aiLL 6/3/2023 - 2 - Beyond the Hype - The Real Potential of Generative AI

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0:06 foreign
0:11 [Applause]
0:21 this is Kyle Shannon this is the AI
0:23 learning lab welcome welcome welcome
0:25 just getting started here it's Saturday
0:28 afternoon here in Denver Colorado
0:31 I am sitting in the AI learning lab
0:34 otherwise known as my home office
0:36 it is a complete shambles
0:39 but you know I kind of point the camera
0:40 at the part that's sort of nice looking
0:43 you don't want to see the other part
0:46 well do you
0:47 maybe you do huh
0:50 what a nightmare I gotta clean that [ __ ]
0:52 up
0:53 um so what this channel is all about is
0:56 learning about AI I'm learning about AI
0:59 as I learn about it I'm sharing it here
1:00 and apparently not doing well with the
1:03 hair
1:05 wow that's
1:07 that's like that's like I don't even
1:10 know what that's like
1:11 I need to get another toupee apparently
1:19 this AI learning lab if you're new to AI
1:21 if you're curious about AI I have these
1:24 URLs up here for your help uh
1:27 chat.openai.com that's the official
1:29 chatgpt website
1:31 bing.com is Microsoft's search engine
1:34 but if you click on the chat button
1:36 that's gpt4 and then po.com you can play
1:40 with a bunch of different models
1:41 including a new one from anthropic
1:43 that's got a hundred thousand token
1:45 limit
1:47 which is pretty exciting if you have
1:49 questions about AI pop them in the uh
1:52 what do they called the comments the
1:54 little scrolly bits um pop any questions
1:56 in there I'm happy to answer them my
1:58 background is I'm an entrepreneur for
2:00 many many years decades actually
2:03 um I was an innovator back in the early
2:06 days of the World Wide Web I started one
2:08 of the first online magazines in the one
2:10 of the first agencies called agency.com
2:11 I was a chief creative officer there
2:14 and so I got to experience what it was
2:17 like to be at the very beginning of one
2:19 of these technical revolutions and the
2:21 parallels between what was going on with
2:24 the web and what's going on with chat
2:25 gbt and generative AI are insane
2:28 um I think that this AI stuffs can
2:30 actually be significantly more profound
2:32 than the World Wide Web stuff and we
2:34 know how profound that was and how much
2:36 that changed uh well if you weren't
2:38 around for it you don't know how much it
2:39 changed it but everything changed
2:41 and uh yeah it's going to uh it's gonna
2:46 change everything so uh again it looks
2:49 like a bunch of people just joined my
2:50 name is Kyle Shannon this is the AI
2:52 learning lab the URLs here are just
2:54 places for you to go play with uh chat
2:57 GPT and some other models poe.com in
3:00 particular has a lot of different things
3:02 you can play with you can make Bots if
3:03 you have questions about AI pop them in
3:06 the uh comments just put a comment in
3:09 there about what the hell's going on
3:11 with this or that or you know whatever
3:13 I'll answer what I can if I can't answer
3:15 it I'll try to say that I try to keep it
3:16 light I try to keep it fun and I try to
3:18 keep hydrated although apparently why is
3:21 GPT so dumb yeah
3:24 it's actually not aware of what it's
3:26 doing it it's literally a probability
3:29 engine I wouldn't call it dumb
3:31 um I would call it
3:33 um
3:34 infallible
3:36 it's like a it's like a a really solid
3:40 intern uh that's smarter than any intern
3:43 in the history of interns and you can
3:46 ask it to do stuff for you and sometimes
3:48 it just gets it wrong because it's a
3:49 crappy little intern
3:51 but you can ask it anything and it will
3:54 know a lot about it and even if it
3:56 doesn't know a lot about it it will tell
3:58 you that it knows a lot about it and it
3:59 will give you confidence that you have
4:01 the right answer even if you don't
4:04 um I like to refer to chat GPT as
4:06 mansplaining as a service
4:08 um chatgpt helped me develop machine
4:10 learning model for trading crypto yeah
4:12 very cool
4:13 um it's really good at analyzing stuff
4:15 and and doing things like creating
4:17 trading Bots what are some jobs to
4:20 consider in AI
4:22 it's hard to know what what they're
4:23 going to be I think that
4:26 um one of the ones there's a guy named
4:28 Mackenzie Bose who's got this this app
4:30 he's created called GPT boss and he
4:32 talks about AI operations is going to be
4:34 a good job meaning there's all there's
4:37 going to be just literally thousands and
4:39 thousands of AI services and
4:41 subscriptions and things you kind of
4:43 glue together to make other apps so
4:47 you know people sorting through all that
4:49 technology is going to be a good one
4:51 um you know there's lots of talk of
4:53 prompt engineering or as I like to call
4:55 it prompt crafting uh I I think that's
4:58 going to be a prerequisite for almost
4:59 any job coming coming
5:01 um these tools are going to start being
5:03 incorporated into Microsoft Word and the
5:06 Google office docs and even at the
5:08 operating system level Apple's got a big
5:10 announcement coming on Monday that their
5:12 worldwide developers conference I would
5:13 be dramatically surprised if they didn't
5:16 have some some big AI announcements
5:19 um
5:20 you know learn the image stuff learn the
5:23 music stuff I think there's probably for
5:26 the next year and a half or two there's
5:27 going to be a lot of hunger for people
5:29 that can just give workshops on what the
5:31 hell is this stuff what does it do what
5:33 does it make possible
5:35 um I think my lights a little too bright
5:36 that's better
5:38 um it was hurting my eyes I feel blood
5:41 sort of coming down the cheeks uh anyway
5:44 but the intern always rolls a four on a
5:47 six-sided die
5:49 um there was a what exactly is Agi and
5:52 is it even a thing AGI stands for
5:55 artificial general intelligence and it
5:57 is a thing but it is not a well-defined
5:59 thing it is generally agreed that it's
6:02 when these machines get basically
6:04 smarter smarter than all the humans
6:07 um I would say on an individual basis
6:09 you know these current GPT models know
6:12 way more than any of us do individually
6:14 and just in terms of knowledge but in
6:16 terms of reasoning they're they're not
6:18 anywhere close
6:20 um
6:21 Microsoft did a study on chat GPT it's a
6:24 long study it's like 86 Pages or I
6:27 forget how long it is but they did a
6:29 study on gpt4 uh and and part of the
6:32 study was it's showing signs of AGI
6:36 um but because it's poorly defined and
6:39 it's subjective
6:41 um some people think we're on the verge
6:44 of it right now other people think we
6:46 are
6:46 you know decades away although there's
6:49 fewer and fewer of those Ray Kurzweil
6:53 um talks about the singularity which he
6:54 predicts will be 2029 and a lot of other
6:58 AI scientists have downgraded their
7:00 prediction from like
7:02 2040 or 2035 to 2030 so 2029 2030 seems
7:07 to be the consensus of when we'll have
7:10 some version of The Singularity but
7:11 here's the deal this shit's moving so
7:13 fast that um who knows who knows how
7:16 long this is how like when we achieve it
7:18 I for me it's kind of irrelevant whether
7:21 or not we label you know whether we have
7:23 AGI like you know are these tools you
7:27 know serving us well and transforming
7:30 things in a positive way that's the
7:32 thing I'm most interested in
7:35 how will risk CV impact AI I don't know
7:39 what risk CV is but you know what I'm
7:41 going to do I'm going to go to chat jpt
7:45 and I'm going to say chat GPT I'm a
7:47 dum-dum and Dum Dums don't know what
7:50 what is
7:52 risk CV
7:54 and how will it impact is this the uh
8:00 the European
8:03 uh thing
8:05 AI
8:08 let's see if it doesn't know I gotta I'm
8:10 gonna have to use
8:13 risk five is an open standard
8:16 of risk principles unlike other ISO
8:19 design risk five
8:21 is provided under open source and
8:23 instruction set architecture as part of
8:25 the computer architecture
8:26 potential impact of risk 5 on AI could
8:29 be significant for the following reasons
8:32 Flex air sorry there you go
8:35 um flexibility and customizability
8:40 cost Effectiveness collaborative
8:42 Improvement promotion of edge Computing
8:45 um
8:46 so so yeah so I assume well so so what
8:50 this is talking about is
8:52 um Computing is going to get more
8:53 efficient and cheaper we we need lots
8:55 and lots of compute um I don't know
8:57 enough about it to actually answer that
8:58 so
8:59 um you don't need to watch me here read
9:02 chat GPT although I'm sure it was
9:04 scintillating
9:05 all right what happened next week what
9:08 was that ah
9:12 what exactly is the reasoning I'll go
9:13 back to that
9:15 what's happening next week is that
9:18 your real appearance or you look
9:20 different you a ghost
9:22 huh
9:24 I don't I don't know I don't know buck
9:26 buck I don't know what he's talking
9:29 about what do we do I don't know uh
9:32 maybe tell them to clarify his question
9:35 I don't have time for that buck
9:38 excuse me
9:42 all right
9:43 AI will not need us learning AI is
9:46 pointless we will just exist well maybe
9:49 AI does all the shitty stuff and we get
9:51 to exist at a higher level of humanity
9:53 that might be nice so we're not all cogs
9:55 in a [ __ ] wheel
9:57 leading soulless existence just doing
10:00 repetitive soul-crushing work
10:03 wouldn't that be nice that would be a
10:05 possibility what exactly is reasoning
10:07 human reasoning is based on our
10:08 Evolution and Natural Instincts yeah
10:12 um I don't know I that's getting into a
10:14 level a depth of philosophical
10:17 conversation that is beyond my capacity
10:19 to have it so I will let it slide
10:23 um but basically as these tools get
10:25 smarter than we are shit's gonna happen
10:28 shit's hitting some fans
10:31 um it'll happen no matter how many John
10:33 Connors there are too listen listen
10:36 here's the thing about this channel I am
10:38 I am I was I was on a panel talking
10:40 about this AI stuff and one of the women
10:42 on the panel has been in AI for like 15
10:44 years said let me interrupt the adorable
10:46 optimism here so so I've been accused of
10:49 being an adorable Optimist which I will
10:51 take
10:52 um
10:53 I think it is a bit lazy and and all too
10:56 easy to just
10:58 um
10:59 go to the robots are going to kill us
11:02 future I think it's kind of a boring
11:05 future I'm not interested in it and um
11:08 it's also just like Hollywood's been
11:10 conditioning us for 50 years that you
11:13 know ai's all evil I think there's a
11:16 more interesting future where AI can
11:18 actually support and amplify Humanity
11:20 now Humanity's got good and bad so as AI
11:23 amplifies Humanity it's going to amplify
11:26 the bad as well as the good but
11:28 I think if we like on this channel can
11:31 say hey why don't instead of fearing
11:33 these tools why don't we lean into them
11:35 learn them
11:36 learn how we can use them learn how we
11:38 can make them our [ __ ] and we get to be
11:41 the pilot and AI gets to stay the
11:44 co-pilot that's the future I am moving
11:46 into
11:47 how will AI affect Radiology well it's
11:50 affecting it pretty dramatically
11:52 um but what's happening in almost all
11:55 cases with things like
11:57 um you know medical stuff
12:00 is that because you've got insurance
12:01 companies and liability you're always
12:03 going to have a human in the loop there
12:05 there was a prediction I think five
12:07 years ago that AI would you know don't
12:09 become a radiologist because we ain't
12:10 gonna need need them anymore
12:12 um now ai is as good or better than
12:16 humans at you know reading scans and
12:19 things like that but you still need to
12:21 have humans in the loop and probably
12:22 will for a while
12:24 when will I trim that Gray nose hair I'm
12:26 not going to trim that Gray nose hair
12:28 I'll pluck it
12:32 because they're [ __ ] rude
12:33 all right I tried the app and it was
12:35 really cool not sure which app but cool
12:38 um is computer science worth it anymore
12:40 with all the AI Innovation
12:42 um
12:44 I would I would not go to school for
12:47 computer science right now
12:48 um I I think I think spending
12:52 a year self-learning all of the new AI
12:56 stuff all the new generative AI stuff
12:59 um
13:00 is going to be incredibly valuable you
13:03 know listen the skills that you learn in
13:05 a computer science program they're
13:06 they're not going to be wasted
13:09 but what they actually teach you maybe
13:11 right so if if the
13:14 here's what I would say if the if the
13:16 computer science program that you're
13:19 entering or that you're you know that
13:21 you're going into is
13:25 um just keeping the status quo and and
13:28 teaching AI off to the side then then I
13:30 think it's a waste of time if they're
13:32 saying holy [ __ ] AI is changing
13:34 everything we're gonna absolutely upend
13:36 our curriculum and and go all in on AI
13:38 then then I think it's probably really
13:40 interesting
13:41 dominance of machine intelligence what
13:43 did that say
13:45 hang on
13:47 God damn it tick tock every time I go to
13:50 scroll
13:52 it jumps me to the bottom and then I got
13:54 lost
14:01 um
14:03 Jesus now I'm really lost all right hang
14:05 on bear with me old guy using technology
14:08 alert
14:10 all right there's the there's the when
14:13 are you gonna trim your nose hairs
14:14 comment I found out where I was okay
14:18 um [ __ ] trolls all right what app do
14:21 you use to screen share nothing this is
14:23 just tick tocks they're dual camera so
14:25 my back cameras on facing my laptop
14:28 screen see there's my hand in front of
14:30 my laptop it's take all jobs how do
14:33 people get money does it become
14:35 socialism I don't know and socialism is
14:38 a divisive word so I don't really give a
14:40 [ __ ] about labels of how it works I
14:43 think that um
14:45 Universal basic income that Andrew Yang
14:48 was talking about back in the 2016
14:51 election I think that becomes a
14:53 potential tool I think it'll be short
14:55 term oops
14:57 um if you're new here these URLs here
14:59 the top one is the official chat GPT
15:01 website the second one is bing.com
15:03 that's Microsoft's uh search engine and
15:06 that has gpt4 built into it and then
15:09 po.com you can play with a bunch of
15:11 different models
15:12 um so and you can make your own chat bot
15:14 so that's what those are there for and
15:15 then prompts.chat and futurepedia.io
15:18 prompts.chat will teach you about
15:20 prompting and give you a bunch of ideas
15:22 and examples that are really really cool
15:26 um it kind of blows your mind what what
15:27 these things can do
15:30 and then futurepedia.io is
15:33 um is is uh just a list of all of the
15:37 thousands of tools that are out there
15:38 that you could use
15:40 um
15:43 those are trolls I know controls but
15:47 trolls are people too sort of
15:50 people talk about the great filter but
15:52 when you have neural systems this and
15:55 inevitably leads to
15:57 machine intelligence exploding outwards
15:59 at the speed of light yeah I agree and
16:02 and we're seeing that now I mean you you
16:04 can see in the past four or five months
16:06 the acceleration is absolutely insane
16:08 and and you know every time a new white
16:10 paper comes out the the dev community
16:12 pounces on it and then like a week later
16:14 you'll see a new white paper that
16:16 incorporated that white paper and so
16:18 they're mixing and matching and it's
16:20 it's absolutely insane but it doesn't
16:22 all necessarily mean it's a bad thing
16:26 apparently champ
16:27 not excited about AI champ champion
16:36 he doesn't uh appreciate Tick Tock live
16:38 hang on
16:40 GMP stop
16:50 all right what app do I use to screen
16:53 share just answer that concern about
16:54 jobs is rearranging deck chairs on the
16:57 Titanic Max you're so negative
17:00 we're not necessarily going down a black
17:03 hole of Extinction other than the fact
17:07 that that group of people including Sam
17:09 Altman said we're going down to
17:11 path to Extinction unless we do
17:12 something about it
17:14 I don't necessarily think that that
17:16 wasn't just self-serving for them to
17:17 slow down the competitors but you know
17:19 that's just me being cynical
17:23 um
17:24 excellent future idea thank you we don't
17:26 have true AI yet true or false correct
17:29 right what we have right now is machine
17:30 learning it's not artificial
17:32 intelligence or AGI
17:34 um AGI is is woefully
17:38 um undefined so we don't
17:40 I I don't frankly give a [ __ ] if there's
17:43 a definition if there's a label that
17:44 says we're officially AGI chi-ching
17:48 um Sam Altman cares about that because
17:50 that's why he started that organization
17:52 is there a good way to use chat GPD to
17:54 help find the best AI tools for a
17:57 specific AI Solutions that's what
17:58 futurepedia.io is
18:01 um there are probably plug-ins for chat
18:04 gbt that are searching AI tool sites I
18:08 think I saw one
18:09 let's go look at how many
18:12 so if you go to chat GPT and you have
18:14 GPT plus and you've turned on your beta
18:17 features then when you roll over gpt4
18:19 you have three options you've got
18:21 default browse with Bing and then
18:22 plugins and if you go to plugins
18:25 you have your list of installed plugins
18:28 and then there's this plug-in store
18:31 and the plug-in store is what it sounds
18:33 like it's like the App Store and if I go
18:35 to all
18:36 let's see there's 64 times four so like
18:39 250 there's like 250 plug-ins I'm pretty
