aiLL June 9, 2023 - 1 - The Accelerating Pace of AI Innovation

Transcript

1. 0:25hello hello this is Kyle Shannon with the AI learning lab happy Friday everyone the nuggets and the heat are kicking off
2. 0:35their game nuggets in the lead they're up two games to one I know that's not AI but you know it's on the
3. 0:43iPad next to me so I should talk about it uh if you're new here my name is Kyle Shannon I'm a long time entrepreneur
4. 0:50I was an innovator in the early days of the web and I see a lot of parallels between what's going on with AI right
5. 0:55now and what was going on back then and so this channel exists as a way for me to just kind of process what the hell is
6. 1:02going on and teach people as much as I can even though I'm learning like I'm basically teaching what I'm learning I'm
7. 1:10teaching on the fly so um yeah so uh feel free to ask any questions in the uh what's it called comments ask
8. 1:21questions in the comments I'll do what I can to answer my boys need a ride to Boulder in about an hour so I'll
9. 1:27probably just bolt out of here and uh what else um a lot of interesting stuff went on uh this week Adobe um Adobe announced Firefly for
10. 1:40Enterprise so they're basically taking their generative AI their their generative AI for images and making it
11. 1:49safe for corporations which I think is a really big deal I feel that many people are learning on the fly yeah I I think
12. 1:55that's the that's one of the parallels I see to the early days of the web is that when I when I first started learning
13. 2:01about it I'm like I don't know anything about this and I started this group called The World Wide Web artist Consortium as a as a
14. 2:08Shameless attempt to surround myself with people that knew more than I did and I learned exactly that that everyone
15. 2:13was trying to figure it out and so there's a very similar thing going on with with generative AI right now um yeah you're welcome for for
16. 2:22um me doing this I appreciate the I appreciate the sentiment uh if you have questions about uh AI pop them down
17. 2:31below if you're new here or you're new to AI the reason I put these URLs here these are kind of it's just like a
18. 2:37public service service announcement more than anything I'm not attached to these things in any way but check that openai.com that's the
19. 2:44official chat GPT website so if you've heard of chat GPT but you haven't played with it do yourself a favor and just go
20. 2:50play with it and see what it can do have it ask it to write you like this briefly describe your pet or your spouse or a kid
21. 2:58and have it write you a song or a poem or a short story or something like that and just sit back and go wait it can do that
22. 3:09and then Bing is just like chat gbt but it's on Microsoft it's you know it's it's Microsoft's Bing it's gpt4 you can
23. 3:16use it for free and pose another one where you can where you can do some chat GPT stuff I began my career over 35 years ago and
24. 3:24you're right the parallels are very interesting I mean some interesting things about what's what's happening with
25. 3:31um AI compared to the early days of the web it took six years to get to 100 million users of the web it took six weeks to
26. 3:40get to 100 million users of chat gbt that's that's a stat that just blows my mind and it was a piece of software that
27. 3:46was written in two weeks Sam Altman just said to his engineering his engineering team go build that thing that was in our
28. 3:53documentation the the in the documentation of gpt3 were instructions for GP for chat gbt and no one built it
29. 4:00so Sam Altman just told his Engineers to go build it in two weeks um unfortunately that isn't a hot link no you actually have to type
30. 4:10chat.openai.com I don't know how to make hot links if I can make hot links in here teach me how I'll do it
31. 4:15um oh there's a lot of people in here uh my name is Kyle Shannon this is the AI learning lab I'm an entrepreneur for
32. 4:21many many years and uh I'm currently the co-founder and CEO of a company called storyvine we're an 11 year old video
33. 4:28technology a storytelling platform and uh we do automated video production but we don't use any AI for that but we are
34. 4:36using uh open ai's whisper for transcriptions and now I'm creating a bunch of content generation engines based on the videos that are in our
35. 4:45system so that's pretty exciting and uh I'm here to answer any questions I can so if you've got any questions pop them down oh
36. 4:55yeah show me how to do that Arthur that would be awesome all right isn't that how we all survived by Consulting each other yeah that was
37. 5:04pretty much it those those are those early days of the web were just amazing uh and I I heard like it sounds like the
38. 5:10a similar things going on in San Francisco right now I saw I saw a tweet today that said there's there's like 44
39. 5:17meetings in San Francisco this week it's like three meetings a day and that's not even including the private ones
40. 5:24um I live in Denver it's not quite so happen but I did start the AI salon so if you go to my profile
41. 5:31um there's a link tree there and you you can see a link to the salon so we do both in-person meetings but also virtual
42. 5:36meetings we meet every other week um and uh we have guests guest speakers come in and things like that so yeah
43. 5:45all right can I explain how generative AI difference from classic AI I don't know a ton about classic AI but
44. 5:55what I I ca so so here's what I can tell you there's in 2017 Google puts out a paper called attention is all you need and they
45. 6:04introduced this idea of a piece of technology called the Transformer and prior to that um machine learning you had to do it on
46. 6:16relatively small data sets and it was it was very much the purview of you know data scientists and researchers and
