01:50 producer oh I 2:01:53 produce I produce a lot of [ __ ] uh 2:01:56 but I did produce a pretty sick song 2:01:58 with some pretty sick 2:02:00 beats 2:02:02 um but just keep coming coming back I I 2:02:05 will be here you know all week next week 2:02:07 and we got the anniversary after that so 2:02:10 all right with that thank you all very 2:02:12 much for hanging out this was 2:02:15 fun 2:02:16 and what else what else people what do 2:02:20 we want to say kak 2:02:23 thank you so 2:02:24 much thank you Brandon Emilio's wife 2:02:26 great to see you papa JJ president AI 2:02:29 Call Me Al great to see you call me Al 2:02:32 coming in from Down Under 2:02:34 Apocrypha Apocrypha is that how you say 2:02:37 your name I'm probably mispronouncing 2:02:39 that because I'm not so good with the 2:02:42 words Dr Jay in the 2:02:45 house um deal of the day in the house 2:02:48 Very Cool Jock are the mighty or play 2:02:51 Dungeons and Dragons with chat GPT is 2:02:53 the dungeon master that's really fun 2:02:54 it's really good at that oh and you can 2:02:56 do that with put it into um advanced 2:02:59 voice mode and just have it be a dungeon 2:03:01 master for you I think the other thing 2:03:02 I'm gonna do is just leave this 2:03:05 creepy This creepy woman on screen while 2:03:07 we sign off here because that's just 2:03:16 creepy oh 2:03:18 yeah all right Bob tell him what he's 2:03:21 won he hasn't won anything but that's a 2:03:23 creepy image 2:03:25 dude on Tik Tock Danielle good to see 2:03:28 you Bob donigan Jeff Flanigan oceans Tom 2:03:32 ndla Forever hooked in the 2:03:36 H Lori Blair Silver Fox thank you thank 2:03:39 you Daisy May great to see 2:03:43 [Music] 2:03:48 you all right what do we got going here 2:03:50 all right that's that cool 2:03:53 all right I am out of here peace out 2:03:55 everybody have a fantastic weekend and I 2:03:58 will see you on Monday um 8 o00 mountain 2:04:04 time all right YouTuber