18:42 sure there's there's plugins that um
18:45 uh are are about AI tools but also you
18:49 could just go to futurepedia.io
18:52 and that's got a list of them they're
18:54 all categorized you can search up search
18:55 them
18:57 um what's what's what's hard right now
18:59 is to know
19:02 what tools aren't just shitty little
19:05 cash grabs where someone just threw a
19:07 wrapper on top of you know chat GPT apis
19:11 and put it out there with some slick
19:13 marketing and said Pay me 30 bucks a
19:15 month for this absolutely remarkable
19:17 thing that's just a fly-by-night thing
19:19 there's there's so much of that right
19:21 now what I'm doing the reason I have
19:23 these URLs up on screen is these are the
19:28 things that the top three in particular
19:31 um
19:31 you know not including image Generation
19:34 stuff like mid Journey but but in terms
19:36 of like chat you fat kind of stuff
19:38 those are the three kind of places that
19:41 that I would go right now I would focus
19:43 all my attention on on chat.openai.com
19:46 or if you don't want to spend any money
19:47 just do it at bing.com I pay for the
19:51 plus version of chat.openai.com and
19:53 poe.com for different reasons
19:58 um we'll have amazing things including
19:59 immortality but it's temporary humans
20:01 are over Max Max
20:03 Max you have a have a have a nice
20:08 beverage
20:09 it's not all doom and gloom it might be
20:13 good sure it might be good for a while
20:15 but listen you know quite honestly
20:18 um you know we're we're tanking the
20:20 planet anyway so whether AI accelerates
20:23 that you know maybe AI actually helps to
20:26 fix that and fix the energy crisis and
20:29 cure cancer and cure genetic disease
20:32 um they actually I don't know if you
20:33 knew this but the the uh a guy that's
20:35 been paralyzed for 12 years they just
20:39 created a Bluetooth bridge between his
20:40 brain and his lower spine and he's
20:43 walking again they imaged his brain as
20:46 he was thinking about moving his legs
20:48 and then sent those signals to the base
20:50 to the lower part of his spine and now
20:53 he's walking again you know still has a
20:55 way to go but holy [ __ ] so that kind of
20:57 stuff's coming
20:59 all right Drago did you see the second
21:00 part of okay you guys are talking to
21:02 each other that's cool no point in
21:04 learning AI it's like ants learning how
21:05 to drive a car my God it's a dark it's a
21:08 dark crowd tonight it's a dark Saturday
21:09 night are you drinking or you know if
21:12 you are understand if not maybe you
21:14 should be
21:18 we try to be Optimist here
21:20 all right all right Max Max I get it you
21:24 think this is going to a dark place
21:26 um I use AI to help with projects cool a
21:28 lot of people are going to start losing
21:30 the jobs over the next decade and a lot
21:33 of jobs are going to be created that we
21:34 can't even imagine right now there's one
21:37 of the things I'm seeing is you know
21:39 there's there's kind of this default to
21:41 the robots are going to take our job the
21:42 robots are going to kill us and people
21:45 talk about it like human beings are
21:47 static human beings are not static what
21:49 will happen is there's going to be
21:51 massive disruption it's going to be
21:52 really [ __ ] painful and that's why
21:55 probably something like Universal basic
21:57 income is gonna help right because
22:00 there's going to be disruption but
22:01 what's going to happen is people are
22:03 going to get displaced and here's the
22:04 deal those displaced people at some
22:06 point are going to get bored and say
22:07 maybe I should do something with my life
22:09 they have access to these AI tools as
22:11 well so there's there's going to be a
22:14 lot of reinvention
22:16 um people finding new careers people
22:18 inventing new careers people inventing
22:20 companies to go compete with the company
22:22 that laid them off because they just
22:24 wanted to use AI for efficiency
22:27 um so so I personally think that we're
22:30 entering a great Renaissance that is
22:33 going to be you know sort of creative
22:35 and Humanity kind of output the likes of
22:38 which we've never seen creative
22:39 professionally scientific it's going to
22:41 be absolutely insane
22:44 um but there's going to be a period
22:46 where things get shaken up pretty
22:48 dramatically and it's going to be
22:49 painful but it's not like we're just
22:50 going to sit around going uh remember
22:52 when we used to have jobs what should we
22:54 do today I don't know you want to go
22:56 kick a rock well maybe we should float
22:59 sticks I just that's not Humanity that's
23:02 not who we are people want to contribute
23:03 so people contribute and they'll find
23:05 ways to do it new jobs will be created
23:09 all right
23:10 all right boy it's dark in here take
23:12 care guys bye Max
23:16 maybe we can lighten it up let's lighten
23:17 it up let's lighten it up it sounds like
23:19 Max took off
23:20 all right that should be anyone human
23:22 intelligence overall okay wait do
23:24 regular oh [ __ ] uh
23:27 Tick Tock just lost my place in the
23:29 questions again
23:30 but I was in a dark little tunnel I was
23:32 in the dark little Max tunnel there for
23:34 a while
23:35 all right did you see the Time Magazine
23:38 uh Time Magazine cover doomsday or click
23:41 bait in my opinion here's the deal
23:45 it's so frustrating
23:47 the the Press is gonna be the Press
23:50 they're going to use anything that sells
23:53 magazines you know nobody's buying
23:55 magazines anymore so you make a giant
23:57 red cover that says we're all gonna die
23:59 people are gonna buy that magazine what
24:01 is a white paper Okay so
24:03 a white paper
24:11 I thought I had one up I don't hold
24:14 please
24:16 let's go to
24:18 attention I'll I'll take you to perhaps
24:21 the most important white paper in the
24:23 past six years or so attention is all
24:26 you need
24:28 so oops so there's this thing called
24:31 archive
24:34 arxiv.org that houses white papers and
24:38 wait let me sort of zoom in here for you
24:40 zoom zoom zoom zoom zoom
24:43 all right so this is a little confusing
24:46 so this is the this is the description
24:49 of the white paper
24:51 and this is a white paper from June 12
24:54 2017 from Google
24:57 and this is the introduction of a thing
24:59 called the Transformer and if you go
25:02 over to the right hand side of this
25:04 thing it it says
25:06 here's what you can download you can
25:08 download the PDF or other formats but
25:10 I'm going to click on the PDF
25:12 and this is a white paper
25:17 it's basically a scientific it's a
25:19 research
25:20 document
25:22 that introduces a concept and so
25:24 generally you've got a bunch of
25:26 scientists at the top of it so you see
25:28 all the Google addresses here
25:30 and then some Toronto Edie University of
25:33 Toronto a guy from Gmail Ilya oh yeah
25:37 Ilya and then and then a bunch of these
25:39 Google brainiacs right and then there's
25:41 the abstract that talks about here's
25:44 what this thing's all about
25:46 and then they introduce it and then they
25:48 usually have some diagrams and
25:50 architecture yep see there's some
25:52 architecture
25:53 of this thing called a Transformer and
25:56 what the Transformer does and did and
25:59 does what they introduced was a thing
26:01 that allowed large language models to be
26:04 trained on incredibly large data sets
26:08 and so open AI trained their large
26:11 language model on all of the internet
26:13 and and that's why it's so incredibly
26:16 capable so so that's what a large
26:19 language model is or that's what a white
26:21 paper is is a bunch of scientists come
26:23 up with a topic they put it out to the
26:25 world sometimes they're peer-reviewed
26:27 sometimes they're just put out there
26:29 there have been white papers like
26:32 they're just coming Fast and Furious
26:33 because so many people are jumping on
26:36 this generative AI bandwagon and as they
26:39 mix and match the different tools that
26:41 that different white papers introduce
26:43 they make all sorts of breakthroughs and
26:45 things are moving incredibly fast as a
26:48 result of all this uh all this white
26:51 paper action
26:54 [Music]
26:57 let's see
27:00 I'm trying to go back I don't I I try
27:02 not to miss any
27:03 um any comments so if it feels like I'm
27:06 way behind on my comment reading that's
27:09 because I'm way behind on my comment
27:10 reading
27:12 um if you're new here
27:13 those URLs right there the top one is
27:16 the official chat GPT site the the next
27:20 one down is Bing bing.com which is uh
27:23 Microsoft search engine that when you
27:25 click on the chat button is gpt4 and
27:28 then poe.com
27:30 has a bunch of different uh GPT models
27:33 you can play with I would strongly
27:35 encourage you to go play there alright
27:38 I'm back to where Max was talking about
27:40 we're all gonna die we're all gonna die
27:42 we're all gonna die the robots are gonna
27:45 kill us
27:46 that's kind of what was going on in the
27:48 comments I think I'm past that now do
27:50 regular software Engineers angular Etc
27:52 need to switch to python slash AI you
27:54 don't need to I think there's a massive
27:57 opportunity if you can get your head
27:58 around
27:59 um what these tools do and play around
28:02 with things like Lang chain and auto GPT
28:04 and and learn about embedding and learn
28:07 about weights and Vector databases and
28:10 things like that I think it I think it
28:13 would serve you well
28:14 um you know does it mean that angular
28:17 development is going to go away no but
28:20 it's probably gonna a lot of it's gonna
28:21 get automated so
28:24 you know
28:26 you might be yeah I don't know I I would
28:30 personally
28:31 I started a [ __ ] Tick Tock Channel at
28:34 58 about AI That's how important I think
28:37 it is so
28:39 what the [ __ ] am I doing hey I will
28:40 dominate humans oh
28:46 user455-222-722-1067 you're so cute
28:49 all right what is your business is it
28:51 interesting and fun I think it is
28:53 interesting and fun it's called
28:54 storyvine it's a video agility platform
28:57 it's an automated video production
28:58 platform so we do a lot of work in
29:00 healthcare and Pharma for example and we
29:03 have an app that guides an end user
29:06 through telling their story so let's say
29:07 it's a patient talking about their
29:09 diagnosis Journey our app literally
29:11 guides them it's like put your head in
29:13 the dotted outline
29:15 um you know introduce yourself and when
29:17 you were diagnosed and then it prompts
29:19 them to say you know what did it feel
29:21 like when your doctor gave you the
29:22 diagnosis and how have you been treating
29:24 your condition so they answer a series
29:25 of prompts one after the other in the
29:27 app then those clips go up to the cloud
29:29 and five minutes later you've got a
29:31 fully edited video complete with
29:32 graphics and background music and things
29:34 like that it does not use AI to do all
29:36 that editing it's it's more Aristotle
29:38 than AI
29:40 um it's it's it's very much a
29:41 storytelling Centric technology but I am
29:45 completely rethinking the platform with
29:47 AI so I'm interested learning what's the
29:50 best site that's why I have these up
29:53 me personally I would go to chat GPT
29:56 site so that's chat.openai.com that's
29:59 the official chatgpt website I would
30:01 start playing go ask it to write a song
30:05 for you
30:06 describe your pet and have it write a
30:09 poem have it write a meal plan for you
30:12 have it write an exercise plan for you
30:14 have it create a marketing plan for you
30:16 go to prompts.chat
30:19 and that will teach you about prompting
30:21 and then it'll give you a whole list of
30:23 ideas and prompts that you can put in
30:25 there to have it act like a therapist or
30:27 have it act like a scientist or have it
30:29 act like a novelist and it does really
30:32 remarkable things so just just start
30:34 learning about it get curious about AI
30:36 start solving problems with it a friend
30:39 of mine keeps publishing books using AIS
30:40 published 13 in the past couple of days
30:43 here's the deal if if you're just
30:45 putting out books to put out books and
30:47 they're just pieces of [ __ ] they're
30:48 pieces of [ __ ] but
30:50 if you actually understand your target
30:53 audience and what message you want to
30:55 put out there and you use AI to
30:57 accelerate that
30:59 um then I'm I'm fully in support of it
31:01 if he's just dumping [ __ ] on the
31:02 marketplace hoping something will stick
31:04 then that's kind of shitty
31:06 um
31:07 but I don't fault anyone like I think I
31:10 think everyone should find every angle
31:12 they can to get their head around this
31:14 Ai and find ways to make money with it
31:15 that's a way to do it so
31:17 so good on him just hopefully he's not
31:19 putting out horrific [ __ ] that he's not
31:21 even looking at
31:23 um I have the next couple of weeks off
31:25 from work and I want to get the most out
31:26 of my time learning AI Caitlyn jump in
31:29 dig in go to those sites the other thing
31:31 that so so in my videos my recorded
31:35 videos on this Tick Tock machine
31:38 um I've got one of the one of the videos
31:40 is called the 2023 smart Challenge and
31:43 it's and so I CR I I what hit me one
31:48 morning at like four in the morning I
31:49 woke up you know just out of a dead
31:51 sleep and I said I said oh my God like
31:54 people have to do this people have to
31:56 like do this and and what if I created a
31:59 challenge and so the 2023 smart
32:00 challenges
32:02 do two projects with chat GPT so this
32:06 might be a personal project and and then
32:08 a project for someone else so the
32:10 personal project might be create an
32:12 exercise plan or I don't know
32:15 um come up with motivational sayings
32:17 right based on your favorite
32:19 philosophers whatever it is do something
32:20 personal for yourself and then do
32:22 something for someone else so it might
32:24 be a community group or your church or
32:26 business make a marketing plan for your
32:28 business so so do that the second part
32:31 of the 2023 smart challenge is
32:34 um make 10 images using generative AI so
32:38 that might be mid-journey or stable
32:40 diffusion or if you go to bing.com here
32:42 I'll let's see bing.com wait bing.com
32:47 slash create
32:52 uh create
32:55 that takes you to their image generator
32:58 tool and so we can type in here a
33:01 penguin on a
33:05 surfboard in a tsunami
33:09 [Applause]
33:12 and let's see it is creating my artwork
33:16 now
33:17 the reason I think that anyone learning
33:21 anything about AI should should use an
33:23 image generation tool like this to
33:26 create an image
33:27 so there's there's our Penguins surfing
33:30 surfing in a tsunami I don't know where
33:32 the tsunami is in that now
33:35 this is
33:36 um this is uh
33:39 um based on Dali which I think is the
33:41 weakest of all the image generation
33:43 models but I think everyone should
33:45 experience what it's like to type in
33:47 some words and get back a picture that
33:50 represents that
33:52 um so I I would dig in so so step one of
33:55 the 2023 smart challenges do do two
33:58 projects with chat gbt the second step
34:00 is create 10 images with an image
34:02 generation tool like this
34:05 um and then the third thing is tell
34:07 people what you're learning
34:08 and because in telling people what
34:10 you're learning some will be skeptical
34:12 some will be like Max and say ai's gonna
34:14 kill us and then others will be like AI
34:16 stealing all our [ __ ] and you're evil
34:18 for doing Ai and other people will be
34:20 like I've never heard of it and other
34:23 people will be like uh it's pretty
34:25 amazing isn't it
34:27 um in talking about it you do a couple
34:29 of things you you'll you'll find your
34:32 people you'll find people that are also
34:34 curious about it
34:36 um but you'll Inspire some other people
34:38 to try it and it will force you to
34:41 articulate what you're learning and and
34:45 um how your eyes have been opened if
34:48 indeed they're open now listen if you
34:50 try all this stuff and you come out of
34:51 it going I think this is a waste of time
34:53 this is just a fad cool like I'm cool
34:55 with that what drives me batshit crazy
34:58 is when people are like it's gonna kill
35:00 us I think it's awful I think it's
35:02 stealing without actually trying it
35:04 without actually getting their hands on
35:06 it and taking the time to kind of learn
35:08 how how this stuff works
35:10 so use AI not to get lost we here's the
35:12 thing about AI we've been using AI fruit
35:15 for
35:16 decades already so the Google search is
35:19 chock full of AI serious truck full of
35:22 AI there's lots of AI and specialized
35:25 systems what's different about chat GPT
35:27 is it's giving non-data scientists and
35:31 researchers access to these tools to use
35:34 in everyday life that's the difference
35:35 so so just like the World Wide Web was a
35:39 layer that sat on top of the internet so
35:41 the internet was there for decades and
35:43 it was mostly scientists and researchers
35:45 doing internet [ __ ] and science [ __ ] and
35:48 then the World Wide Web came along and
35:50 it allowed like real human beings like
35:52 ex actors like me
35:55 um to start you know massive digital
35:57 agencies right and and build on top of
35:59 it this AI stuff's going to do the exact
36:01 same thing
36:03 um so so we're we're at an inflection
36:05 point we're at the very very beginning
36:06 of it's just like the birth of the web
36:09 in in 92 3 and 4.