47. 6:22things like that so you would sort of bring your data set I got a bunch of medical data I got a bunch of census
48. 6:27data or whatever it might be and then you train these these uh machine learning models on your little data set
49. 6:35the Transformer comes along and ostensibly what it does is it allows you to train these machine learning models on massive data sets
50. 6:43so the ter the the acronym GPT chat GPT stands for generative pre-trained Transformer so the Transformer the T in
51. 6:54GPT is Transformer so that's the technology generative means it's generating generating content right it's generating
52. 7:02original content it's not copying and pasting it's not stealing from other people's writings it's actually
53. 7:06generating and then pre-trained is that idea that it's been trained you don't have to bring your own data they've they
54. 7:13brought the data for you open AI spent years tagging and identifying data sources so like all over the public
55. 7:20internet they found as many data sources as they could Wikipedia and blogs and websites and you know research
56. 7:29things and universities as much data as they could and they got it all you know in in this trainable format and that's
57. 7:35why if you play with chat GPT you learn really quickly it it's knowledge stops uh in September of 2021. why is that
58. 7:44because it took a really long time to train these things so the big difference is that we as mere mortals don't have to bring our own data
59. 7:52set it's been pre-trained and we you know chat GPT turned it into a just a simple little it's just as simple as a
60. 8:00Google you know chat box but when you type in something simple you get back something remarkable so so
61. 8:07the way I like to think of it is you're effectively tapping into a massive amount of the output of humanity
62. 8:14without having to learn it it knows how to program it knows different languages it knows how to write it knows how to it's just
63. 8:25crazy so that's that's kind of the the big difference is is the fact that you don't have to bring your own data it's not BYOD [Laughter]
64. 8:40all right let's see let's do this offline because I have a teleconference to attend okay yeah that's cool Arthur just just DM me in
65. 8:50the DMS and and we'll hook up and you can teach me how to put hot links in my in my lives I figured out how to do the
66. 8:56dual camera thing that's pretty impressive people ask me about that all the time let me get that out of my face um
67. 9:04uh and welcome to contact you cool have a good night and presentation thanks again thank you all right if you have questions about
68. 9:12generative AI pop them in the um uh in the in the thing below tap the screen uh if you if you you know to let people
69. 9:20know we're here or share this live anything you want to to get to get things out there um I'm trying to think what else is is
70. 9:28worth talking about today I saw a cool piece of technology that tracks elements in a video but that's kind of geeky and not all that
71. 9:37interesting um let's see oh well the the nuggets are playing and Trump got indicted so so there's that happening it's been a busy
72. 9:47day it's been a busy day at newswise but that's not what this channel is about there's plenty other channels for that stuff
73. 9:53um if if you um if you have questions about uh Chachi PT pop them down below I can also show you um if you're new to chat gbt I'll show
74. 10:04you a couple of uh you kind of have your chat history down the left and then you have this big dark window
75. 10:11this I guess the dark window represents you know all of the possibility um and then uh you can just type in uh explain quantum physics
76. 10:25as an m in M rap Bang then it will write you a wrap like it's fast that's gpt3 gpt3 is much faster than uh gpt4 but gpt4 is more capable
77. 10:43okay let's see metadata I don't know what that's a question to um what's the next big ai ai idea you would do if you had lots of money
78. 10:55that's a good question I think I would do I actually had an idea for this today I would do something around authenticity I think the 2024
79. 11:09I think the 2024 election is going to be if you thought 2016 was a show in 2020 was a show um I think the 2024 election is going to be
80. 11:22um the most and most sophisticated misinformation and disinformation and deep fakes we've ever seen it's going to be absolutely insane
81. 11:31and I think there's going to be a backlash to that in in 2025 2026 where there's a real demand and there's a real
82. 11:39need there's a there's an actual need for being able to validate the authenticity of content so my company
83. 11:46storyvine we have people film videos of themselves talking about whatever story we designed we create a little story
84. 11:53framework our app guides them through telling that story it goes up to the cloud five minutes later you got a fully
85. 11:58edited video super cool but it's real people telling real stories about their lives two years from now there will be videos out there that
86. 12:09don't look any different from our you know self-produced um phone videos right so so how do you authenticate you know is this human is
87. 12:18it is it synthesized is it a real story but a synthesized person so I think I would do I would do something around around
88. 12:26um authenticity because I just think it's a major problem major major problem um who would you bet in the lead oh who
89. 12:35would I bet in to lead large language models by 2025 that's not too far out Google Microsoft or other uh
90. 12:44I'm gonna just roll Microsoft and openai together because they're ostensibly you know they're rolling together although
91. 12:52open AI is free to compete with them but I think I think they'll be pretty tight at the hip at least by for 2025 um Google is way behind
92. 13:03um they also but they have a lot of money and they have a lot of power so I wouldn't put and they have a lot of
