Mar 16, 2024 - Unpacking AI: Embracing the Future of Technology and Humanity

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Chapters

Transcript

0:03 come on come
0:07 [Music]
0:22 [Music]
0:28 [Music]
0:29 on
0:33 [Music]
0:38 change seems
0:40 theams Bunch D
0:44 CLS get my nve up but my past is pulling
0:48 me
0:52 down
0:54 Long Black
0:56 Sheep
0:59 around
1:03 happy Saturday night
1:07 everybody champy says
1:11 [Music]
1:29 hello
1:33 [Music]
1:37 [Applause]
1:38 [Music]
1:43 in a Westerly
1:47 Direction this car is my
1:51 train I've been driving I've been
1:55 [Music]
1:56 wondering is I'm running from
1:59 again
2:02 feel like an anyy old
2:05 man holding on to
2:09 29 dou a head on that
2:13 [Music]
2:14 Horizon is a California
2:17 [Music]
2:25 line okay happy Saturday Night Live we
2:30 got Saturday Night Live sorry I'm a
2:31 little late had to take the boys up to
2:34 Boulder going to see Dune 2 with the
2:38 friends and of course you know they
2:40 planned it for four and
2:42 then
2:45 cuz cuz they are the age they are they
2:48 got it together by
2:50 [Laughter]
2:53 eight ah youth ah
2:59 youth
3:00 [Music]
3:09 so if you're new here my name is Kyle
3:11 Shannon I see you drank the bottle on
3:13 the Shelf no this is this is the old
3:16 one that's the new one I haven't had any
3:20 any of the new ones since
3:22 uh I haven't had any of the new one
3:24 since uh since I cracked
3:26 [Music]
3:29 it
3:34 [Music]
3:58 the tea tonight is English breckfast tea
4:02 hot it's steeping right
4:05 now cuz there wasn't coffee and I didn't
4:08 have time to make it cuz I was late so I
4:09 just heated up water
4:12 um and a water lovely Rocky Mountain tap
4:16 [Music]
4:18 water he's your singing pal he's such a
4:21 good dog he's a good dog that dog you
4:24 know he's one of those dogs where you
4:26 want to hate him but then he
4:29 sings and it's just
4:35 cute okay because I've been driving for
4:38 the past hour I have nothing in my brain
4:41 so why don't we let you
4:43 all just ask some questions tell me what
4:46 you got going on with AI what are you
4:48 worried about what are you thinking
4:50 about what are you excited about what
4:51 have you done where are you
4:55 stuck and then what I'll do is you put
4:58 those questions and request in and then
5:01 I'll just ignore it and answer what I
5:02 want anyway it's the way it works around
5:08 here is Chad add it's like there's an
5:12 agenda why did it keep doing that
5:15 no why does it keep doing that I don't
5:19 like
5:22 it look at Infinity AI script to video
5:27 all
5:29 right
5:30 Infinity AI script
5:35 video well since I accidentally flipped
5:38 my screen why don't we just go there now
5:40 and
5:41 looked and
5:44 looked the hell is going on with my I'm
5:47 I'm I'm I'm not quite here people I'm
5:51 not quite here I'm a little
5:52 disassociated as they say um
5:56 Infinity AI
5:59 script
6:02 uh to
6:09 video It's A Y
6:13 combinator type a script to get a movie
6:19 out our Tech is a work in
6:26 progress try on Discord got it
6:34 join Infinity AI this I have a feeling
6:37 it's going to be getting
6:40 started go to the general Channel type
6:44 SL AIS script to
6:46 video and then put your prompt in the
6:50 Box well how big are these
6:55 scripts oh I see like talking script to
6:59 video
7:01 AI startups are the future you're
7:03 ignoring Healthcare shath Gary's right
7:06 AI isn't
7:13 everything have you heard of memoral yes
7:16 everyone is talking about it I see
7:21 interesting all right so we'll go slash
7:25 AI script to
7:29 video generate a video from an AI
7:31 generated script
7:34 um let's
7:40 go young
7:43 Tom
7:54 Cruz
7:55 argues
7:57 with Keith Urban
8:02 about the
8:03 laws of
8:08 gravity we'll see what's in the box
8:12 what's in what box what you talking
8:14 about what you talking about
8:16 Willis
8:28 Gary
8:30 oh okay this th this
8:32 is so they've got a handful of they've
8:36 got a handful of uh pre-done
8:39 avatars chamath they got the guys from
8:44 Jason
8:45 cis's podcast
8:48 thing so they got some pre canned
8:50 characters you write a script that then
8:53 picks two of their characters at random
8:55 th this this is something you could