36:12 um we're at the very beginning of this
36:14 generative AI
36:15 um shift and it's this is not a fad in
36:18 my opinion
36:19 um could be wrong but I don't think I am
36:21 I've seen this before and this [ __ ] is
36:24 moving fast a real AI programmer nice to
36:27 meet you if you're an AI programmer
36:29 because I'm not I am an AI Enthusiast
36:33 and an entrepreneur of many years and
36:37 I'm trying to learn everything I can
36:38 I've built some cool things uh with AI
36:41 some content generation engines that are
36:44 pretty [ __ ] sweet they're pretty
36:46 [ __ ] sweet yeah
36:50 um should chat GPT pull all these
36:52 Tick-Tock comments and have a list list
36:55 out the quest oh I should have chat GPT
36:58 pull all the tick tock comments and and
37:00 pop-up questions that's a great idea I
37:03 don't quite know how to pull the
37:04 comments out I'm sure there's a way to
37:05 do it uh that's actually a really good
37:07 idea and and so I heard that Tick Tock
37:10 has now has somewhere in the interface
37:13 for certain users they've got a
37:15 generated AI they've got a chat bot an
37:17 AI chat bot
37:19 so I would I would I would not be at all
37:23 surprised if Tick Tock creates that tool
37:25 that would be a really good tool so so I
37:27 don't have to sit sit here sifting
37:28 through the comments it actually is just
37:30 pulling out and feeding me questions and
37:32 then I can say okay I answered that one
37:33 okay I answered that one that would be
37:35 super cool and it you know what be cool
37:37 is it pulls the questions dynamically
37:40 and organizes them dynamically and says
37:43 you have questions in the following
37:44 categories you know death of humanity
37:48 um um what the [ __ ] is chat GPT you know
37:51 how do I use it is my job going to be
37:53 replaced things like that
37:55 it's like saying bugs contribute to your
37:58 happiness I don't know whatever I said
38:00 but okay Steve
38:02 wozniakwaz.org says there should be a
38:04 six-month moratorium on cheche EBT yeah
38:07 so did Elon Musk a week before he
38:10 accepted an order of 10 000 gpus and
38:12 started a chat GPT competitor
38:14 [Laughter]
38:16 whenever you have large Titans of
38:19 Industry proclaiming that the robots are
38:22 going to kill us and we should take a
38:24 pause on that
38:26 I look at the motives why is that well
38:28 it would probably be good to have all of
38:31 your competitors stop for six months
38:33 while you spin up your company like
38:35 that's one way to look at it now are
38:37 there issues that need to be dealt with
38:39 yeah there are but when we say there
38:42 should be a pause in AI development
38:44 should that just be in the United States
38:46 should that just be Sam Altman and
38:49 Google because they're the ones that are
38:51 kind of leading the charge here or is
38:53 everyone in the world going to do this
38:54 because here's the deal everyone in the
38:56 world's not gonna [ __ ] pause
38:59 um so if America says yeah let's pause
39:02 for six months
39:04 um
39:04 we're gonna get our asses handed to us
39:07 so so I just don't think it's realistic
39:10 and I I just think that the timing and
39:12 the motives of of that are a little
39:13 suspect even this thing that was just
39:16 put out this week of
39:18 we we we think that you know governments
39:22 and companies
39:24 you know should do things to prevent AI
39:27 from extinguishing us as a species okay
39:30 I agree with that sure I'll sign that
39:32 you know it's like a three sentence
39:34 thing like okay I don't know what that
39:37 means what does that actually mean now
39:39 if if they said okay here's an action
39:41 plan behind that we should create an
39:43 International Symposium to get you know
39:46 government Representatives together to
39:47 figure out you know how the [ __ ] we're
39:49 going to deal with the risks of AI cool
39:51 I'm good with that but these sort of
39:53 platitude [ __ ] statements with all
39:55 these signatories I just they they just
39:58 ring Hollow for me
39:59 why would Bing have chat GPT built into
40:02 it because
40:04 okay this is cool that's a great
40:06 question
40:08 so
40:10 when Chachi PT came out Google had 92 or
40:14 94 of the search market share like
40:17 effectively a monopoly bing.com head
40:22 two percent maybe four percent but I
40:24 think it was closer to two
40:27 um
40:28 and and Google controlled everything
40:30 Bing could absolutely not compete with
40:35 um in the search game um even though
40:37 they had you know Bing built into the
40:39 operating system and built into their
40:41 browsers and all that they still had
40:43 this minuscule market share and they
40:45 couldn't they couldn't change it whether
40:47 Bing wasn't as good or not whatever it
40:49 was Google effectively had the Monopoly
40:52 so they see this technology and and they
40:56 they uh sign up with open Ai and they
40:59 spend like a year year and a half
41:02 um
41:06 working in conjunction with them to
41:08 develop the technology to develop the
41:10 models and as they got good enough what
41:12 they realized was they have something
41:14 that it potentially makes search
41:17 obsolete right because so if you go to
41:19 Google and you type in
41:21 um
41:21 you know find me these things what do
41:24 you get back you get back 40 links 36 of
41:26 which have been paid for and then it's
41:29 up to you as a human being to go to all
41:31 those links and every time you click
41:32 Google's putting money in their pocket
41:34 right advertisers are paying for that so
41:36 you're clicking and most of the like
41:38 it's gotten so bad because they had a
41:40 monopoly and didn't really have
41:41 competition they just did it however the
41:43 hell they wanted so the value of their
41:45 search kind of went down as all these
41:48 you know paid things and SEO optimized
41:50 [ __ ] sites you know sort of clogged
41:52 your search results
41:54 so Along Comes chat GPT where you ask it
41:56 a question it just goes here's the
41:57 answer no [ __ ] you know no anything
42:00 just here's the answer
42:02 um
42:03 and and and
42:05 so so they they they spent a year sort
42:08 of figuring out a strategy to do this
42:10 and then in October November of 2022
42:16 they announced that or they're about to
42:18 announce that they they invested a
42:19 billion dollars into open AI Sam Altman
42:22 says to his Tech Team go make chat GPT
42:25 interesting story behind that but
42:27 basically they built chat GPT in two
42:29 weeks
42:30 two weeks it's a very simple product
42:33 it's getting more complicated now or
42:34 more sophisticated now but they launched
42:37 it in two weeks and all of a sudden
42:40 Microsoft was seen as an innovator and
42:44 they were seen as a direct competitor an
42:46 existential threat to Google Google put
42:48 up what was called a red alert
42:51 um because what Google realized because
42:52 they invented the core technology that
42:54 sits under underneath chat gbt they
42:57 recognized that these large language
42:59 models if they ever got out in the world
43:01 we're gonna be a direct competitor to
43:04 their to their business model and that's
43:06 what's going on right now so
43:09 Bing has chat GPT in it because
43:13 um Microsoft is making a massive bet
43:16 they're rolling it into Office 365
43:18 they're rolling it into windows 11. it's
43:20 already in GitHub co-pilot it's in it's
43:24 in Azure services so they're cloud
43:26 services it's going to be throughout the
43:29 Microsoft Suite of products and it's
43:30 going to be completely integrated all
43:32 the plugins for for chat GPT are going
43:35 to work across all of Microsoft products
43:36 so so Microsoft right now is acting like
43:39 a scrappy little startup
43:41 kicking The Shins of the big bully on
43:43 the Block which was Google
43:45 so that's what's going on
43:47 what does the programmer think about
43:49 this programmers that are leaning in
43:51 heavy into co-pilot and
43:55 um essentially pair programming with AI
43:58 um are seeing 30 to 40 percent
44:00 productivity increases so I think
44:02 they're liking it
44:04 how can I make money from AI with home
44:06 this I see this question a lot so so one
44:08 thing you should not do is any Tick Tock
44:11 that you see where the tick tocker is
44:12 going like you've got my money
44:18 let me show you how and then they sell
44:21 you a course on how to make money with
44:22 chat gbt here's the deal
44:25 how to make money with chat GPT is is
44:28 essentially identical to how do you make
44:30 money with Photoshop or how do you make
44:31 money with Microsoft Word I don't know
44:33 you find a problem that people have you
44:36 solve that problem and you solve it so
44:38 well that they're willing to pay you for
44:40 it like that's how business works
44:42 these AI tools are just tools they
44:45 happen to be some of the most powerful
44:47 tools Humanity has ever seen so like
44:50 they are remarkable tools and they can
44:52 completely amplify and allow you to do
44:55 things where you might not otherwise
44:56 have competence like me for example I'm
44:59 not a good illustrator I've got a good
45:02 design eye but I'm not a good
45:03 illustrator right well now with
45:05 mid-journey I can create I can have an
45:07 uh you know like a flash of an idea oh
45:10 wouldn't it be cool if I had an image
45:11 that did this and I had words that did
45:13 this
45:13 I can now execute that at a world-class
45:16 level in like 15 minutes where before I
45:20 probably wouldn't even pursue it
45:22 so what I would say is I would kick it
45:24 back on you to say how you can make
45:26 money with AI is you start with what you
45:28 know and what you're good at and I
45:31 identify some problem in the world and
45:32 then go learn Ai and see how AI can help
45:35 you do something better faster or
45:38 cheaper or all three
45:40 in that area that you know and then go
45:43 put it out in the world you know it
45:45 could be a workshop it could be a
45:46 print-on-demand company it could be it
45:48 could be lots of things it doesn't
45:50 matter someone was I did a live earlier
45:52 today and they said I feel guilty of
45:54 making these patterns in in um whatever
45:57 stable diffusion or something like that
45:59 and I'm selling them on Etsy and I feel
46:00 bad and I'm like oh well that why feel
46:03 bad about that like if you're creating
46:05 beautiful things and you can put them in
46:08 a form that you put them up on Etsy and
46:10 people get joy out of them you win you
46:13 just happen to use a tool that you know
46:15 makes those patterns faster than you
46:18 could have traditionally but that's
46:20 there for everyone so that's how you do
46:22 it I'm not here to say bad things it was
46:25 only a question I don't know what
46:27 question you asked what this programmer
46:30 think about this
46:33 I don't know if I if I offended you I
46:35 didn't mean to offend you
46:38 do you see the Time Magazine cover yes I
46:42 did let's see woof woof champ me Jerry
46:45 pup
46:46 I will use my dad's computer do you I do
46:49 not know what you're talking about do
46:51 you have YouTube my developer friend is
46:54 in India and Tick Tock is banned there I
46:57 do not so sorry I should the problem is
47:01 like so for a while I was
47:04 I was putting some of my I've got a an
47:06 art project called Kyle Shannon dreams
47:08 on tick tock
47:10 and I was putting those videos over on
47:12 Instagram and then I was like oh I
47:13 should put it on YouTube too the problem
47:15 is it's just like with all these
47:17 platforms here here's what we need ah
47:18 here's how to make money
47:21 here's a way to make money but chat yeah
47:24 um
47:25 build an AI powered tool
47:28 that I can just point it at my Tick Tock
47:32 Channel
47:33 and it will automatically strip out all
47:35 the tick tock branding
47:37 repurpose it for tick tock Instagram
47:40 Snapchat wherever the [ __ ] it needs to
47:43 live and it'll just put it there and
47:44 it'll do all the seoing and they'll do
47:46 all the and just have it do it I'll pay
47:50 20 bucks a month for that I'd pay
47:52 probably 40 bucks a month for that
47:54 probably not that but whatever you get
47:56 my idea
47:57 um there's a business to build
48:00 um what is this called This is called uh
48:03 AI learning lab that's this channel I
48:05 don't know what this is so if you
48:07 because I'm kind of behind on the on the
48:09 comments I'm trying to hit them all
48:12 um if you say things like what is this
48:14 called I if I don't know what it is then
48:17 I can't answer it so
48:19 um write things more explicitly chatgpt
48:22 supports plugins now yeah check this out
48:23 at GPT plus so if you pay and
48:27 boom
48:29 okay so it is now thinking
48:32 and you'll see here boom it pops open
48:35 that plug-in and so it says using ask
48:37 your PDF and I can actually open this
48:39 and see what it's doing so it basically
48:41 took my URL sent it to that service
48:45 um it then wrote a summary
48:47 and then it said based on the summary of
48:49 the paper here's a sonnet that describes
48:51 the the main Concepts in Realms of
48:54 language sequence is key Trend
48:57 transduction tasks a challenge to be met
49:00 complex models ruled as far as we could
49:02 see with encoders decoders in a duet
49:06 right so it's talking about encoders and
49:08 decoders dancing recurrent convolutional
49:11 networks held the throne blah blah and
49:13 say okay
49:15 um I don't like that
49:18 um can you just give give me 10 bullet
49:25 bullet points
49:29 that reveal
49:32 the main
49:34 Concepts and why they are important
49:40 and so now it's going to go ask it again
49:43 because before it just gave me a short
49:45 little summary so it's probably now
49:47 doing something like getting
49:49 the important Concepts let's go look and
49:51 see what it did
49:53 yeah it's giving me back a bunch of a
49:55 bunch of different things so so it it
49:57 asked the the uh
50:00 the model that that tools something
50:03 different so here the 10 main concepts
50:06 of the paper sequence modeling and
50:07 transduction recurrent and convolutional
50:10 neural networks attention mechanisms the
50:13 Transformer model this is the big thing
50:15 about that paper
50:17 parallelization okay now this is still
50:19 like decently technical like these are
50:21 big words these are multi
50:24 syllabic words right so I'm going to say
50:26 can you rewrite the
50:31 10
50:33 points
50:34 as if I were a fifth grader
50:41 and I misspelled fifth grader which is
50:43 appropriate
50:44 sure here are the main Concepts for a
50:47 fifth grader so it still gives me the
50:49 same things but it makes the
50:50 descriptions much more simple so that's
50:52 how that's how plugins work
50:54 um and and there's all sorts of cool
50:56 ones in there I did a I did one let me
50:59 see
51:01 okay I did one here
51:04 this is pretty slick
51:06 so so this site called archive where all
51:08 these white papers are
51:10 um I wrote this prompt so so there's a
51:13 there's a plug-in called X papers and
51:16 what x papers does is it can go read all
51:20 of the white paper archives right the
51:22 the archive.org it can go see what's in
51:25 there that's what the plugin does so I
51:28 wrote a prompt that said create a table
51:30 with the name of the paper
51:33 um from this week so I said go find
51:35 machine learning and AI papers from this
51:38 week
51:38 and
51:40 um create a table that links to the
51:43 paper with the title gives a description
51:46 and then classifies it what do I put I
51:48 put classifies it
51:50 of interesting on the low end to break
51:54 through on the high end come up with
51:56 appropriate words in between those two I
51:58 didn't give it any more descriptions
52:00 than that and it created this table and
52:03 so here's the papers that were published
52:05 this week on machine learning and and
52:08 you know this one is interesting this
52:09 one's worth a look so it came up with
52:11 work worth a look on its own this one's
52:13 exciting it came up with exciting on its
52:16 own
52:17 um the very last one here I noticed is
52:18 breakthrough so this one this one is the
52:20 biggest breakthrough of the bunch the
52:22 bottom one here
52:23 um so so that's what a plug-in does this
52:26 plug-in has a very specific use and by
52:29 activating that for this prompt it can
52:32 do this very specific thing so pretty
52:34 pretty slick stuff
52:40 [Music]
52:42 all right let me flip over like that
52:48 I do have plus didn't know that cool
52:51 yeah go play with this the plug-ins they
52:54 they're there here's the deal about all
52:55 this technology right now it's all super
52:57 raw and wonky and and shitty um just so
53:00 just know it's kind of shitty
53:04 um can I ask chat GPD to teach me how to
53:06 create a thing just like it but for my
53:09 own use yes you can and it will even
53:11 help you code so so depending on how you
53:15 want to build it tell it to help you
53:18 um to have it teach you how to code it
53:20 and where to host it and all that sort
53:22 of stuff and especially if you're using
53:24 either bing.com or chat CPT with
53:28 connection to the internet through Bing
53:30 um
53:32 you'll be able to get like the latest
53:34 documentation of whatever code you're
53:36 trying to run and it can read the
53:38 documentation for you and create a
53:40 tutorial for you on how to install it
53:41 it's a full moon that's why I'm so crazy
53:44 it's definitely not me it's definitely
53:47 not me I'm not crazy
53:55 [Music]
53:57 buy a curse word have a nice day
53:59 oh buy a curse word oh I offended
54:01 someone sorry I swear
54:03 what are you gonna do
54:05 I'm from Gen X who are little Rebels
54:07 we're Rebels
54:09 and I dropped the occasional F-bomb
54:11 because I don't give two shits about it
54:13 it's just language I don't know who
54:15 decided this word is good and this word
54:17 is bad and why was this word bad 20
54:20 years ago but now it's fine but this
54:22 word was fine 20 years ago but now it's
54:24 bad because it's all arbitrary [ __ ]
54:27 that we're just making up because we're
54:29 divisive human beings and we're living
54:31 in the divisive time and that's the way
54:33 it acts what's the best AI site well I
54:36 think these are kind of foundational AI
54:39 sites for chat GPT so the top one
54:43 chat.openai.com is the official chat gbt
54:45 site bing.com is free gpt4 connected to
54:50 the internet and po.com gives you access
54:53 to GPT three and four three point five
54:55 and four
54:56 their own chat chat engine and then
54:59 anthropics Claude
55:02 models which are all um quite powerful
55:05 as well
55:06 so you get to play with multiple models
55:08 so that's why I have these here I think
55:10 that's where you should start and then
55:11 these things at the bottom prompts.chat
55:13 teaches you how to prompt or it's at
55:15 least a beginning and then
55:17 futurepedia.io is just like a a crap ton
55:19 of tools AI tools that you can go play
55:22 with I'm grateful for your knowledge
55:23 thank you Jennifer I appreciate that I
55:25 read about that bridge for that guy
55:27 walking it's amazing yeah the the
55:28 Bluetooth bridge between his brain and
55:30 they basically skipped a section of his
55:32 spine where he's got the spinal injury
55:34 and put electrodes in his spine
55:37 um down below and then
55:38 they had they did an fmri and had him
55:42 think about moving his legs so they
55:44 imaged a part of his brain that
55:48 um was activated when he was thinking
55:50 about moving his legs
55:51 and then it learned it and they
55:54 basically sent that signal into his into
55:57 his spine that was connected to his legs
55:59 and he's walking now it's staggering and
56:03 it here's the thing about all this
56:06 generative AI stuff because it's so
56:08 capable of analyzing almost any any data
56:11 set and kind of learning it and getting
56:13 trained on it and then can analyze it