93. 13:07smart people but they're really heavy on engineering and not so heavy on the human factor side and the the empathy side
94. 13:15um I think open AI is much better at that um I think anthropic is going to be a major player um meta while they're behind are doing some
95. 13:28interesting like they're open sourcing a bunch of stuff and they're putting stuff out there and I think one
96. 13:32of the advantages of open open sourcing things in the AI space right now is that because chat GPS like you know exploded and and caught fire
97. 13:43um there's so many developers in the space I think by open sourcing your technology you basically get free development
98. 13:52um which you can then just grab yourself because it's open sourced right so I would I wouldn't put meta out but there I'd
99. 14:01say I'd say they're more behind than Google and Google's way behind Microsoft and open AI so for for me right now open Ai
100. 14:11and and Microsoft are going to be in the lead I would say anthropic is probably going to be there so you know I don't know if
101. 14:20you remembered a few weeks ago there were four CEOs that were invited to the White House to talk about AI it was the
102. 14:26CEO of Microsoft the CEO of openai Sam Altman the CEO of Google and who was the fourth the CEO of anthropic so anthropic
103. 14:35is a handful of X open AI employees that started a competing company um and they're really good they've got a really interesting model so
104. 14:47that's my prediction I'm not a psychic but I play one on the internet make money okay oh and I'm also an idiot sometimes
105. 14:59that's just part of the King movies yes dead people will be making so so here's a really interesting thought
106. 15:10um all of the popular people today and and you know in the past that we've got videotape and audio tape of
107. 15:18um we're gonna be able to synthesize all them like you there you know a month or so back there was that song that came
108. 15:23out by Drake in the weekend that wasn't actually Drake in the weekend um and then a week after that um uh Grimes Elon musk's ex-wife
109. 15:33um said hey steal them you know like like synthesize me all you want just give me half um so I think I think it's there's just
110. 15:42going to be a massive new industry this actually might be something I'd go into it's just there's going to be a massive
111. 15:47industry to to take the like license the likenesses of famous people and you'll just be able to put you want young Elvis
112. 15:56to Star in Star Wars okay it's something you'll just go I want to watch Star Wars where young Elvis is Luke Skywalker
113. 16:03it'll start playing and he'll be in it and he'll shake his his uh his hunky ass um so yeah and but so the thing that I
114. 16:13think is interesting is like like okay that's gonna happen for all the famous people now but but if we basically just
115. 16:19repackage and re-synthesize and all the all of our favorite people in the past like how do new people get popular so
116. 16:25I'm wondering if there's going to be this like what's the battle between you know how do I make it in the world if
117. 16:31I'm always competing against the Beatles in their Prime you know I don't know I don't know the answer to that
118. 16:39crazy it's crazy I loved you in Modern Family yeah it's the second Modern Family I joke at least that wasn't a
119. 16:45Rosie O'Donnell I got you look like Rosie O'Donnell the other day and uh fat Alec Baldwin um if you have questions about uh
120. 16:53generative AI pop them down below what I like about my trolls on on my lives is that they're actually they're
121. 17:00semi-complementary you know I mean sure he's chubby but he's funny on Modern Family mm-hmm oh I don't have water jeez now dang it [Laughter]
122. 17:12all right I'm not gonna I'm not gonna be here for too long um oh so let me let me show I was showing you before about
123. 17:21um chat chat tvt you're gonna make money I wanna chat you in my day um so if you pay for GPT plus which is the
124. 17:30little yellow flag there where did it go okay it's back um then you get access to gpt4 and you can enable you turn on your beta
125. 17:40features and you can enable browse with Bing and you can enable plugins so browse with Bing is basically GPT connected to the internet
126. 17:48and then plugins are these plugins they're they're like little apps that you turn on in a session you can turn on up
127. 17:58to three of them at a time and what you're essentially doing is creating a little mini application so um like there's this this one's video
128. 18:06insights there's web pilot and Link reader those will read websites as well just the normal um the gpt4 connected to the internet
129. 18:18um but like this x papers one that'll go out to the archive site where all the white papers are and I can I can create
130. 18:25a list of actually let's go do that so I'm going to turn on this one I'm going to turn off wolf from wolf from Alpha
131. 18:31that's if you want to do math so I've got um what's it called X papers turned on so I'm going to say um make me a table of white papers
132. 18:47about ML and AI that were released this week and rank each of them
133. 19:01in order of potential impact I don't know let's see what it does so now we hit that and it's going to figure out that I need
134. 19:15to go get some white papers and it should fire off that plug-in so it fires off the plug-in and then we can we can open the plug-in
135. 19:22there's a little down you know little carrot here we can drop it open so it says it's querying machine learning or
136. 19:29artificial intelligence Max results 50. start date end date so it automatically so it's automatic so what the plugins
137. 19:37are doing is they're basically just coding based on your input it says apparently there are no papers related to machine learning artificial
138. 19:45intelligence that were released I don't buy that um let's see um was