8:57 probably knock out in uh
9:01 with uh zapier and a and a call to hey
9:06 Jen API or did pretty quickly um this
9:12 this is not all that interesting right
9:13 now it's just it's this is just a y
9:16 combinator this is they pitched an idea
9:19 although hang on there is some
9:21 potentially exciting news here so this
9:24 is I'm in Discord that's the rabbit uh
9:28 the rabbit Discord
9:30 Channel and there's there's a new
9:32 announcement so maybe they actually made
9:34 an announcement about
9:36 shipping General is there anything any
9:40 good announcement here any
9:42 announcements no God dang it when are
9:46 you shipping your stupid toy I want my
9:49 toy I'm in batch
9:51 one come on
9:58 people so select and generate refresh
10:02 script select and gener oh oh I got to
10:04 actually say select and
10:06 generate okay all right let's see how
10:10 quick this is done beep popop your video
10:12 generation is project in process it will
10:15 take two to three minutes all right
10:16 we're we're leaving there we we'll come
10:18 back to
10:20 it not ready not ready for nothing they
10:24 announced refunds oh yeah that's cute
10:28 Kevin I'm glad you put the smiley face
10:30 there cuz you know I'd have gone and
10:32 searched for that
10:36 [ __ ] um it does not look like there was
10:39 a there was a
10:43 uh someone on Twitter posted
10:46 that grock had been open source but it
10:49 wasn't it was just an old code
10:52 repository Oh Lordy do you use tea bags
10:57 seems a little personal Kieran
11:01 but yes yes I
11:03 do I I am full on white trash look this
11:07 is my uh my Kyle Shannon dreams mug that
11:11 that Ronda made for
11:18 me I thought it was supposed to ship
11:20 early March I knew it wasn't going to I
11:23 spit out my
11:28 Coco
11:38 oh yeah listen if if I can do nothing
11:42 else on this planet but give people good
11:44 spit
11:45 takes blow cocoa through your nose
11:48 that's that is my that is my one joy in
11:51 life is having comedic timing good
11:56 enough that I can catch people right as
11:58 they're taking a sip so the fact that I
12:00 can do that on a Tik Tok Channel really
12:02 makes me
12:06 happy
12:08 woo please don't make jokes while I'm
12:10 drinking
12:15 yeah
12:22 oh let's
12:24 see I thought that yeah okay that's
12:27 that what's anyone got going on who's
12:29 anybody have any
12:34 questions I had to step away and
12:36 couldn't see the text to vid AI can
12:39 anyone catch me up yeah it was crap it's
12:42 it's just early it's it's a they they've
12:45 got some
12:46 pre-selected avatars you could you could
12:49 knock that out well you could knock it
12:50 out in Discord probably over a weekend
12:53 which is what they
12:55 did and then they put up a a website
12:58 that says log into Discord channel to
13:00 try our our macro that you know makes
13:05 two API calls with some pre prean
13:09 avatars so I I mean I don't find it
13:12 remotely interest it's not far enough
13:14 along it could be interesting at some
13:15 point it's just not right
13:17 now all right here it is here's here's
13:20 the result so my prompt was a young Tom
13:23 Cruz argues with Keith Urban about the
13:25 laws of gravity gravity is
13:28 non-negotiable never argu with Newton
13:30 Gary well no better then it's settled
13:33 fine you win for
13:37 now so those are those th those are two
13:40 of their pre canned
13:42 avatars
13:45 um and then it writes a a dumb little
13:47 script so it is not it is not script to
13:50 film it is in a way script to film it is
13:55 prompt to shitty script
13:58 to pre can
14:01 thingies
14:04 um I feel like Dave
14:07 porty [ __ ] on [ __ ] on technology
14:10 [ __ ] on Pizza he's like ah it's a 2
14:13 point
14:14 2.4 there's people in there trying to
14:16 make their living He just flushed their
14:18 business down the
14:24 toilet oh
14:28 man uh uh uh
14:31 uh all
14:33 right the daily Jank is way better than
14:36 that yeah
14:40 exactly that was that was not software
14:43 that was a couple of prompts being sent
14:46 from a Discord
14:48 robot but they're friends with people at
14:50 y
14:52 combinator do you think we're at a Y2K
14:55 moment year 98 for
14:58 AI if you you want to start an AI