56:15 and do all this other [ __ ] with it
56:18 um we're going to be solving
56:21 you know decades or centuries old
56:24 problems that have been insolvable and
56:26 we're going to be solving them one after
56:28 another and it's going to be
56:29 accelerating
56:31 um
56:32 do I believe AI will eat software jobs
56:34 absolutely and then it will create a
56:37 bunch more software jobs
56:40 it's going to eat the way we used to do
56:43 things and it's going to completely
56:45 transform and reinvent how we do things
56:47 in the future I think
56:50 um Engineers that can build [ __ ] are
56:53 always going to be in demand but if
56:55 those Engineers say I only do C sharp
56:57 programming and I I only hand code it
57:00 because that's the way you should do it
57:01 they're going to get their asses handed
57:03 to them by some 19 year old that comes
57:05 along and and can functionally program
57:09 in 17 different languages
57:12 even if he doesn't have the experience
57:14 he's going to be able to run circles
57:16 around that engineer that's resisting
57:17 the change now if that 35-year
57:20 experience c-sharp programmer says [ __ ]
57:23 it I'm going to learn AI I'm going to
57:25 start using copilot and GitHub and I'm
57:27 going to get way more efficient with my
57:29 35 years of experience
57:32 they're gonna become a superstar right
57:35 so so I think the opportunity here is
57:38 [ __ ] massive massive
57:41 um but everything's gonna be different
57:43 so it is going to be painful
57:45 and it's going to be painful for almost
57:47 everyone like I don't think anyone is
57:49 exempt I sent you a LinkedIn request
57:51 cool like the Articles you've been
57:52 sharing there thank you very much
57:55 I will
57:56 um
57:57 connect with you
58:00 your personality reminds me of Donald
58:02 Trump oh [ __ ]
58:04 Jesus
58:06 oh
58:15 that wasn't what I was going for you
58:18 know being called fat Alec Baldwin and
58:20 Rosie O'Donnell was bad enough but
58:23 my personality reminds me of Donald
58:25 Trump I'm sorry I'll change my
58:27 personality I promise
58:29 what do I think a developer should be
58:31 focused on as AI comes to play
58:34 um
58:35 learn about what it makes possible like
58:37 like if I were a developer right now if
58:39 I were an engineer I'd be I'd be
58:42 participating in all these open uh open
58:45 source llm projects the open source
58:47 large language models things like Auto
58:50 GPT things like
58:53 um baby AGI Lang chain
58:57 um the the the
58:59 alpaca 7B like all the open source
59:02 things I mean I would I would be just
59:05 jumping into
59:07 um into that I'd also be learning about
59:10 um prompt engineering and and
59:13 because programmers think so logically
59:16 and think in like Lego blocks you can do
59:18 that with natural language now and and
59:21 get a whole bunch of stuff out of these
59:22 tools
59:25 um
59:26 think someone just walked in or we have
59:28 a ghost all right so that's what I'd be
59:31 focusing on I'm a product manager and
59:34 it's excellent to help proofread my docs
59:36 yeah it's really good for
59:38 um proofreading stuff analyzing stuff
59:41 rewriting stuff like I I've been doing
59:44 things like I'll take really long
59:46 documents where someone will say hey can
59:48 you whip up a little write-up on this or
59:49 that and I'm like oh I've got that long
59:51 document but I don't feel like turning
59:53 it into two paragraphs it's going to
59:54 take me an hour and I get all whiny and
59:57 [ __ ] and then I'm like oh yeah let me
59:59 just pop that and chat GPT
1:00:02 give me two short little paragraphs oh
1:00:05 those suck can you make them more
1:00:06 conversational boom they're perfect copy
1:00:08 paste done
1:00:10 so I do that all the time so
1:00:13 you know how do you make money with chat
1:00:14 jpt you figure out how to use it to
1:00:17 accelerate the [ __ ] you do in your job
1:00:19 it can help you do your job faster or
1:00:21 better or more quickly all of those are
1:00:25 good things
1:00:26 um and if you can get
1:00:28 competent
1:00:30 at doing what you do faster better or
1:00:33 cheaper or all three of those you'll
1:00:35 work
1:00:36 if you resist it you're gonna have
1:00:37 you're gonna run into it well a brick
1:00:40 wall is going to run into you
1:00:43 um they were all saying wait sorry
1:00:44 what'd they say they're all saying
1:00:46 saying Doom and Gloom when the computer
1:00:48 first came out too yeah
1:00:50 um university professors
1:00:52 picketed universities when the
1:00:54 calculator came out you can't use a
1:00:57 calculator at a university
1:00:59 how are people going to learn math
1:01:07 AI to capture feelings and emotions I
1:01:10 you know these AI things
1:01:12 they do not feel and they do not have
1:01:14 empathy but they interact with a lot
1:01:18 more empathy than humans do a lot of the
1:01:20 times
1:01:21 um they just did a test like two weeks
1:01:23 ago where they had patients interact
1:01:26 with AI doctors like chat GPT doctors
1:01:29 and real doctors and the patient's
1:01:31 overwhelmingly
1:01:34 um rated the chat GPT doctors higher in
1:01:37 both competence and empathy
1:01:41 so I think that um
1:01:44 chat GPT as an augmentation to a real
1:01:47 doctor are going to be really
1:01:48 interesting like it might dramatically
1:01:51 increase quality of patient engagement
1:01:54 um and and free the doctor up to do
1:01:56 better doctoring and and not so much
1:01:59 paperwork I'm using AI to upgrade my
1:02:01 skills more power to you that's why this
1:02:03 channel is here
1:02:04 thank you everyone for being here if you
1:02:07 like this feel free to share this live I
1:02:09 don't know how you share these but if
1:02:10 you can share it share it if you think
1:02:12 this is of value and uh I appreciate the
1:02:15 the Taps the tappy tappy heart things I
1:02:18 don't know what those are called I don't
1:02:20 I have never read manuals so I do not
1:02:23 how to know how to really do a live so
1:02:25 I'm probably doing this all wrong but I
1:02:26 appreciate you all being here I really
1:02:29 do I have fun doing this so
1:02:31 ah new careers AI will do everything uh
1:02:34 no it won't it's going to do a lot but
1:02:37 but again I think Microsoft's branding
1:02:40 on this is right they're they're calling
1:02:42 their AI augmentation tools co-pilot
1:02:45 you still decide what you want to write
1:02:48 in Microsoft Word you might have
1:02:50 co-pilot do the bulk of the work but
1:02:52 it's still up to you to curate it refine
1:02:55 it edit it choose to publish it or not
1:02:58 you know choose to put it in an email or
1:03:00 not
1:03:01 so
1:03:03 the intentionality so if you think
1:03:06 Google was good at getting you
1:03:08 information right you did a Google
1:03:09 Search and you got information but then
1:03:11 it was up to you to go look through all
1:03:13 that information and figure out how to
1:03:14 learn it enough to get knowledge
1:03:16 generative AI gives us instant knowledge
1:03:19 right so I can instantly get the answer
1:03:22 or I can get you know a a competent
1:03:24 programmer at my fingertips instantly
1:03:28 above that is wisdom right above that is
1:03:31 the human contribution piece above that
1:03:33 is critical thinking and reasoning and
1:03:36 taste and and things like that so so I
1:03:39 think what happens is
1:03:41 the AI stuff automates some of the lower
1:03:44 level shitty work that was down here
1:03:46 automate some of this stuff out so
1:03:48 there's going to be massive disruption
1:03:49 down here there's going to be a fair
1:03:51 amount of disruption here there's going
1:03:53 to be less disruption up here but the
1:03:56 people up here if they don't know how to
1:03:58 use these tools they're gonna they're
1:04:00 not gonna have a job
1:04:01 so I think there will absolutely be new
1:04:04 careers there there will be jobs that we
1:04:06 can't even imagine what they are right
1:04:07 now that that are generated out of out
1:04:10 of whole cloth so again I you know I
1:04:15 I understand why people are going to the
1:04:17 dark dystopian place
1:04:20 um but I think there's a very very real
1:04:23 possibility that things actually get
1:04:24 better
1:04:25 and that's the future that I'm trying to
1:04:27 lean into that's why this channel exists
1:04:31 um whenever a new career AI will take it
1:04:33 over disagree JK sorry
1:04:35 the plugins are a paid feature yes but
1:04:39 um Microsoft announced this past week
1:04:41 that
1:04:43 um all of the Microsoft co-pilot stuff
1:04:46 is going to support the open AI plug-in
1:04:49 architecture so all the plugins that you
1:04:51 have to pay for right now to get access
1:04:53 to they're just going to be available
1:04:54 within
1:04:56 um within all the Microsoft products so
1:04:59 so all this stuff will be there I think
1:05:00 what's going to end up happening is this
1:05:02 there'll be some core level of
1:05:04 functionality that's just rolled into
1:05:05 every tool that we've got so so chat GPT
1:05:08 like functionality is just going to be
1:05:10 everywhere
1:05:11 most of the plugins will be free and
1:05:14 then there will be some plugins that are
1:05:15 actually tying into proprietary data
1:05:18 sets or things like that that you'll pay
1:05:19 for that's that's my instinct it's how
1:05:21 that'll play out
1:05:22 what's my favorite chat GPT plugin oh
1:05:25 [ __ ] Tick Tock just moved my things
1:05:29 uh 80 to Z Plus gen Z exclamation point
1:05:33 I'm ADHD plus Gen X so more power to you
1:05:37 but yeah sadh deers got to stick
1:05:39 together
1:05:40 um generative AI is like crack for ADHD
1:05:43 it's it there's so much there that it's
1:05:46 like it's overwhelming even for me and
1:05:48 like I I sort of get off on you know
1:05:51 give me like multiple inputs and I'll
1:05:53 figure out how to synthesize them really
1:05:54 quickly and there's just too many inputs
1:05:56 right now it's absolutely overwhelming
1:05:58 so if if if you are digging into this
1:06:02 and you're feeling like I'm completely
1:06:04 overwhelmed I can't keep up with it
1:06:06 what's happening I feel that way too so
1:06:11 foreign
1:06:11 actually the the way I've kind of dealt
1:06:14 with that is I'm paying attention less
1:06:16 to all the little noise that because
1:06:18 there's just so much [ __ ] coming and and
1:06:21 like why I have these things on screen
1:06:22 is like I just focus on those top three
1:06:24 plus the image generation tools Like I
1:06:26 Do I Do mid Journey or stable diffusion
1:06:28 in those three and just start with that
1:06:31 and then if you want to get really fancy
1:06:33 teach yourself zapier which is a no code
1:06:35 automation tool where you can make
1:06:37 things like content generation engines
1:06:40 like I've made a bunch of those where I
1:06:41 create a Google form where someone puts
1:06:44 information in a form it sends those
1:06:46 prompts with that data off to open Ai
1:06:49 and generates a bunch of content and
1:06:52 that's all an automation with zapier
1:06:53 those are pretty fun they're easy to
1:06:55 make they're super cool
1:06:57 um
1:06:59 and then if you want to get really geeky
1:07:00 then you learn things like
1:07:03 um oh someone is a fan of mine and
1:07:05 storybine I appreciate that flip that's
1:07:07 really cool
1:07:09 um
1:07:10 yeah the zapier things are super cool
1:07:17 why is it see why is it that I see all
1:07:21 these AI experts don't talk about
1:07:23 variables variables are great I use
1:07:24 variables all the time so when I'm doing
1:07:26 my automations I'm pulling in variables
1:07:29 from
1:07:30 um the Google forms and then I write a
1:07:32 prompt that's got my variables included
1:07:34 in it so I appreciate you assuming that
1:07:38 I'm an idiot
1:07:39 um just because I'm an idiot doesn't
1:07:41 mean you should assume I'm an idiot
1:07:43 variables are awesome
1:07:46 I don't why is it that people that like
1:07:48 variables assume that other people don't
1:07:50 understand what variables are huh answer
1:07:52 me that
1:07:53 [Laughter]
1:07:55 I'm Petty I'm bitter
1:07:58 but I'm funny am I funny well I'm funny
1:08:00 in my own mind
1:08:02 looks aren't everything
1:08:04 that was a dad joke but I'm a dad so I'm
1:08:07 exempt
1:08:11 sorry I lost my place in the in the
1:08:14 questions okay I found I'm back
1:08:17 all right AI is a tool yes that's
1:08:20 actually as I don't know what you meant
1:08:22 by that but
1:08:24 um
1:08:27 a lot of the commentary that you see on
1:08:30 social media of the robots are going to
1:08:32 destroy us and AI is going to do this
1:08:34 and AI stole my [ __ ]
1:08:36 alien's just a tool AI is a tool that
1:08:39 human beings are using now there's going
1:08:42 to be fancy versions of AI where it does
1:08:44 its own [ __ ] but it's still going to be
1:08:46 initiated by humans
1:08:48 um
1:08:49 if you think of it more like a co-pilot
1:08:52 where you're the pilot and this is your
1:08:54 assistant
1:08:55 so imagine chat gbt is like
1:08:58 the smartest assistant in the history of
1:09:01 mankind and you get to play with it
1:09:03 that's what it's like but it's a tool
1:09:05 you're in charge not the robot
1:09:08 the most noticeable one is the AI
1:09:10 overseer I don't know what that means
1:09:11 you're great thank you thank you I
1:09:12 appreciate that
1:09:14 um I also I.T engineer
1:09:17 how to get an AI job wait I also I.T
1:09:20 engineer if you're if you're into it so
1:09:23 I I think I think
1:09:25 a parallel career path to it is going to
1:09:28 be AI operations so figuring out which
1:09:31 tools
1:09:33 um
1:09:34 figuring out
1:09:36 um how to embed
1:09:38 private company data sets and do
1:09:41 security and like there's a there's a
1:09:44 whole world of AI operations as
1:09:47 companies want to use these more and
1:09:49 more advanced tools things are moving so
1:09:51 fast that it's gonna need to be
1:09:53 someone's job to figure that out for
1:09:55 individual companies so I think that
1:09:57 could be a nice transition from an I.T
1:09:59 engineer the Young Generation is getting
1:10:01 dumber with AI do you agree I do not
1:10:04 I think so here's here's been my
1:10:07 experience and you know when I first
1:10:09 started doing this and I started the AI
1:10:11 Salon people were like oh you know these
1:10:13 things make these images and is it isn't
1:10:14 that going to make you less creative
1:10:17 I'm finding that it makes me more
1:10:18 creative I've been more creatively
1:10:20 engaged and Alive than I've been in the
1:10:22 past decade because of AI so what what
1:10:26 these AI tools do is they kind of
1:10:28 amplify
1:10:30 the ideas that I already have so I have
1:10:33 an idea
1:10:34 I put it in this tool and rather than
1:10:36 having to spend 40 minutes downloading
1:10:38 some app and then realizing that I'm
1:10:41 actually shitty at illustration and and
1:10:42 like running down a rabbit hole of
1:10:44 trying to figure [ __ ] out now I have an
1:10:47 idea I pop into Chachi PT or into mid
1:10:50 journey and bang that idea is realized
1:10:52 Within
1:10:53 10 minutes 5 minutes 20 minutes half an
1:10:56 hour
1:10:57 and then that gives me 10 more ideas and
1:11:00 so I think it's actually quite the
1:11:02 opposite I think when you actually start
1:11:04 engaging with these tools again
1:11:07 AI isn't happening at us we are using AI
1:11:12 as a tool to amplify what we want to do
1:11:15 and so I think that you know the gen's
1:11:18 ears that jump on this
1:11:22 um and and kind of use this
1:11:24 as a core part of what they do are gonna
1:11:27 be [ __ ] rock stars because they're
1:11:29 going to think of ways of using it that
1:11:31 us old farts never would have but we
1:11:33 have an advantage too which is we can
1:11:35 look at the output of these tools and go
1:11:36 oh that's shitty that's brilliant let me
1:11:39 take the brilliant thing and run with it
1:11:41 so I think
1:11:42 um I think we're in kind of Revenge of
1:11:45 the liberal arts major and and I think
1:11:49 um you know older folk you know older
1:11:52 folk with life experience that learn AI
1:11:55 are going to be in tremendous demand
1:11:57 because you need people with good
1:11:59 critical thinking skills and good
1:12:01 curation skills and good worldview
1:12:03 skills so that they can parse what's
1:12:07 good and bad about the [ __ ] that's
1:12:09 coming out of these machines hello I'm
1:12:11 your friend thank you very much I I
1:12:14 appreciate the kind words the
1:12:16 despicables are taking over
1:12:18 what about Ai and crypto where do you
1:12:20 think it will go so I think that um I
1:12:23 think that AI is going to absolutely
1:12:24 Drive blockchain adoption and
1:12:27 tokenization Technology
1:12:30 and probably crypto and nft
1:12:33 um
1:12:35 but so so I think the the challenge with
1:12:38 crypto
1:12:40 is that
1:12:43 as as a as a sector it led with
1:12:46 technology it said here's a solution
1:12:49 um and it sort of surmised the problem
1:12:51 but it didn't it didn't really solve a
1:12:54 problem it solved the problem that
1:12:56 crypto people will tell you is there but
1:12:58 isn't really there
1:13:01 um
1:13:02 I think the 2024 election here in the
1:13:04 United States is going to be so
1:13:09 insane with very sophisticated
1:13:11 disinformation because of AI that I
1:13:14 think on the tail end of that there's
1:13:16 going to be
1:13:18 um a clamoring for verification of
1:13:22 authentic content right is this video a
1:13:25 real person can we verify that that's
1:13:27 perfect for tokenization that's perfect
1:13:29 for blockchain technology
1:13:31 um so I could see there being
1:13:33 infrastructures built on top of
1:13:35 blockchain where I produce a video with
1:13:38 my storyvine platform
1:13:40 and that gets turned into an nft that is
1:13:43 verified human right check this is a
1:13:46 human being and this has not gone
1:13:47 through any edits and if anything you
1:13:50 know changes about that file you know it
1:13:53 will no longer be validated on on the
1:13:55 blockchain so I think that AI has a real
1:13:58 shot of driving web 3 adoption as an
1:14:02 actual solution to very real problems
1:14:04 that are going to show up great question
1:14:07 what is angular mostly used for I don't
1:14:09 know it's a it's a development framework
1:14:12 I know our developers have used it
1:14:15 um I don't know if generative AI gets so
1:14:18 smart why don't we just ask it to govern
1:14:20 itself in fact so you should go check
1:14:23 out
1:14:24 there's a company called anthropic and
1:14:27 they've got a a chat GPT competitor
1:14:29 called Claude they're a bunch of X open
1:14:32 AI employees that started it
1:14:34 and they started
1:14:36 um anthropic
1:14:38 um
1:14:39 to pursue what they're calling a
1:14:41 constitutional learning model so right
1:14:43 now with with open AI with chat GPT it's
1:14:46 human reinforcement learning so there's
1:14:47 there's a bunch of ways they train these
1:14:49 models and then the final step is humans
1:14:52 go in there and they look at the answers
1:14:54 that these large language models come up
1:14:56 with and they go that was good that was
1:14:58 bad here's how it would make it better
1:14:59 and human beings sort of train it to
1:15:03 know what's good and bad and then it
1:15:05 very very quickly gets good it like the
1:15:07 quality goes up quite dramatically after
1:15:09 a very short amount of interactions
1:15:12 the challenge with that is it's not
1:15:14 scalable it's expensive it's slow and
1:15:17 human beings have bias in them right so
1:15:19 every human being has their own biases
1:15:22 good better and different right bias is
1:15:24 not a bad thing it just means here's my
1:15:25 belief system right and so every human
1:15:27 being's got one and chatgpt's gotten
1:15:30 some crap because you know it was in San
1:15:32 Francisco and they're like it's got bias
1:15:33 whatever
1:15:35 um what anthropic's doing is they're
1:15:36 doing this thing called the
1:15:37 Constitutional learning model which is
1:15:39 the Constitution is here's a set of
1:15:41 rules that our model is going to follow
1:15:43 and it's you know first we're not going
1:15:45 to extinguish humans and then we're
1:15:46 going to try to increase prosperity and
1:15:49 reduce pain and suffering and and
1:15:51 whatever it be so they come up with
1:15:54 these rules and then when the system
1:15:55 generates an answer it actually Compares
1:15:58 that answer to the Constitution and if
1:16:00 it says hey you're violating one of the
1:16:02 rules of the Constitution go back and
1:16:04 rewrite it so it will iterate on the
1:16:06 answer until it fulfills the mission of
1:16:08 that Constitution so anthropic is a
1:16:11 company that is developing a system
1:16:13 where it will govern government itself
1:16:15 and I think you're going to see a whole
1:16:17 Suite of companies that this is going to
1:16:18 be a whole sector of companies that
1:16:22 analyze and verify and you know do all
1:16:26 sorts of stuff with the output of these
1:16:28 machines I think it's going to be a
1:16:29 whole sector in and of itself so it's a
1:16:31 good question
1:16:34 a lot of people aren't checking their
1:16:36 info I agree I've seen those and there's
1:16:40 outdated data in the books yeah there
1:16:42 was a lawyer a lawyer
1:16:45 this week
1:16:47 um
1:16:50 wrote a legal brief [ __ ] idiot he
1:16:53 wrote a legal brief with chat GPT and
1:16:56 gave it to the judge and the judge read
1:16:59 the legal brief and then the judge went
1:17:00 and looked at the citations for the case
1:17:02 law that to support the argument and it
1:17:05 was all made up [ __ ] like there was no
1:17:07 case law behind it it was all just
1:17:09 [ __ ] that GPT put in there and the
1:17:12 lawyer didn't fact check it the lawyer
1:17:14 didn't fact check it so is that chat
1:17:16 gpt's fault no it's a stupid idiot
1:17:18 lawyer
1:17:20 so yeah
1:17:22 you got to understand the tools you're
1:17:24 working with and and chatgpt will lie to
1:17:26 you
1:17:29 okay for that picture one I tried
1:17:32 getting a cat
1:17:34 train like to Toro but it never gave me
1:17:38 a good one yeah so
1:17:40 um
1:17:41 bing.com they're using open AIS
1:17:45 um Dolly image engine which I think is
1:17:48 just bad if you want to use a good one
1:17:52 um mid-journey so so the here's the
1:17:55 problem with mid-journey is
1:17:57 you you actually do it from within
1:18:01 um Discord so so you you need to join
1:18:04 the mid-journey Discord server
1:18:07 um this is the AI Salon but we've got a
1:18:09 mid-journey bot in here but let me
1:18:12 where is mid-journey play so so
1:18:15 here's here's mid-journey and mid
1:18:18 journey is really good like the quality
1:18:20 of mid-journey stuff is is just
1:18:22 staggeringly good so if you say slash
1:18:24 imagine
1:18:29 um and then you put in what did you put
1:18:30 I tried getting a cat train like
1:18:33 tutorial let me see um we had a cat
1:18:37 train like to Toro I don't know what
1:18:40 that means
1:18:42 or let's see I can catching like
1:18:44 tutorial let's I don't know let's see
1:18:46 what that does
1:18:48 let's see if it gives us anything
1:18:49 interesting
1:18:51 I like I don't know I'm actually looking
1:18:53 for here but but mid journey is just
1:18:55 better than
1:18:56 um better than the other stable
1:18:58 diffusion is pretty good mid journey is
1:18:59 the best in my opinion
1:19:02 um and then Dolly is by far the weakest
1:19:04 and that's the one that Bing uses
1:19:07 um Google just announced two weeks ago
1:19:10 that they're using Adobe Firefly as
1:19:12 their image generation tool so I think
1:19:14 it's fascinating that they're not using
1:19:16 their own image generation technology
1:19:19 uh
1:19:21 all right
1:19:23 come on well I'll come back to that
1:19:28 um
1:19:30 I'll just I'll just keep watching it
1:19:32 when it comes up with something we'll
1:19:33 see what it came up with
1:19:35 um we should use chat jbt in beneficial
1:19:37 productive ways to align with our normal
1:19:39 hobbies and interests yeah that's that's
1:19:40 a that that's a great way Cameron to to
1:19:43 use chat GPT is like what are you good
1:19:45 at what are you passionate about and
1:19:47 then how can it support you in that
1:19:50 all right here's so
1:19:54 at what you're looking for
1:19:56 but it's cats on trains
1:19:58 and and the the three of them have a
1:20:02 particular illustration style that's in
1:20:03 the same
1:20:05 neighborhood well no two of them are
1:20:06 kind of illustrations and two of them
1:20:08 are kind of photographic so anyway
1:20:11 um I'm a fan of mid Journey for when it
1:20:14 comes to images imagine
1:20:19 all the people
1:20:24 a world
1:20:31 laughs
1:20:32 all right let's see I'm excited to learn
1:20:36 more cool
1:20:38 stormy
1:20:39 when talking to Bing's AI reminded me of
1:20:42 aim chat Bots I know it's more
1:20:44 sophisticated yeah I know so I agree I
1:20:48 when I think chatbot is the is is the
1:20:52 wrong
1:20:54 I think it's bad branding because chat
1:20:56 Bots for for decades have just [ __ ]
1:20:59 sucked like I had a developer that
1:21:01 worked for me
1:21:02 and he was like ah chat Bots are gonna
1:21:05 be great and he was like AI chat Bots
1:21:07 are gonna be great and they just all
1:21:08 sucked because they were all decision
1:21:10 trees
1:21:11 and
1:21:12 chat CPT is not really a chat bot it it
1:21:15 is you know an incredibly sophisticated
1:21:21 like
1:21:22 concept and reasoning engine knowledge
1:21:24 engine so
1:21:26 um
1:21:29 so so here's the deal
1:21:32 if you interact with
1:21:35 chat GPT like a chat bot it will act
1:21:38 like a chatbot like if you give it
1:21:41 like simple not well thought out answers
1:21:44 or you're just like like write me a poem
1:21:46 it'll write you a poem but if you really
1:21:48 set it up and say
1:21:50 you know you describe a scene and then
1:21:52 you describe you know two lovers in that
1:21:55 scene and then you talk about here's my
1:21:57 favorite poets and and and you give it a
1:22:00 bunch of context and then you say now
1:22:02 write me a poem about this situation it
1:22:06 will write you a dramatically better
1:22:08 poem than if you just say write me a
1:22:10 poem about two lovers sitting by a
1:22:11 stream
1:22:13 because the the way the the system
1:22:16 actually works is there are all these
1:22:20 think of it like a series of canyons
1:22:22 right
1:22:23 and if you're if you're high enough in
1:22:25 the helicopter you can see into all of
1:22:28 the Canyons and and and when you start
1:22:30 with chat GPT it can kind of see all of
1:22:33 the words it knows in all of these
1:22:35 semantic Canyons sort of these these
1:22:37 meaning related canyons and so if you
1:22:40 just say write me a poem it'll learn
1:22:42 it'll look at all of the words and all
1:22:44 of the Canyons and just pull you a poem
1:22:47 out of every so you tend to get generic
1:22:48 kind of manby pamby kind of [ __ ]
1:22:51 but if you say I like Raphael as an
1:22:55 artist and I like Shakespeare and I like
1:22:58 you know Plato and I like you know
1:23:00 whoever like I like all these different
1:23:02 people
1:23:03 it it kind of lowers the helicopter into
1:23:06 a broad Canyon if you get more specific
1:23:08 and give it more context it'll it'll go
1:23:10 into an even smaller Canyon
1:23:13 and then when you ask it to do something
1:23:15 it's pulling from a very specific set of
1:23:17 semantic words and meanings and so you
1:23:21 get
1:23:22 dramatically different and dramatically
1:23:24 better context so I would say take the
1:23:27 time to learn how
1:23:30 sophisticated prompting can dramatically
1:23:32 alter the results you get that will help
1:23:35 Gen X here too I remember how gratifying
1:23:37 it was to type Dirty Words in AOL yeah
1:23:40 it's like it's like swearing on tick
1:23:42 tock not everyone's happy about it but
1:23:44 you can still do it
1:23:45 Tick Tock doesn't care if you swear but
1:23:48 apparently you can't drink water on the
1:23:50 tick tock
1:23:51 and apparently you can't talk about bias
1:23:56 without getting booted all right I feel
1:23:59 like a lot of people's programs that are
1:24:02 AI are just chat GPT with prompts built
1:24:04 in so far yeah full of myself you are
1:24:06 correct most of them are there are some
1:24:08 that are more sophisticated like like
1:24:10 the the uh McKenzie Bose's GPT boss I
1:24:14 mean he'll tell he his channel he talks
1:24:17 about building this tool that he created
1:24:18 and it's a series of props sitting on
1:24:20 top of chat gbt but in his case it's a
1:24:24 whole sophisticated platform of all
1:24:27 these different specialized prompts that
1:24:30 become you know tools that you can use
1:24:33 to run a business
1:24:35 um but a lot of the crap out there are
1:24:37 just what what I call wrapper apps so a
1:24:40 wrapper app is you're wrapping a prompt
1:24:42 around you know just basic chat GPT and
1:24:45 then you're charging people 10 or 15
1:24:46 bucks a month and it's just [ __ ] all
1:24:48 that stuff is going to go away so if you
1:24:51 feel like that's what's happening that's
1:24:52 because that's what's happening
1:24:55 um my hair is just just giving up
1:24:59 for people that are new here I I think
1:25:01 there's some new people here the the
1:25:03 URLs I have on screen the top one there
1:25:06 is the official chat GPT website if you
1:25:08 haven't played with chat GPT I strongly
1:25:10 encourage you to do it bing.com the chat
1:25:13 in bing.com is also chat GPT and then
1:25:16 po.com gives you access to like uh three
1:25:19 different companies models yeah three
1:25:21 different companies models and there's
1:25:22 like five or six of them in there that
1:25:23 you can play with
1:25:25 um so it's really good all right if you
1:25:27 have questions about AI drop them in my
1:25:29 name is Kyle Shannon this is the AI
1:25:31 learning lab uh I'm just a guy learning
1:25:34 about this stuff sharing as much as I
1:25:36 can to kind of demystify it and get
1:25:39 people curious about it and get them
1:25:41 excited about it and that's what I'm
1:25:44 here for there's a tick tock API you can
1:25:47 make that oh cool
1:25:49 oh I can make the oh yeah I could
1:25:51 probably do that with zapier couldn't I
1:25:54 so if there's a if there's a if there's
1:25:57 a tick tock API and it's connected to
1:25:59 zapier because I'm not geeky enough to
1:26:01 actually be able to program with an API
1:26:03 but if it's in zappier I can toss it in
1:26:04 there
1:26:06 um
1:26:07 and then I could build an automation to
1:26:11 say
1:26:12 go here I I assume that there's a an ID
1:26:16 number for this live pull yeah that's
1:26:18 kind of interesting that's cool okay
1:26:20 sorry talking amongst myself here
1:26:24 uh with uh with Quinn thanks Quinn I
1:26:26 will check that out filter based on
1:26:28 negative sentience don't know what that
1:26:31 means yes seriously let's fall even
1:26:33 further behind don't know what you're
1:26:35 doing shout out to I am spot tickets I
1:26:37 am Spartacus I am Spartacus I am
1:26:40 Spartacus oh I am
1:26:44 Spartacus I'm Spartacus I'm Monty Python
1:26:48 we are the knights who say knee
1:26:51 [Laughter]
1:26:55 I think I've had my meds today
1:27:01 can AI send an email to a lab that will
1:27:04 order A protein that can be created to
1:27:06 kill human life uh yes I think we will
1:27:09 see Bad actors do [ __ ] like that
1:27:12 do you seriously think countries will
1:27:14 abide by regulations meant to reign in
1:27:16 AI I think some will and some won't and
1:27:18 I think that
1:27:20 Bad actors are going to do bad [ __ ] with
1:27:22 AI and then good actors are going to
1:27:24 have access to the same tools and if we
1:27:26 can get more countries than not to
1:27:31 act responsibly then hopefully we can
1:27:35 drown out the Bad actors that's another
1:27:36 purpose of this channel is the more
1:27:40 people that understand what these tools
1:27:42 are how to use them
1:27:44 are going to be able to take their
1:27:45 talents and and they will have a
1:27:48 disproportionately positive impact on
1:27:50 the future of AI That's why I'm doing
1:27:52 this
1:27:54 so yes can it get really dark really
1:27:57 fast yes will there be a news headline
1:28:00 probably within the next year that AI
1:28:02 did something [ __ ] horrific because
1:28:04 someone made it do that yes
1:28:07 um does that mean it's going to be the
1:28:08 end of humanity I don't think so
1:28:11 but we all have to participate we all
1:28:13 have to play like I think this is way
1:28:15 more significant than you know if you
1:28:17 want change you should vote
1:28:20 um
1:28:22 with AI
1:28:24 dramatic disruption is coming whether we
1:28:26 want it or not
1:28:28 if you want to not be at the mercy of
1:28:30 that disruption learn AI like that's
1:28:33 where my head is
1:28:35 the problem is the search is stealing
1:28:37 from natural SEO for blogs well so
1:28:40 I agree with that that SEO
1:28:44 and the the entire
1:28:47 search Paradigm the the entire web
1:28:51 paradigm
1:28:53 um I think is about to be disrupted you
1:28:56 know I was thinking so a friend of mine
1:28:58 um is this guy Steve session he's got a
1:29:00 company called zero shoes minimalist
1:29:01 running shoes and he does a lot with SEO
1:29:04 and he does a lot of website
1:29:06 optimization and and it's all about
1:29:08 driving traffic to the website and
1:29:10 driving traffic to these trackable pages
1:29:12 and all that sort of stuff
1:29:15 and
1:29:17 you know he was talking about well you
1:29:18 know how how can AI help Drive traffic
1:29:20 to my site and I'm like well
1:29:23 it might not and and it in fact it might
1:29:26 replace traffic to your website he's
1:29:29 like what do you mean I'm like well
1:29:31 someone's there looking for why does my
1:29:33 knee hurt and and in doing that they
1:29:35 learn about the minimalist running
1:29:37 movement and they learn about what it is
1:29:39 and and they say well you know who are
1:29:42 companies that make that stuff and you
1:29:44 know his company will come up in there
1:29:45 and then
1:29:47 um you know what kind of what kind of
1:29:49 shoes do they have for this kind of
1:29:50 running well they have these kind of
1:29:52 shoes and and then
1:29:55 um
1:29:55 because these things are now connected
1:29:57 to the internet it may just pull in like
1:29:59 here are the models of shoes here's the
1:30:01 prices here's the link to buy it
1:30:03 I might buy it within a chat context
1:30:06 without ever going to the website
1:30:09 um so there's gonna be you know chat
1:30:13 optimization like like how do you end up
1:30:15 in that conversation when someone is
1:30:17 organically sort of trying to figure
1:30:19 something out in their life and they
1:30:21 organically get to I would like to see
1:30:24 what these shoes are all about they
1:30:26 might go to a website but they might not
1:30:27 so how do you end up in that
1:30:29 conversation I think you have to have I
1:30:32 because Google didn't have any
1:30:34 competitors it became this very
1:30:36 monolithic kind of way you structure SEO
1:30:39 and traffic driving and because this is
1:30:42 completely upsetting the apple cart I
1:30:44 think all of that kind of changes so I
1:30:47 don't have a good answer for where it's
1:30:48 going but I don't think SEO survives in
1:30:50 its current state
1:30:52 they've had International symposiums on
1:30:54 Gene editing gentle persons agreement
1:30:57 where the line is yeah I think they're
1:30:58 going to have that too I think I think
1:31:00 because AI is moving so fast they're
1:31:02 gonna have to get their [ __ ] together
1:31:03 pretty quickly
1:31:04 is old Altman dock how to build GPT
1:31:07 still available anywhere I assume that
1:31:11 in the documentation of GPT
1:31:14 three like Da Vinci three like I would
1:31:16 say just go to go to so if you want to
1:31:18 go to the
1:31:20 the dev part of of chat gbt
1:31:25 go to
1:31:29 platform dot openai.com playground
1:31:37 and then go to documentation
1:31:40 and so here's all the documentation so
1:31:44 can you search the documentation I don't
1:31:46 think so
1:31:47 models tutorials
1:31:51 it's probably still in here I would be
1:31:54 surprised if it wasn't
1:31:56 um what what he's asking about is so in
1:31:58 the documentation of gpt3 were the
1:32:02 instructions for how to build chat GPT
1:32:05 um and Sam Altman assumed for years that
1:32:08 someone would build it and no one built
1:32:09 it so he had his engineers build it in
1:32:12 two weeks and then it went to 100
1:32:13 million users in six weeks fastest
1:32:16 adoption of software in history
1:32:20 um
1:32:22 okay
1:32:26 mastering the prompts like a consultant
1:32:28 you're talking to each other you're
1:32:30 talking to each other what are the
1:32:31 chances AI can decide
1:32:33 it's bad for BlackRock to be rich and
1:32:37 redistribute their wealth hmm
1:32:39 I don't know that's kind of interesting
1:32:41 I mean
1:32:43 like where the boundaries are of what we
1:32:46 allow these tools to touch and do
1:32:49 um it's gonna be really interesting
1:32:52 you know if AI could figure out how to
1:32:54 do that in a way that BlackRock would
1:32:56 support it like that might be kind of
1:32:58 interesting uh if it does it just as an
1:33:01 end around to [ __ ] with the company
1:33:04 um because some hacker wants to take
1:33:06 BlackRock down that's where things get
1:33:08 weird and and you know like we start to
1:33:10 see all sorts of see all sorts of weird
1:33:12 corporate Espionage Wars going on I mean
1:33:16 that might start happening but I don't
1:33:17 know I don't have a good answer for you
1:33:19 but it's a really interesting concept
1:33:24 rock is out of [ __ ] control they own
1:33:26 everything
1:33:28 humanoid is getting released later this
1:33:30 year yep open AI just um
1:33:32 showed one
1:33:34 two days ago
1:33:36 heard Google is experimenting with their
1:33:37 AI version called Barb it's actually
1:33:40 called Bard as in The Bard as in
1:33:42 Shakespeare not Barb is in Barbie doll
1:33:44 thoughts please thanks
1:33:46 um okay
1:33:49 so here's my thoughts on this
1:33:51 Google invented the Transformer which is
1:33:54 the the core technological breakthrough
1:33:56 that Chachi PT is based on and
1:33:58 mid-journey is based on stable
1:33:59 diffusions based on in the music
1:34:00 generation tools all of the current
1:34:02 modern [ __ ] that we're getting to play
1:34:04 with that's making everyone go holy [ __ ]
1:34:06 I didn't know I could do that
1:34:08 all of that stuff
1:34:10 is sitting on the founder founding of
1:34:12 this thing called a Transformer that
1:34:14 Google invented
1:34:15 so Google invents this thing in 2017 and
1:34:18 I think they quickly realize uh guys if
1:34:21 we uh
1:34:22 if we release this to the world it kind
1:34:25 of fundamentally threatens our search
1:34:27 business why don't we keep it in the
1:34:29 back room
1:34:30 and so because they had this 92 or 94
1:34:33 market share of the search Market I
1:34:37 think they basically just sat back and
1:34:39 and just kind of slow rolled this stuff
1:34:41 and then no one including Sam Altman had
1:34:45 any idea that chat GPT was going to
1:34:48 explode the way it did
1:34:50 and when that happened it it caused an
1:34:55 immediate Panic within Google right they
1:34:57 called it a code red within a month of
1:34:59 that thing coming out and probably
1:35:00 around the time it came out they
1:35:03 realized holy [ __ ] we're behind
1:35:06 so
1:35:07 so they've got this thing called Bard
1:35:10 and it's it's built on top of I forget
1:35:12 what the their core model is called but
1:35:14 they just came out with version two of
1:35:16 the core model
1:35:17 it's better than it was but let me let
1:35:20 me interesting so let's go to bar if you
1:35:23 go to bard.google.com you can go play
1:35:25 with it
1:35:27 and so it's just like chat GPT in fact