15:01 business that's a good
15:05 question
15:24 um I think the
15:26 only AI business that
15:31 makes sense to start right
15:34 now is a
15:38 well if you if you can raise
15:42 billions go start a company and and do
15:45 like a foundation
15:47 model but if you're someone who's going
15:50 to do what these guys did right here
15:53 where they took did or hey Jen I I
15:58 guarantee you that's did or hey Jen it's
16:00 probably hey
16:02 Jen they're doing two API calls to hey
16:05 Jen they're they're doing a call to open
16:08 AI to generate the script they then send
16:11 they they then randomly choose one of
16:14 their 12 characters that they've got pre
16:17 baked they send it to H Jen they Stitch
16:20 it they they get the videos back from H
16:22 Jen they stitch them together using FFM
16:24 Peg or some stupid [ __ ] like that and
16:27 then they dump it dump it to a file if
16:30 you're doing [ __ ] like that I don't
16:33 think it makes sense to start a business
16:35 right
16:35 now because this
16:38 business the
16:40 minute gemini or chat GPT or any [ __ ]
16:46 of them St stability AI the minute any
16:50 of them go full multimodal you'll just
16:53 be able to do that natively within chat
16:55 GPT so until we see what's the
17:02 next what's coming from open AI like
17:05 like it's been a while since we've heard
17:08 anything significant from them so I
17:10 think we're going to hear something big
17:12 I think that the the thing that you
17:14 could start in the next two years fairly
17:17 safely is a service business around AI
17:20 strategy and AI operations AI
17:24 execution so if you're really good with
17:26 ideas and and solving problems take it
17:29 at a higher level if you're really good
17:30 with security and UPC and and and you
17:35 know AI
17:37 operations then start a start a you know
17:40 affirm to do that and I think
17:46 those I think companies for the next
17:48 five years are just going to be
17:50 desperate to figure this stuff
17:54 out but I don't I don't know that I'd
17:56 start a technology company right now I
18:00 just it's
18:02 like I just feel like you're waiting for
18:05 the shoe to fall that the company that
18:08 you built that's revolutionary today is
18:11 going to become a feature inside of the
18:13 new chat
18:14 GPT that's included for 20 bucks a month
18:17 like I don't know how you compete with
18:22 that if you've
18:25 got really interesting proprietary data
18:30 maybe there's something there where
18:32 you're not really relying on the
18:35 latest super high-tech technology but
18:38 but you're doing something with specific
18:39 data that could be interesting you know
18:42 you're doing something with branded
18:43 media content or you're doing something
18:45 with medical data legal data government
18:51 data or maybe not government data
18:54 government data that's not publicly
18:58 accessible
19:01 I don't know that's a good question it's
19:02 a really good
19:04 question it's it's so good a question I
19:08 don't have an answer for it I answered
19:10 it but you'll notice like a good
19:13 politician I didn't actually like I
19:15 don't [ __ ] know I don't
19:18 know no I'm looking at a service-based
19:20 AI business I think right now is the
19:22 time to do it drew I think yeah listen
19:25 you're curious you show up you're
19:27 consistent um if if you've got the
19:29 ambition to do a service business I
19:31 think it's absolutely the time to do
19:33 that and the thing that I would do Drew
19:36 is I
19:39 would you can help people get their AI
19:43 [ __ ] together but your business should
19:46 be fully committed to AI like how you do
19:49 everything you should turn things around
19:52 faster you should do analysis faster you
19:54 should be able to do it cheaper than
19:56 someone else doing something similar
19:59 like really lean into it um how did you
20:02 get the link to the rabbit R1
20:06 Discord I don't know I think from their
20:09 Twitter
20:10 page let me go look let me go look hold
20:15 please
20:17 rabbit we are going to the
20:20 rabbit
20:23 R1 site Mr rabbit
20:27 rabbit oh I put r i it's different than
20:34 R1 rabbit
20:37 Inc rabbit Tech is their web rabbit.