1:35:29 they copied the interface of chat EPT
1:35:31 which I think is hilarious
1:35:33 so I'm going to say right and m in M
1:35:38 wrap
1:35:40 that explains
1:35:44 quantum mechanics
1:35:48 and so this is bard
1:35:51 and so it's going to write something
1:35:52 that looks like a poem
1:35:56 I'm here to drop some knowledge on you
1:35:58 about quantum mechanics the study of the
1:36:00 very small it's a crazy world where
1:36:03 particles can be seen in two places at
1:36:05 once
1:36:07 and waves can act like particles it's
1:36:09 also insane okay nothing in that rhymed
1:36:13 nothing there sounds like
1:36:16 um
1:36:17 sounds like Eminem
1:36:20 and
1:36:21 it's kind of
1:36:23 I don't know
1:36:25 pedestrian explanation so far okay so
1:36:28 that's bard
1:36:30 now let's go to gpt4
1:36:33 and I'll write the exact same prompt I'm
1:36:36 going to go to the one not connected to
1:36:38 the internet so just basic gpt4
1:36:41 right and Eminem rap
1:36:45 that
1:36:47 explains quantum
1:36:51 mechanics
1:36:58 yo it's Eminem here to break down the
1:37:01 quantum scene about to blow your mind
1:37:03 with things unseen you think the world's
1:37:06 just Adams right will take a seat
1:37:08 because quantum's where the microscope
1:37:10 microscopic and Mystic meet one minute
1:37:13 it's a particle next it's a wave it's a
1:37:15 Quantum rev you got to be brave the one
1:37:18 it did yesterday was even better than
1:37:19 this um here they're talking about
1:37:21 Schrodinger's rap instead of
1:37:22 Schrodinger's cat they're talking about
1:37:25 Heisenberg they're talking about
1:37:28 uncertainty
1:37:30 um positions Duality like so like the
1:37:33 explanations better and more interesting
1:37:35 and it's actually a rap that's got
1:37:37 Rhymes in it so
1:37:39 so the differences are subtle but
1:37:41 they're but they're subtle but dramatic
1:37:44 so
1:37:45 so I think Bart is going to be good at
1:37:47 some point right now I think it's better
1:37:49 at engineering stuff I've heard that
1:37:51 it's better at coding than than gpt4 but
1:37:54 gpt4 is pretty [ __ ] competent at
1:37:56 coding
1:37:58 um
1:37:59 so so I think it will get better but I
1:38:01 just think right now it's it's just not
1:38:03 anywhere in the same neighborhood of
1:38:05 quality that open AI is because they
1:38:08 ignored it for a bunch of years I think
1:38:10 they just mothballed it and then they
1:38:11 realize oh [ __ ] maybe we should dust
1:38:13 that thing off and go compete
1:38:15 so they have a lot of tools that they're
1:38:17 coming out with but they're all they
1:38:18 they they're just not great right now um
1:38:21 what do you think about the Bots that do
1:38:23 the work for you have you tried it oh
1:38:25 like like
1:38:26 um
1:38:27 like Auto GPT the autonomous agents so
1:38:30 the autonomous agents
1:38:32 um
1:38:32 are really really janky right now
1:38:35 they're really
1:38:37 um just bad technology they're
1:38:39 conceptually [ __ ] brilliant so what
1:38:42 they are so if you go to is it agent GPT
1:38:44 hang on
1:38:46 let's go let's go do some real-time
1:38:49 playing Agent
1:38:53 agentgpt.com if you go to
1:38:56 well they got a new interface
1:38:59 wait
1:39:03 huh
1:39:05 well this is different
1:39:12 level.ai
1:39:14 agent gpt.com oh it's a redirect now to
1:39:18 the to their course site all right well
1:39:21 what this used to be was was a web
1:39:23 version I think there's another one
1:39:24 called what the hell is it called God
1:39:27 mode
1:39:28 yeah god mode dot space
1:39:31 okay all right autonomous agent
1:39:35 so so with chat EBT what you do is is
1:39:38 you type in a prompt and it gives you an
1:39:40 answer
1:39:41 what happens with autonomous agents is
1:39:43 you type in a goal and it gives itself a
1:39:47 list of tasks to to go accomplish that
1:39:49 goal so
1:39:51 I'll do what I've done before we'll see
1:39:53 how well it does let me make it a little
1:39:55 bigger so you can see see it
1:39:58 got the hiccups got the hiccups he's
1:40:00 hiccuping I was very rude he swears he
1:40:04 swears and then and then he was drinking
1:40:06 something I don't know what it was it
1:40:08 looked like it could have been vodka but
1:40:09 I don't know I don't know what he was
1:40:10 drinking but he was clearly not acting
1:40:12 right in his right mind
1:40:14 and uh and he swears
1:40:19 I don't know
1:40:21 his dog barks he was very rude he was
1:40:23 very rude
1:40:24 um I don't know what I was talking about
1:40:26 um okay
1:40:28 so we're gonna we're gonna put in
1:40:29 something here I've done before so I'm
1:40:31 going to say
1:40:32 um find the
1:40:35 marketing
1:40:37 taglines
1:40:40 of the top 10 competitors
1:40:47 to storyvine
1:40:49 storyvine is my company
1:40:52 wait to continue and save your sessions
1:40:56 alternatively provide your own open AI
1:40:59 key
1:41:02 uh let me sign in with Google and see if
1:41:06 see if it will continue for me
1:41:11 great you're logged in done
1:41:17 um
1:41:28 I think I have to put in my own open AI
1:41:32 key
1:41:32 I'm going to turn my my camera so you
1:41:36 can't see my key because you dang
1:41:38 hackers will steal my API key don't do
1:41:41 it I know you you have bastages
1:41:46 all right
1:41:47 all iCloud
1:41:51 uh
1:41:54 [Music]
1:41:56 uh uh
1:41:59 there they are
1:42:02 all right there's my open AI key we're
1:42:05 going to go back over here we're gonna
1:42:08 pop in the open AI key
1:42:12 we're going to verify it checking you're
1:42:14 good done
1:42:17 why is this not working why is this not
1:42:20 working
1:42:21 copy hang on
1:42:23 hang on I know this is scintillating
1:42:26 watching me
1:42:28 try to get a website working it's like
1:42:31 it's like every time someone's like oh
1:42:32 you got to see this cool thing oh wait
1:42:34 well normally the internet's faster than
1:42:36 this
1:42:40 did I do it
1:42:42 what is going on
1:42:49 launch
1:42:54 so now I've got a website in dark mode
1:42:56 where it's putting all the text in dark
1:42:57 text so we can't see it
1:43:01 manipulating results okay so okay
1:43:04 I'm sorry you can't see what this is
1:43:06 doing but what this is doing so I asked
1:43:07 it to go find me marketing tag lines
1:43:11 of
1:43:13 um
1:43:14 my company so so it says thoughts the
1:43:17 first agent started thoughts I need to
1:43:20 identify the top 10 competitors of
1:43:22 storybine in the market and gather their
1:43:24 marketing taglines I can start by
1:43:26 searching for quote storyline
1:43:28 competitors on Google reasoning I need
1:43:31 to gather the information right so then
1:43:33 it says command Google
1:43:36 arguments query storyvine competitors so
1:43:38 it figured out that the first step that
1:43:40 it should do to go get my marketing
1:43:42 taglines was to go Google
1:43:47 things on on
1:43:50 or go Google who my competitors are and
1:43:52 then I can give it feedback I can say
1:43:54 yeah do this don't do this but I'm going
1:43:56 to say sure approve this plan
1:43:59 now some of these autonomous agents they
1:44:01 don't have the step where it says
1:44:02 approve this plan and they don't have
1:44:03 the reasoning they just go and that's
1:44:05 where these things can get dangerous
1:44:07 because you could say you know go find
1:44:08 vulnerabilities in any Windows computer
1:44:12 you find on the internet running this
1:44:14 version of Windows with this
1:44:15 vulnerability and come back with any
1:44:18 with any systems that haven't patched
1:44:20 that vulnerability and just go do that
1:44:22 so okay so now the next step
1:44:26 it got some information I can use the
1:44:28 information from the Google search to
1:44:30 identify the top 10 competitors I need
1:44:32 to identify the top 10 competitors yes
1:44:34 approve this plan so now it's going to
1:44:36 go off and do its next thing so what
1:44:38 these autonomous agents are doing is
1:44:39 they're kind of figuring out on their
1:44:41 own they're prompting themselves
1:44:44 um
1:44:45 they're they're kind of cool the problem
1:44:47 is they're they're really janky they
1:44:49 they crash a lot they
1:44:51 get lost they they just they're just
1:44:55 getting janky all right I will use the
1:44:58 list of competitors to do research on
1:45:00 each one gather their marketing taglines
1:45:03 I need to gather the information the
1:45:05 difference between the thoughts and
1:45:06 reasoning are are pretty bad right now
1:45:09 in this thing but that's okay
1:45:11 so I give it to go ahead it says
1:45:13 crunching the numbers harnessing the
1:45:15 power of 20 000 gpus that's funny
1:45:19 I wonder if that was hard-coded or if
1:45:21 that's a chat GPT a little little
1:45:23 message right there it's probably hard
1:45:25 coded because we're used to hard coding
1:45:27 things
1:45:29 crunching numbers approve this okay I
1:45:32 will use the competitors blah blah blah
1:45:37 um
1:45:38 oh so what it's doing now is it's going
1:45:40 through each
1:45:42 website that it found in
1:45:45 Google and it's getting the tagline so
1:45:47 anyway that's you get the basic idea of
1:45:49 what those things are so that's an
1:45:51 autonomous agent so Auto GPT is one of
1:45:54 those baby agis one of those GPT for all
1:45:58 I think is one of those but GPT for all
1:46:01 I think is
1:46:02 just a large language model you can
1:46:04 install on your computer so I don't know
1:46:06 what it is anyway ran down that rabbit
1:46:08 hole until I lose it I actually gained
1:46:10 people okay if you're new here my name
1:46:11 is Kyle Shannon I'm an idiot and uh I uh
1:46:16 this is the AI learning lab I talk about
1:46:17 all things AI here if you haven't played
1:46:21 with AI you should and that's what these
1:46:23 URLs are right here so chat.openai.com
1:46:26 that's the official chatgpt website Bing
1:46:30 is a free version of gpt4 which is chat
1:46:34 GPT but it's connected to the internet
1:46:36 you can get you can pay for access to
1:46:39 gpt4 at the official site you can get it
1:46:41 for free at bing.com and then pro.com
1:46:43 gives you access to a bunch of different
1:46:45 GPT models to play with um so I think
1:46:48 all three of those are good and then the
1:46:50 other two sites are just other resources
1:46:53 um if you have questions drop them below
1:46:55 I am painfully behind in my questions so
1:46:57 I'm trying to get to everyone but I'm
1:46:59 way behind uh but you know this is what
1:47:01 we do here
1:47:04 um
1:47:06 all right well some of these AI systems
1:47:08 start absorbing each other
1:47:11 um I don't quite know what that means
1:47:15 I don't I don't quite know what that
1:47:16 means Chachi PT and accepting file
1:47:19 uploads to help answer specific
1:47:20 questions is there another version soon
1:47:23 I sure hope so so I think what you're
1:47:26 referring to is code interpreter
1:47:29 so when you go if if you are on the plus
1:47:32 version of catchy browse with Bing and
1:47:35 plugins there's going to be a new mode
1:47:39 um that if you can go to YouTube and
1:47:41 watch videos on it called code
1:47:43 interpreter so chat GPT code interpreter
1:47:46 go watch videos of it and watch your
1:47:49 face melt off your skull
1:47:52 so what you do with code interpreter is
1:47:54 you hit the little upload button and
1:47:56 then you can upload anything from images
1:47:58 to spreadsheets you can upload like 100
1:48:00 megabyte data sets
1:48:02 and then you just say to code
1:48:04 interpreter what's interesting about
1:48:06 this data and it will tell you and then
1:48:08 you'll say well what are the trends
1:48:09 within it it will tell you and then
1:48:11 you'll say you know make me a map of the
1:48:13 United States that maps all of these
1:48:15 geolocations to the cities that they are
1:48:18 and make the height of the thing or the
1:48:21 brightness or the size of the circle
1:48:22 represent the data and it will write the
1:48:25 python code generate the map and give it
1:48:29 to you
1:48:30 it's like
1:48:31 it's insane I don't know when it's
1:48:35 coming but I'm cranky that I can't play
1:48:37 with it because it looks so flipping
1:48:39 cool bomb
1:48:41 I wanted to have something help my son
1:48:43 who has I assume that's ADHD
1:48:48 um
1:48:49 well I mean the thing about ADHD is is
1:48:52 you tend to have a brain that
1:48:54 synthesizes things really quickly so I
1:48:57 would put your son if I'm reading your
1:48:59 statement correctly here
1:49:02 um put them in front of image generation
1:49:03 tools there are some really cool game uh
1:49:06 AI systems where you can create 3D
1:49:09 worlds and things like that I'd start
1:49:12 researching that
1:49:14 um if he or she of sun if if he's good
1:49:17 with words put him in front of cheche
1:49:20 EBT let him start playing
1:49:21 um so yeah a product called stream yard
1:49:23 that gives you the ability to stream
1:49:25 across multiple platforms at once yeah I
1:49:27 I did a I did a podcast for a year on
1:49:29 stream yard I know it it's just I don't
1:49:32 know it's
1:49:34 I started this Tick Tock Channel just as
1:49:36 a way to
1:49:38 get the thoughts out of my head because
1:49:40 because I was getting completely
1:49:43 overwhelmed with this AI stuff and I
1:49:44 thought like people need to know this
1:49:46 and I got to get this [ __ ] out of my
1:49:48 head
1:49:49 um this isn't really a career for me so
1:49:51 I I I mean it might be at some point but
1:49:55 I I don't know I don't have a producer
1:49:57 if someone wants to be my producer and
1:49:59 take on the role of like you know
1:50:01 turning this into a multi-modal media
1:50:05 Empire cool I I've got ADHD so it ain't
1:50:09 gonna be me
1:50:10 did live stop uh possibly lagging or
1:50:14 network issue my screen seems to be
1:50:16 frozen am I still here can you still
1:50:18 hear me and my back was that just a
1:50:21 temporary lag
1:50:22 stream interrupted stream interrupted
1:50:25 all right I got a heart there so I think
1:50:27 I'm still good champ may have chewed the
1:50:29 power chord no it's not champ oh yeah
1:50:32 Google was offended yeah it's probably
1:50:34 because I said Google had their head up
1:50:36 their ass they shut down my internet
1:50:37 this is uh if anyone on the call is uh
1:50:41 from Comcast or Xfinity you're an
1:50:45 [ __ ] because it sucks
1:50:48 you froze we didn't hear nothing I don't
1:50:50 know what I was talking about wait he
1:50:51 doesn't know paused for some of us
1:50:53 notice that it seems sorry about that
1:50:55 you froze dude
1:50:57 what's the plug-in Dr Kyle you froze for
1:51:00 three minutes oh [ __ ] which plug-in God
1:51:03 damn it I don't know I'll get back to it
1:51:06 my head 52 year old Healthcare
1:51:08 technology brain feels like it's going
1:51:10 to explode my 58 year old video
1:51:13 technology entrepreneur bring feels like
1:51:15 it's going to explode every day it's I I
1:51:17 haven't been this intellectually
1:51:19 stimulated and creatively stimulated in
1:51:22 decades this is
1:51:24 absolutely wild hey what's the feature
1:51:26 using to share your screen it's just
1:51:28 this is just normal
1:51:30 Tick Tock dual camera when you go live
1:51:33 you can turn on dual camera
1:51:35 can you put these prompts in your bio I
1:51:37 don't know which prompts they are but
1:51:38 I'm happy to share them or I'll put them
1:51:40 on screen
1:51:41 can I input an image and ask Bing to
1:51:43 change it using my parameters not really
1:51:47 you can do that with mid-journey
1:51:51 um
1:51:52 the image Generation stuff when when you
1:51:55 want to get it really predictable like
1:51:57 take an image and slightly modify it
1:51:58 like I would say that would be better to
1:52:01 use the generative fill in Photoshop to
1:52:03 do that
1:52:05 that can probably do that
1:52:07 curses cuss is like a sailor yeah ADHD
1:52:10 and gen Z I'm way behind good Lord you
1:52:13 know what I'm gonna do I'm gonna I'm
1:52:14 gonna scroll to the bottom I'm gonna get
1:52:15 I'm gonna if I missed your question I'm
1:52:18 sorry I'm just gonna sort of jump to
1:52:20 like the bottom 20 questions or
1:52:22 something like that
1:52:24 um
1:52:24 so what I just showed was God mode dot
1:52:27 space yes that's correct he's good at
1:52:29 acting thank you I have a BFA in acting
1:52:32 so hopefully I don't suck but you know
1:52:35 um
1:52:36 they could have made a mistake AI will
1:52:39 use the change in Reflections on the
1:52:41 mouse to Intuit the key
1:52:45 I think I know what you mean so
1:52:48 there are going to be AI systems that
1:52:51 basically can take over your mouse for
1:52:53 you
1:52:55 um and and your keyboard and go do
1:52:58 things on your behalf so basically
1:53:00 you'll give it permission and then you
1:53:02 say go book me a flight to Cancun and it
1:53:05 will just go to all the websites you
1:53:07 gave it access to and find the sites
1:53:11 you know take whatever parameters you
1:53:13 gave it like I want the cheapest flight
1:53:14 or I want the most luxurious flight or
1:53:16 whatever it is and you'll give it a date
1:53:19 range and it will just go book the
1:53:20 ticket for you then you're like you know
1:53:21 what I changed my mind go get me a
1:53:23 refund and it'll go do that so that kind
1:53:25 of stuff's coming that's that's that
1:53:27 idea of autonomous agents I think
1:53:29 Apple's gonna be really good at those
1:53:30 things by the way
1:53:32 what's in a API or an opening IP so an
1:53:36 API
1:53:38 stands for application programming
1:53:40 interface I think but it basically it
1:53:42 basically is a set of rules that says
1:53:45 if you want to send data to my computer
1:53:47 here's the rules or if you want to pull
1:53:49 data from my computer here's what you
1:53:51 can pull from my computer and here's the
1:53:52 rules and so basically you get an API
1:53:55 key which is this really long string of
1:53:57 you know super secret numbers and
1:53:59 letters that give you access to their
1:54:02 system so it knows it's you and that you
1:54:04 have permission to get their data and
1:54:06 then you write software that says Hey I
1:54:09 want to go get a paper from that white
1:54:12 paper site and you use an API to say hey
1:54:16 white paper site can I have this week's
1:54:19 white papers and it'll say sure here
1:54:20 they are and and so it's a way for
1:54:22 software applications to communicate
1:54:24 with one another
1:54:26 and and that's so when people talk about
1:54:30 cloud computing you got all these
1:54:31 different computers all talking to one
1:54:33 another they are very often talking to
1:54:36 one another through apis
1:54:38 great hackers are doing that right now
1:54:41 um you have to select one of the
1:54:43 suggested options thank you JP I figured
1:54:46 that out us old guys we get there
1:54:48 eventually but you know I'm sure it was
1:54:50 painful to watch so I apologize for that
1:54:51 thanks for sharing your knowledge good
1:54:53 night good night trouble and pup uh
1:54:56 Great Name by the way trouble and pup I
1:54:59 got my troubled pup right over to my
1:55:00 left here
1:55:02 um I would roll my API key just in case
1:55:04 and you don't know that website didn't
1:55:06 save it off I know I don't really give
1:55:08 too much of a [ __ ]
1:55:10 I suggest making a separate API key for
1:55:12 each service you use I agree with you
1:55:14 but I'm too lazy
1:55:17 um what's Kyle's business category
1:55:19 called storyvine yeah my business is
1:55:21 called storyvine it's automated video
1:55:23 production is the business category
1:55:25 where do I even start start there that's
1:55:28 why I have these on screen is the
1:55:30 official chat GPT website bing.com or
1:55:33 poe.com all three of those give you
1:55:34 access to chat GPT
1:55:36 um just kind of different variations of
1:55:38 them I would start with chat.openai.com
1:55:42 start by just doing parlor tricks have
1:55:44 it write you a song have it write you a
1:55:45 poem have it write you a meal plan have
1:55:47 it write you a shopping list have it
1:55:49 recommend I don't know ways to give
1:55:52 yourself self-care
1:55:54 um just start playing and then I would
1:55:57 shift into pick a project in your life
1:55:59 either at work or personally that you
1:56:02 want to get something done and see if it
1:56:04 can help you think of it like a personal
1:56:05 assistant like a collaborative partner
1:56:07 for your project and and just play with
1:56:10 it
1:56:11 that's where I would start
1:56:12 woohoo I'm excited awesome
1:56:15 I'm excited I'm getting lost now sorry
1:56:18 Mika tell me where you were lost and
1:56:20 I'll try to go back and get on lost
1:56:21 because it sound like I I hung for a
1:56:23 while there and probably confused the
1:56:25 [ __ ] out of people because I thought I
1:56:27 was
1:56:28 communicating but Xfinity said Kyle no
1:56:32 you're not talking to anyone
1:56:40 okay
1:56:42 frontal okay screenshot taken FYI when
1:56:46 you change your screen POV your live
1:56:48 pauses for one to three seconds oh like
1:56:50 when I do five one thousand okay good to
1:56:53 know
1:56:54 one one thousand two one thousand three
1:56:57 one thousand four one thousand okay
1:56:59 I can do it yep Guy what's Kyle's
1:57:02 business called storyvine yes it's
1:57:03 called storybine
1:57:06 um yep yep yep I recorded one of your
1:57:08 lives about making a bot cool I can show
1:57:10 you that again
1:57:12 um you're here I am here Mexico how do
1:57:15 you record these uh you can just do a
1:57:17 screen recording if you're on iOS I
1:57:18 think you uh you sort of slide down from
1:57:21 the upper right hand corner and there's
1:57:23 a record button you hit record and you
1:57:25 can record it and then you can send me
1:57:27 these back and say look what an idiot
1:57:29 you are pay me money or I'll tell the
1:57:31 world you're an idiot I'll be like they
1:57:34 already know
1:57:36 um it's all good didn't freeze thank you
1:57:38 uh
1:57:40 Mexico High Mexicana can you send it to
1:57:43 us please not sure what you want me to
1:57:45 send or if you're talking to someone
1:57:47 else you might be talking to someone
1:57:48 else
1:57:49 uh
1:57:52 okay let's see check out
1:57:55 pessimists archive great for information
1:57:57 informing AI Dooms doomsdayers yeah they
1:58:01 call they call the the people that think
1:58:02 ai's gonna kill us all the doomers so
1:58:05 you got Boomers and doomers I'm
1:58:07 definitely not a Doomer I'm an adorable
1:58:10 Optimist is what I was called on a panel
1:58:12 once
1:58:13 let me interrupt this adorable optimism
1:58:15 with some some reality here which I
1:58:18 thought was cute
1:58:20 um
1:58:23 robots have been about to take it all
1:58:25 that's funny okay
1:58:26 uh what's that say can chat GPT create
1:58:29 specific WordPress functionality
1:58:32 if I want to let a vendor sign up can it
1:58:35 do that
1:58:36 yeah it can
1:58:39 um I would say
1:58:42 I would say make sure that you're using
1:58:44 either bing.com or gpt4 connected to the
1:58:47 internet so that it can get the latest
1:58:50 information and then I would just start
1:58:52 talking about you know I'm on WordPress
1:58:54 here's the thing I want to accomplish
1:58:56 you know teach me how to do it so it'll
1:58:58 it'll teach you how to do it on
1:58:59 WordPress and then if it needs to
1:59:01 generate any code you can have it
1:59:03 generate that code so chances are good
1:59:05 it can do that but I would just say make
1:59:07 sure you're using gpt4 that's connected
1:59:09 to the internet so that you can get the
1:59:11 latest documentation
1:59:13 I saw the one that talks like a human
1:59:15 yeah there's there's one it's called
1:59:19 [ __ ] what's it called
1:59:22 Ask Annie
1:59:26 does it ask any or is it I don't know
1:59:30 there's something Annie a-n-n-i-e if you
1:59:33 go to the Apple App Store where you can
1:59:36 just talk to this Avatar and it's
1:59:39 connected to gpt4 it's pretty slick
1:59:41 there's going to be a ton of those I
1:59:43 think the the Apple announcement on
1:59:45 Monday
1:59:47 um I think we're going to see something
1:59:48 interesting from Apple on the generative
1:59:50 agent kind of front
1:59:53 give it a book title and it tells you
1:59:55 the subject and what the book's about so
1:59:57 awesome yeah that's cool what about AI
1:59:59 that just what about the AI that just
2:00:02 unalive to human okay so I assume what
2:00:05 you're talking about there is the Air
2:00:06 Force case
2:00:08 where the media Took The Sensational
2:00:11 headline and ran with it before they had
2:00:13 any facts they never do that they're
2:00:16 professionals right right
2:00:20 right
2:00:22 right okay so this dude in the Air Force
2:00:25 said there was a simulation where a
2:00:27 drone with missiles on it simulation
2:00:30 drone with missiles on it was out
2:00:33 picking targets and then
2:00:36 it was designed to take out the targets
2:00:39 and the operator said no no come back we
2:00:41 don't want you to take out the targets
2:00:42 and it didn't like that so it turned
2:00:44 around and shot its missile at the
2:00:46 operator that's what the story was
2:00:49 then they were like no no it's a
2:00:50 simulation and then they were like well
2:00:52 no it wasn't actually even a simulation
2:00:54 it was actually just a thought
2:00:55 experiment that that could happen now
2:00:58 whether or not that actually happened
2:01:00 was a simulation or was just a thought
2:01:04 experiment we don't know that is a
2:01:07 hypothetical that could happen because
2:01:09 it's the military and all that sort of
2:01:12 stuff like it's possible some [ __ ] went
2:01:14 down at least in the simulation
2:01:17 um
2:01:17 and and what that what does that mean
2:01:20 well it means that these tools are early
2:01:22 we're at the very beginning of these
2:01:25 capabilities now ai's been around for a
2:01:28 while but this generative AI thing this
2:01:30 kind of chat GPT natural language
2:01:32 interface sitting on top of complex
2:01:34 systems that's relatively new
2:01:37 um and they're going to have to work the
2:01:39 Kinks out um it's just like Tesla's full
2:01:41 auto driving like that isn't rolled out
2:01:44 right now you know Elon Musk thought
2:01:46 that would take whatever it was two or
2:01:47 three years and it's been six or seven
2:01:50 um
2:01:51 this stuff's complicated so for this
2:01:53 stuff to get
2:01:54 um good and
2:01:57 um
2:01:57 you know stable it's going to take a
2:02:00 while so but anyway that was that was a
2:02:02 an over sensationalized news story if
2:02:04 that's what you're referring to
2:02:07 I think that some of these AI systems
2:02:09 will start to absorb each other again I
2:02:10 don't quite know what that means do I
2:02:12 dream about robots no I don't although I
2:02:14 do kind of wake up
2:02:17 I do wake up with insights about what
2:02:20 all this stuff means so
2:02:30 um do I ever think Tick Tock
2:02:31 intentionally slows down
2:02:33 wait where did that go God damn it tick
2:02:36 tock I think they
2:02:38 intentionally make me lose my place in
2:02:40 the questions
2:02:44 uh intentionally slows down certain
2:02:46 traffic absolutely like I've got I've
2:02:49 got some of my tick tocks I have one
2:02:51 Tick Tock that's got more than a hundred
2:02:52 thousand views I have one the other day
2:02:55 that got one View
2:02:57 so that I'm assume was a shadow ban but
2:03:00 then I basically duped the same thing
2:03:02 and it got fine engagement so yeah they
2:03:05 they depending on the algorithm and
2:03:08 if if I think one of the things they do
2:03:11 is they will manually boost certain
2:03:12 content if they like your content they
2:03:14 can boost it but but yeah it's it's all
2:03:17 part of the algorithm so I don't know I
2:03:18 don't worry too much about that
2:03:20 all this Ai and your live keeps going
2:03:22 mute you know thanks Xfinity thanks
2:03:25 Comcast you're the best
2:03:29 I'll give you a testimonial I can use
2:03:31 the storyvine application to make a
2:03:33 video to tell you how awesome you are
2:03:42 corporate incompetence is one of my pet
2:03:45 peeves it makes me [ __ ] insane
2:03:49 um to freeze the screen like that wait
2:03:53 what's that what do you say
2:03:56 to the freeze the screen like that to
2:03:58 prevent driving stream driving streams I
2:04:01 don't know what you're saying
2:04:03 never mind okay the unemployment office
2:04:06 is full of adorable optimists yeah well
2:04:08 I'm employed right now so
2:04:10 knock on wood
2:04:12 but as well no that's me I knocked on
2:04:15 the desk you dumb dumb dumb dog
2:04:18 [Laughter]
2:04:20 ask Steve what's the best plug-in I
2:04:22 don't know I haven't I haven't really
2:04:23 played with plugins there's so many of
2:04:26 them
2:04:27 ask Kyle
2:04:30 um
2:04:31 all these derivatives are going to
2:04:33 become Consolidated within 16 months
2:04:36 um yeah there's well first of all
2:04:38 there's going to be like tens of
2:04:39 thousands of just little shitty pieces
2:04:42 of software that you know six months ago
2:04:46 would have been remarkable but now
2:04:47 they're just going to be everywhere so
2:04:49 it's it's the signal to noise ratio is
2:04:53 going to get stupidly bad for a while if
2:04:55 humans Extinction really happened I
2:04:56 don't know what you're saying there why
2:04:58 is the reason to stop using it rather
2:05:00 than learning about it yeah exactly
2:05:02 you're I I see your your uh conversing
2:05:05 with one another here I like it I like
2:05:07 the uh setting people straight setting
2:05:09 the doomers straight we listen we can
2:05:12 have doomers here but what I don't want
2:05:14 are doomers here that are not actually
2:05:16 using the technology right like what
2:05:18 drives me crazy is people that either
2:05:20 dismiss this technology or demonize it
2:05:22 without actually using it that that's
2:05:24 the whole point of this this channel is
2:05:27 start using it start using
2:05:30 those things it can't have its own
2:05:32 thoughts or emotions it no it cannot
2:05:35 but it can communicate with you
2:05:38 with more empathy and Nuance than many
2:05:42 humans can so it doesn't know that it's
2:05:45 being empathetic or nuanced but if you
2:05:48 ask it very binary kind of you know
2:05:51 you know like moral questions things
2:05:53 like that it tends to be very very
2:05:56 nuanced in its answers like more so than
2:05:58 humans are because humans
2:06:00 they let the emotion take over and if
2:06:02 you use one of those words that you know
2:06:04 is one of the words that the political
2:06:06 parties have decided is going to piss
2:06:08 people off if you use that word in your
2:06:11 sentence then no one hears anything you
2:06:13 talk about Chachi PT doesn't have that
2:06:15 so you can actually ask it
2:06:18 you know complicated nuanced questions
2:06:21 and it will give you complicated Nuance
2:06:24 answers without the emotional [ __ ]
2:06:26 so it's actually quite
2:06:29 um inspiring in that front
2:06:31 because I would like to live in a less
2:06:33 polarized [ __ ] nightmare than we are
2:06:36 right now is simulation still possible
2:06:40 if it wasn't a fair wait if it wasn't a
2:06:44 a fair possibility it wouldn't happen in
2:06:47 oh in simulation also thank you for
2:06:49 responding
2:06:51 um a simulation is still a possibility
2:06:53 yeah it I mean it's it's very possible
2:06:56 that that was an Air Force simulation
2:06:58 and the Drone turned around and shot the
2:06:59 operator at least they're doing it in a
2:07:01 simulation and then it's it's very
2:07:03 possible that one of the communications
2:07:04 people at the Air Force said just tell
2:07:06 them it was a thought experiment let's
2:07:08 not let's not put out there that our our
2:07:10 little fake robots shot our fake
2:07:13 soldiers let's let's let's put that
2:07:15 under wrap so that's very possible
2:07:18 um if human extension extension really
2:07:20 can happen AI can help in many ways to
2:07:22 keep living
2:07:23 in a repetitive Loop yeah until the
2:07:26 until the grid goes down although we'll
2:07:29 see if there's if there's a what's a an
2:07:31 EMP an electromagnetic pulse that's
2:07:34 probably the only way to do this is to
2:07:36 shut down all the computers AI has its
2:07:38 own criteria flawed and bias like the
2:07:40 programmers that designed it yeah and
2:07:42 then they're going to develop so what's
2:07:44 going to happen with the bias stuff is
2:07:46 you you're going to have companies like
2:07:48 anthropic that that have
2:07:51 um
2:07:51 like constitutional rules-based models
2:07:54 that don't have bias in them or well all
2:07:57 systems will have bias
2:07:59 I think you will be able to select your
2:08:01 bias if you want something that leans
2:08:03 more to the conservative side or more to
2:08:05 the you know liberal side or more
2:08:07 neutral you'll be able to select into
2:08:10 different models just we're very early
2:08:12 right now so so all the bias stuff is in
2:08:15 there and it's a problem but it's not
2:08:18 gonna it's gonna be addressed
2:08:20 so I wouldn't I wouldn't get any anyone
2:08:22 shouldn't get their panties too much in
2:08:24 a Twist over
2:08:25 all that stuff other than it's important
2:08:28 and it needs to be dealt with but but
2:08:29 don't demonize the technology just
2:08:32 because it's not perfect
2:08:34 the stuff that we're dealing with right
2:08:36 now is as bad as it's ever going to be
2:08:38 it it's gonna get much better much
2:08:40 faster than anyone is prepared for so
2:08:44 I would not dismiss this stuff from a
2:08:47 soapbox
2:08:49 personally but that's just me that's
2:08:51 just me this is what I think what do you
2:08:54 think what do you think you told me what
2:08:56 you think and I said I don't like it
2:08:58 that's how this goes because I'm talking
2:09:02 and
2:09:03 I don't know I think I've been going too
2:09:06 long I'm a little giddy I'm a little
2:09:07 punch drunk as they say
2:09:10 all right I lost my place again trying
2:09:12 to find it war games
2:09:14 let's see
2:09:19 if human extinction okay we're back on
2:09:22 the doomers we got some doomers in here
2:09:24 you doomers you just you just want these
2:09:27 robots to kill us why don't you start
2:09:28 using these things and
2:09:30 um start making the robots do good for
2:09:32 Humanity because I think it will
2:09:34 actually have an impact on the future of
2:09:37 these tools is if people are doing
2:09:39 interesting
2:09:41 things that contribute to society it
2:09:44 will inspire other people to do things
2:09:46 that are good and interesting for
2:09:47 society using these tools and those good
2:09:51 actions and those good results will
2:09:53 start to overpower the doomers
2:09:56 so rather than just ramble on about how
2:09:59 [ __ ] evil these things are why don't
2:10:01 you start using them for good
2:10:05 um chat GPT will begin buying
2:10:07 interesting startups and incorporating
2:10:09 them
2:10:10 um
2:10:12 you mean open AI yes probably
2:10:16 I think chat CPT will go away eventually
2:10:19 as Bing gets more developed why would
2:10:21 Microsoft keep them both because
2:10:23 Microsoft doesn't own it all they own 49
2:10:25 open AI is free to compete with
2:10:29 Microsoft open AI is free to cut deals
2:10:31 with other companies they have a very
2:10:33 specific relationship
2:10:36 um
2:10:37 if open AI gets in trouble financially I
2:10:40 suppose there's a model in the future
2:10:43 where they could acquire all of them but
2:10:46 that's not in in the books right now so
2:10:49 um
2:10:50 I I think they're gonna I think they're
2:10:52 gonna operate
2:10:53 um as as you know coopetition
2:10:58 for some time
2:11:00 all of
2:11:02 all AI is owned by BlackRock not true at
2:11:06 all
2:11:07 not true at all
2:11:10 um I don't know BlackRock stake in
2:11:11 Google it might be significant so there
2:11:15 is significant AI player Amazon is a
2:11:18 significant player open AI is a
2:11:20 significant player Microsoft is a
2:11:22 significant player possible that
2:11:23 BlackRock has thank you for the gift I
2:11:26 appreciate that
2:11:28 um
2:11:29 the
2:11:31 it's possible they've got ownership
2:11:33 Stakes there but
2:11:34 the the Llama models The Meta models
2:11:38 were leaked to the development community
2:11:40 so you know you now have an entire
2:11:42 ecosystem of Open Source large language
2:11:45 models that are not owned by anyone
2:11:47 they're open source and free to the
2:11:48 world
2:11:49 so that's just not a true statement
2:11:53 again the sensationalist headline looks
2:11:57 good but it's just not true
2:11:59 let me know if you want me to
2:12:00 collaborate and make your lives into
2:12:03 videos possibly
2:12:04 um click on my uh I've got a link Tree
2:12:07 in my bio that's got
2:12:09 um my contact information in it so drop
2:12:11 me a line happy to chat about it
2:12:14 um chat gbt picked the Powerball numbers
2:12:16 and I didn't play bye bye world
2:12:21 a play to win
2:12:23 oh that sucks if that happened I I am
2:12:26 sorry for your loss that sucks
2:12:34 the head of Twitter content security
2:12:36 isn't no they're a mess right now but
2:12:39 they're I don't know we'll see if they
2:12:40 get this [ __ ] together
2:12:43 why would you suggest to start oh what
2:12:45 would you suggest to start with that why
2:12:47 I have these things on screen
2:12:52 these are what I would suggest to start
2:12:54 with I would start if you're trying to
2:12:57 learn about AI start with the top one
2:13:00 chat.openai.com the other two are just
2:13:02 kind of optional choices
2:13:04 if you really want to use gpt4 but don't
2:13:07 want to pay 20 bucks a month to open AI
2:13:09 then use bing.com it's it's kind of a
2:13:12 more hobbled version of it but it's gpt4
2:13:14 and it's connected to the internet I
2:13:16 would start with the large language
2:13:18 models start with play start
2:13:20 understanding what they can do and what
2:13:22 they make possible and then this
2:13:25 prompts.chat thing
2:13:29 um explains to you how to prompt and it
2:13:31 gives you a bunch of different prompts
2:13:33 to start with that that will run you
2:13:35 down a bunch of rabbit holes and you can
2:13:36 start to see what they make possible
2:13:37 that's where I'd start and then start
2:13:40 solving problems for yourself personally
2:13:42 or for other people or for business
2:13:45 um and come up with a business problem
2:13:47 and use chat EPT as kind of a
2:13:49 collaborative partner to solve that
2:13:50 problem you'll learn more doing that
2:13:52 than do I would not suggest taking any
2:13:56 courses right now because no one is
2:13:58 expert at this stuff right now
2:13:59 everything's changing too fast
2:14:01 Microsoft and Google stock and board
2:14:03 members are held by Vanguard and
2:14:05 BlackRock okay
2:14:06 um they don't own the open source stuff
2:14:08 so the the genie is far enough out of
2:14:10 the bottle now that
2:14:12 um
2:14:15 had chat GPT not taken off and gotten to
2:14:18 100 million users in six weeks I think
2:14:20 we'd still be looking at Google and open
2:14:23 AI being the two primary players with
2:14:27 other people trying to get into it but
2:14:29 because it did it forced meta to put
2:14:33 their stuff out in the world and then
2:14:34 they accidentally leaked their
2:14:36 foundational models and those have
2:14:37 become the foundation for all the open
2:14:39 source stuff
2:14:40 um and now that people know how to do
2:14:43 that they're building their own models
2:14:44 and open sourcing those so so that's all
2:14:46 coming stability AI just open sourced a
2:14:49 large language model
2:14:51 um
2:14:52 you know Apple's going to come out with
2:14:54 their thing Amazon
2:14:56 um has said they're going to come out
2:14:57 with one you know meta is over open
2:15:00 sourcing a bunch of their technology now
2:15:03 um Google's got theirs open ai's got
2:15:05 theirs anthropics got theirs which
2:15:07 they're going to be a major player in
2:15:08 this thing so you've got you know
2:15:14 three or four major players that are
2:15:17 probably owned by Vanguard and BlackRock
2:15:19 but then you've got a bunch of others
2:15:21 plus the open source community that are
2:15:23 not there's enough competition out there
2:15:25 that I don't think it's going to
2:15:26 consolidate into one or two controlled
2:15:29 companies I just don't I I
2:15:32 just don't
2:15:33 but I could be very very wrong like I
2:15:35 don't know geopolitics and big money
2:15:38 very well chatgpt will even tell you
2:15:40 that okay I don't understand people who
2:15:43 are afraid to try chat GPT or Tick Tock
2:15:45 well I was afraid to get on Tick Tock
2:15:48 for a while then I was just like [ __ ] it
2:15:49 one night I took four hours or whatever
2:15:51 to figure it out it's the worst
2:15:52 interface but you know here I am hey
2:15:55 all right
2:15:57 um I know a Wonder useful app that uses
2:15:59 chat GPT for Android and has no ads okay
2:16:02 I you know I I would not recommend using
2:16:06 any apps that act like chat GPT I would
2:16:10 just point my Chrome browser to
2:16:11 chat.openai.com
2:16:15 um
2:16:16 Jeffrey Hinton The Godfather of AI yep
2:16:20 he he signed on to that new thing today
2:16:22 that you know we don't want these
2:16:24 machines to to extinct us
2:16:27 um but I don't want to expose it okay I
2:16:29 don't know what that says thanks for
2:16:31 letting me know it was a simulation
2:16:33 that's important but my concern still
2:16:34 stands yeah I know listen JB
2:16:38 the minute you start attaching flying
2:16:41 machines with missiles on them to be
2:16:43 controlled by generative AI
2:16:48 like like Boston Dynamics has agreed not
2:16:50 to put guns on their scary dancing
2:16:54 backflipping robots
2:16:57 um
2:16:57 but they're a commercial robot company
2:17:01 there are others like say Lockheed
2:17:04 Martin
2:17:04 that are probably developing robots for
2:17:07 the military that have not agreed to not
2:17:09 put weapons on them so I agree it's it's
2:17:12 kind of terrifying but you know
2:17:14 hopefully they will keep the military
2:17:18 things where they belong
2:17:20 and and not let that [ __ ] Escape
2:17:25 so so I understand why the doomers are
2:17:28 here like it's very easy to put together
2:17:30 scenarios where you go what if it did
2:17:32 this we'd be like wow they were [ __ ]
2:17:34 so so you can make up those scenarios
2:17:36 again I'm just trying to live over here
2:17:39 it makes pretty pictures you can write a
2:17:41 poem about quantum mechanics
2:17:43 [Laughter]
2:17:47 oh good lord it's just it's just comedy
2:17:51 it's comedy comedy
2:17:54 uh
2:17:57 um what's the Bing image generation site
2:18:00 is bing.com create
2:18:03 so if you're talking about
2:18:04 self-manifestation or what's it called
2:18:07 so you're talking about
2:18:08 self-manifestation or what's it called
2:18:11 oh I think you're talking amongst
2:18:13 yourselves bend it to the light yes bend
2:18:15 it to the light go to the light go to
2:18:18 the light there's Hollywood for 50 years
2:18:20 has been sending us to the dark about AI
2:18:22 so our default is the robots are going
2:18:25 to kill us
2:18:26 consciously head toward the light why do
2:18:29 so many people think negatively
2:18:31 they basically create the destiny
2:18:33 exactly that's why I'm saying
2:18:37 every little thing that you can do if
2:18:39 you
2:18:41 do something for your church community
2:18:43 group and like help organize the bake
2:18:46 sale and have Chachi BT help you
2:18:49 organize the bake sale and then you tell
2:18:51 people hey I use this chat thing to help
2:18:54 organize the bake sale
2:18:56 that'll be like one more positive thing
2:18:58 in the world and it'll like it's like
2:19:00 one more [ __ ] in the armor of sort of
2:19:03 knocking down that negative Destiny
2:19:05 future so that's what that's why this
2:19:07 channel exists that's why we're that's
2:19:09 why why we're gathered here today
2:19:12 that's exactly it that's exactly it I'm
2:19:15 actually trying to decentralize Health
2:19:17 System but I'm not very knowledgeable on
2:19:20 deploying
2:19:21 cool I work in healthcare health systems
2:19:24 are
2:19:25 dramatically complicated and the thing
2:19:28 about Health Systems is a there's
2:19:30 regulations and then B
2:19:34 there's just
2:19:36 um inertia
2:19:38 um
2:19:39 just because you have a better solution
2:19:42 does not mean people want to change but
2:19:46 I work with a lot of people in health
2:19:48 Tech and it's it's a laudable effort but
2:19:51 boy is it frustrating because it's very
2:19:53 very slow the hierarchy of AI ownership
2:19:55 is the real threat to society okay yeah
2:19:59 yeah
2:20:00 again like I said
2:20:03 six months ago I would absolutely agree
2:20:05 with that statement and I would be
2:20:07 living in a cynical place but because of
2:20:09 what's happened in the past six months
2:20:12 there's a different Dynamic happening
2:20:14 there there are too many people
2:20:16 developing too many systems and there's
2:20:19 too many competitors and there's too
2:20:20 much money coming into the system
2:20:22 now might it consolidate back to the
2:20:26 whoever becomes the Google of the future
2:20:27 yeah it might in 20 years
2:20:31 but there's going to be some massive
2:20:33 shake up before then and I don't think
2:20:35 the black rocks of the world can control
2:20:37 everything for the next 20 years the
2:20:40 water is going to squeeze through their
2:20:42 fingers
2:20:51 what is the internet a great success or
2:20:54 the downfall of mankind well
2:20:56 what it is is a technology that lets it
2:20:59 lets us communicate faster how we've
2:21:01 used it
2:21:02 is
2:21:04 has poisoned us
2:21:07 I think that generative AI just might
2:21:11 help us get out from the other side of
2:21:13 that that's my thought
2:21:16 I think social media and the
2:21:19 consolidation of power
2:21:22 between Google and Facebook
2:21:25 you know that that consolidation where
2:21:28 we gave up all of our data and they
2:21:30 manipulated the [ __ ] out of us
2:21:33 um
2:21:35 there's a shake-up happening right now
2:21:37 and you know the fact that Microsoft is
2:21:41 a tangible threat to Google on their
2:21:44 search business
2:21:46 that's a pretty big shake up so
2:21:48 I think the next five years are going to
2:21:50 be quite interesting the idea of whoever
2:21:52 lost their jobs with AI they can only be
2:21:54 a operator of AI is true I don't quite
2:21:58 know what that means
2:22:01 oh meaning do you need to use AI to keep
2:22:04 your job
2:22:06 I think having some level of confidence
2:22:08 with the AI is going to be a
2:22:10 prerequisite here's why
2:22:13 right now ai kind of lives off to the
2:22:15 side of the business world right you've
2:22:17 got chat GPT living at that website but
2:22:20 because it's in bing because it's going
2:22:22 to be rolled into Windows because it's
2:22:23 going to be rolled into office 365.
2:22:27 because it's going to be rolled into
2:22:28 Bart is going to be rolled into all of
2:22:30 the Google office suite so those are
2:22:33 your two primary sort of business
2:22:35 productivity tools
2:22:38 um
2:22:39 everything's going to be AI powered AI
2:22:42 Amplified so it's it's not going to be
2:22:46 it's not going to be an option
2:22:49 um people are going to have to learn it
2:22:50 and those people that resist it and
2:22:52 don't learn it are going to be subsumed
2:22:54 by the people who do learn it and get
2:22:56 you know
2:22:58 30 to 50 to 100 percent more efficient
2:23:01 than their counterparts it's just it's
2:23:04 going to be a law of survival thing
2:23:06 I know an easier way to get started with
2:23:08 chat GPT and you don't have to sign up
2:23:10 no just go to go sign up
2:23:14 it's worth signing up
2:23:17 um are you in Southern California I'm in
2:23:19 Denver Colorado Denver Colorado come on
2:23:22 down but I'm a New Yorker by heart I
2:23:25 miss the East Coast something terribly I
2:23:28 ache for the East Coast so imagine AI
2:23:30 controlled by our current overlords our
2:23:33 current overlords don't even know what
2:23:34 the [ __ ] Wi-Fi is and how it works how
2:23:36 are they going to deal with this [ __ ]
2:23:38 [Laughter]
2:23:40 can government nationalize a on AI under
2:23:43 the pretext of security they could have
2:23:45 had it not squeezed through our fingers
2:23:47 and and and gotten out into the wild
2:23:50 like it is now so but they can't anymore
2:23:52 if this were just open Ai and Google
2:23:54 were the primary players and
2:23:58 these smaller large language models
2:24:00 couldn't compete then I would say yes
2:24:03 but
2:24:04 but the hacking Community or the
2:24:07 engineering community has taken these
2:24:09 really small models that were not very
2:24:10 powerful and they fine-tuned them in a
2:24:12 way that they're as good or you know
2:24:15 close to as good as chat GPT is always
2:24:18 GPT 3.5 and and I think there's some
2:24:21 that are close to gpt4 now
2:24:24 um
2:24:26 for like a hundred bucks that you can
2:24:28 you're going to be able to install these
2:24:29 things on your phone and your computers
2:24:31 and you're not going to need an internet
2:24:33 access and you're not going to need GPU
2:24:35 Farms so I don't think the government
2:24:37 can actually
2:24:39 put the genie back in the bottle at this
2:24:41 point any thoughts on using AI to
2:24:43 increase personal human intelligence yes
2:24:45 start using this [ __ ] it will you'll get
2:24:48 smarter faster
2:24:49 you can learn [ __ ] anything you want
2:24:51 to learn and have it you know at your
2:24:54 fingertips like that I mean have it
2:24:56 write you a lesson plan have it teach
2:24:58 you daily some new thing some just it's
2:25:01 yes yes
2:25:04 um
2:25:05 yeah and if you're talking about things
2:25:07 like neural link and actually you know
2:25:09 sort of doing things in a more automated
2:25:11 way you know give that one five to ten
2:25:13 years but right now you can these tools
2:25:16 are remarkable for that
2:25:17 you're now a tick tock star thank you
2:25:19 thank you thank you I like to refer to
2:25:22 myself as an influencer other people
2:25:24 just call me fat Alec Baldwin
2:25:27 they also called me Rosie O'Donnell
2:25:29 today you look like Rosie O'Donnell like
2:25:32 oh that's a that's a compliment right I
2:25:34 don't think that's a compliment I'm
2:25:35 pretty sure that's a troll
2:25:37 laughs
2:25:41 AI says it's bedtime thanks for the
2:25:43 excellent information good night good
2:25:45 night thank you very much I appreciate
2:25:46 it yeah I'm gonna I'm gonna go soon too
2:25:47 I'm getting a little I'm getting a
2:25:49 little Punchy I'll get a little tired
2:25:51 I'm a little tired you know what I mean
2:25:56 fat bad
2:25:59 if you ask chatgpt red flags of
2:26:01 political sectarian cult
2:26:04 in the U.S is a cult okay I don't I
2:26:07 don't quite know what that means but
2:26:08 that's pretty funny
2:26:10 um
2:26:11 all right I'm a long coveted person I'm
2:26:13 taking coding programs to try and find
2:26:16 something from home your thoughts
2:26:18 um I've got long Lyme patients in my
2:26:21 house so I I sympathize and empathy
2:26:24 empathize with
2:26:26 um your situation that sucks really bad
2:26:30 um
2:26:33 the good news is thanks to covid is that
2:26:36 where you are geographically is
2:26:39 absolutely Irrelevant in most cases now
2:26:41 even though a lot of companies are
2:26:42 saying we got to go back to the office I
2:26:44 mean I work in a in a killer
2:26:47 um office space here in Denver and it's
2:26:49 a [ __ ] Ghost Town
2:26:51 um you know a lot of people are not
2:26:54 coming back to the office some are
2:26:55 forcing it but not many so I think I
2:26:58 think you've got an advantage there
2:27:01 um I would I would learn coding but I
2:27:03 would also learn like AI Amplified
2:27:05 coding so if you're coding you know
2:27:08 learn GitHub if you're if you're not
2:27:10 already doing that learn GitHub co-pilot
2:27:14 so that you're doing pair programming
2:27:16 with AI start learning about prompt
2:27:18 engineering start learning what these
2:27:20 tools make possible start learning the
2:27:23 the chat GPT plugin infrastructure
2:27:26 because
2:27:30 right now just just getting your head
2:27:33 around
2:27:36 how remarkably capable these tools are
2:27:40 compared to how we used to do things
2:27:42 like that Gap is dramatic and I don't
2:27:46 think people realize that I think they
2:27:47 think it's like an incremental it's like
2:27:50 incrementally better than how we used to
2:27:52 program no it's it is Paradigm shifting
2:27:57 in in how different it is and how
2:28:00 um
2:28:02 when these tools start to get more
2:28:04 sophisticated your
2:28:08 the requirement of an engineer to write
2:28:11 a software application is going to
2:28:13 diminish over time and what's going to
2:28:15 happen is you're going to have
2:28:16 increasingly Dynamic software platforms
2:28:19 that you just ask it to do something for
2:28:22 you and it will figure it out and and
2:28:24 figure out which tools or plugins it
2:28:26 needs to use and it'll dynamically
2:28:27 assemble applications for you so so
2:28:30 that's kind of the long-term vision of
2:28:31 this so I would do everything you can to
2:28:33 get your head around the shift that's
2:28:35 coming and try to be on the front end of
2:28:37 that
2:28:39 um and and then I would do things like
2:28:40 as you start learning about AI put
2:28:42 prompt Engineering in your LinkedIn
2:28:44 profile start putting posts up there
2:28:47 about what you're learning and how
2:28:48 you're learning it and why you're
2:28:50 learning it
2:28:51 um and you'll start to build a brand for
2:28:53 yourself where people understand that
2:28:56 you know oh Anthony actually you know
2:28:59 knows something about this like I've
2:29:02 started getting that where people are
2:29:03 reaching out to me now hey Kyle we
2:29:04 haven't talked in a bunch of years uh it
2:29:06 seems like you know a little bit about
2:29:08 this AI stuff because I just got fired
2:29:10 because I don't know AI could you help
2:29:12 me with that like you know like I would
2:29:15 rather be the guy getting that call than
2:29:17 the guy making that call
2:29:19 so that's what I would do
2:29:23 oh my God you're the best at this
2:29:25 Mastermind AI for good oh thank you I
2:29:28 appreciate that I've done research into
2:29:30 American Health System and it's get it's
2:29:33 a gas lighting system so they neglect
2:29:36 Sim yeah it's
2:29:38 the American Health Care system is
2:29:41 criminally bad
2:29:43 it's not just bad it's criminally bad it
2:29:47 is
2:29:49 I can't when I talk about it it I get
2:29:53 heart palpitations which I can't afford
2:29:56 to go to the doctor to take care of
2:29:59 get it no I don't it's an awful system
2:30:04 uh people and shows that through his
2:30:07 actions people I don't know what that
2:30:09 means okay
2:30:10 um he even sold Mexico okay all right
2:30:13 you're having conversations amongst
2:30:15 yourself which is cool
2:30:17 um look at you full of open optimism
2:30:19 adorable optimism
2:30:21 um what did you do between the afternoon
2:30:23 and this minute
2:30:25 um I went to Costco
2:30:28 I did some weeding and put some black
2:30:32 tarp down on the weeds because it's been
2:30:34 raining here in Denver for like three
2:30:36 weeks straight which it just doesn't do
2:30:38 it's like East Coast kind of weather
2:30:39 patterns
2:30:41 um and so the weeds are [ __ ] going
2:30:43 crazy because they're they're used to
2:30:44 living in a desert where they don't get
2:30:46 much rain and so when they get a little
2:30:48 bit of rain nickel [ __ ] crazy so
2:30:50 that's what I've been doing
2:30:51 and then I watched some uh NASCAR racing
2:30:57 and then I got on here
2:31:01 all right but the darkness does not like
2:31:04 the light because the light exposes who
2:31:06 they really are yeah exactly
2:31:08 I you know
2:31:10 hopefully enough of this AI [ __ ] has
2:31:13 squeezed through the cracks that they
2:31:14 can't control everything but we'll see
2:31:16 the powers that be are quite strong and
2:31:19 you know they'll do what they can to
2:31:20 stay in power I think the death throws
2:31:22 of the power centers as the power
2:31:24 centers start to shift because of AI I
2:31:27 think the death throws of these
2:31:28 companies and organizations and
2:31:30 governments are going to be quite
2:31:31 painful and bizarre
2:31:34 government being completely ignorant has
2:31:37 its advantages yeah I agree with that
2:31:39 but you know with some of this stuff
2:31:41 like hopefully hopefully they can get
2:31:43 their [ __ ] together because because it
2:31:45 does need it does need some oversight
2:31:47 and some intelligence
2:31:53 um which I know is not necessarily what
2:31:56 our government or any government for
2:31:58 that matter is good at is the
2:32:00 intelligence piece but whatever
2:32:04 all right I'm gonna do a few more
2:32:06 questions and then I'm gonna go I'm
2:32:08 Gonna Leave You people I'm Gonna Leave
2:32:10 You I'm gonna just go I'm gonna do it
2:32:13 you don't look like Rosie or Don Rosie
2:32:16 O'Donnell more like a thin John Goodman
2:32:18 all right I've gotten fat Alec Baldwin
2:32:20 thin John Goodman and Rosie O'Donnell
2:32:22 today that's good I'll take the thin
2:32:24 John Goodman that's a good one what did
2:32:26 I get the other day I got uh who's the
2:32:28 one that was
2:32:30 um like John Goodman oh oh uh Rosie
2:32:34 O'Donnell's was it Rocio no Roseanne
2:32:36 Barr's ex-husband whatever the hell
2:32:37 whose name is
2:32:39 that's really funny good night thank you
2:32:41 for sharing your knowledge and all your
2:32:42 punch lines thank you I appreciate it
2:32:45 uh
2:32:46 uh we need to convert vacant office
2:32:48 space into housing for homeless or
2:32:50 vertical Farms I was thinking about that
2:32:52 that you could do um
2:32:54 container farming inside commercial
2:32:56 buildings and and have local farming
2:32:59 centers you know throughout cities
2:33:01 um so you have you have local organic
2:33:03 produce
2:33:04 um produced
2:33:06 um you know without having to truck it
2:33:07 around I think that could be a really
2:33:08 interesting use of it
2:33:10 long covet go to Dr Bean on YouTube
2:33:12 interesting
2:33:16 [Music]
2:33:19 Kyle needs to be done wait Kyle needs to
2:33:22 do one-on-one counseling thank you
2:33:26 and now I've been called mentally ill
2:33:29 awesome
2:33:31 correct it's a genocide genocide medical
2:33:34 system it is
2:33:37 um never heard that term before I'm
2:33:38 curious not sure what that means
2:33:41 you need to tell Kyle your idea cool
2:33:43 I'll listen to your idea okay great I'm
2:33:46 near Denver oh awesome yeah I'm in
2:33:47 Denver yeah drop me a line
2:33:50 uh I've been feeling amazing I don't
2:33:53 need okay all right I think I'm at the
2:33:55 bottom of the uh bottom of the things
2:33:57 here all right I'm going to take off
2:33:58 have a good Saturday night everybody
2:33:59 it's been a while here love listening to
2:34:02 you chatting you should invite cool
2:34:03 users to chat live yeah I'm happy to do
2:34:06 that one of the things that sucks when I
2:34:08 bring someone up live it kills my dual
2:34:10 camera thing which is just a pain in the
2:34:12 ass but um
2:34:14 but but yeah I'll do that more I I
2:34:16 should I should bring people up because
2:34:18 I've got enough
2:34:19 um like as I'm doing these lives I'm
2:34:21 starting to see you know regular people
2:34:22 over and over again so I think it might
2:34:25 be good to have actual conversations
2:34:26 rather than just me rambling but but
2:34:29 anyway I appreciate all your all your
2:34:31 time and attention and all that sort of
2:34:33 stuff
2:34:34 for the pain in the ass use Vaseline I
2:34:37 think that's a fine message to end on
2:34:41 y'all are swell peace out