20:41 Tech is their
20:44 website and then if I scroll to the
20:48 bottom is there Discord there hang
20:53 on rabbit o research policy
20:57 press fact
21:04 updates I don't know where there stupid
21:07 Discord is hang
21:10 on
21:14 um rabbit
21:18 R1
21:22 Discord let me Google that for
21:28 you
21:30 I I honestly don't
21:38 know I'll tell you what I'll
21:49 do let's see invite
21:53 people
21:55 copy so I'm going to hop over to the AI
22:05 salon and I think I'll drop this where
22:08 do I want to drop
22:11 this I'll drop it in water
22:18 cooler I'm going to go to
22:22 so if you're not part of the AI
22:27 Salon go
22:30 here the salon. a that's going to take
22:33 you to not that link tree hang
22:37 on
22:39 the salon. it's going to take you to
22:42 this link tree and click on this top one
22:45 AI Salon
22:48 community and that will drop you in in
22:51 here and the first thing I do want you
22:53 to do if you're new here is go to the
22:55 welcome to the salon section and read
22:57 about the salon read about who we are
22:59 and what we
23:02 do super quick read and then it talks
23:04 about our values like curiosity
23:06 generosity exploration collaboration
23:09 inclusion empathy and gratitude go read
23:12 about all that [ __ ] make sure that
23:13 you're down with what we're up
23:15 to and then over in the community
23:18 section there's a there's a section
23:20 called water cooler and in the live chat
23:23 I'm going to make a post that
23:25 says
23:27 someone
23:30 asked about the
23:34 rabbit R1
23:37 Discord site or
23:41 server
23:43 here's and
23:46 invite
23:49 Bang all
23:51 right WI a win a chicken
23:55 dinner you can go watch a bunch of
23:57 people talk about hard where that
23:59 they're speculating on it's it's it's a
24:02 completely useless server I the only
24:04 reason I pay attention to it is for the
24:05 announcements Channel which is painfully
24:09 [Laughter]
24:13 empty we have shared a a general
24:16 Community update in general and it's
24:18 it's just some [ __ ] so
24:21 anyway that's that that's that hello cam
24:25 katkin cam katkin good day to you
24:30 I'm 100% right uh that's what I'm
24:32 providing strategy operations and
24:34 execution there you go no I'm looking at
24:36 a service business yep there you go
24:38 create a real Sora competitor billions
24:41 absolutely agree with that merchandising
24:43 merchandising this is why I keep my
24:46 technology on
24:49 paper now's the only time I can
24:52 think but I wouldn't risk my investors
24:55 dollars for it oh wait now's the only
24:58 time
24:59 it can run I
25:02 think I don't know what you're talking
25:04 about
25:07 there uh there was the question about
25:09 the rabbit
25:16 Discord cam katkin sorry I'm late I was
25:19 late too Kim you're later than me that's
25:22 that's bad that's really a
25:24 situation we're going to have to talk to
25:26 the
25:27 Provost
25:30 oh it's exhausting it's exhausting
25:33 running a
25:41 university does he run a university he
25:43 doesn't he doesn't seem like he is he an
25:46 administrator he's he's he's an
25:49 administrator in it but it's called the
25:51 it's it's called the lab it's not he
25:53 doesn't call it a university it's called
25:55 the AI learning lab and it it does not
25:58 doesn't seem like a an institution kind
26:00 of
26:02 name what what are his qualifications
26:08 [Applause]
26:17 anyway you can make money
26:22 with Drew's going to make money with
26:24 chat
26:25 jpt just hang out a shingle I'll teach
26:28 you how to teach how to run chat GPT
26:31 people be like I want to
26:37 know can you just suggest a place to go
26:41 for
26:43 beginners like just learning about AI
26:46 yep here is one keep showing up here
26:49 that's what we do here um and then the
26:52 salon that I just talked
26:55 about the salon. a go to the that URL
26:59 and click on the first link to the
27:02 community and introduce yourself and
27:05 you'll notice that there's a whole
27:06 Community section there's a show and
27:07 tell area where people are showing off
27:09 their work and then there's guilds
27:11 there's a creative Guild a technology
27:13 Guild a business Guild and a social
27:15 impact Guild and there's all sorts of
27:17 different spaces and subcommunities in
27:19 each of those
27:21 guilds and just go start introduce
27:26 yourself and start connecting with
27:27 people right now
27:29 Andrea one of the most important things
27:34 um for getting started is to to be
27:37 around people who are doing this because
27:40 everyone's trying to figure it out right
27:42 now well not everyone everyone who is in
27:45 AI right now is trying to figure it
27:50 out or we teach ai.com that might be
27:53 good
27:55 too that might cost you money but I
27:58 don't know
27:59 someone just posted that but you should
28:02 be in community and and the other thing
28:05 to do with this AI stuff is start with
28:08 chat GPT speaking of higher education my
28:11 my school is cautiously embracing AI for
28:14 students and faculty really that's
28:17 exciting cam thank you thank you
28:19 whatever University you work for or work
28:23 or are near or
28:25 goto I don't know your relationship with
28:28 them but that's cool
28:33 good I
28:37 am relatively apoplectic about our
28:42 education um
28:45 institutions not jumping all over this
28:47 AI
28:49 stuff but that's where we are that's
28:53 where we
28:57 are
29:03 oh yeah I've got a series below if you
29:05 want to start with the series that'll
29:07 teach you some things it's it's it
29:10 doesn't go deep into anything but if if
29:12 you want to understand like why this AI
29:14 is a big deal how these tools actually
29:16 work how to use them and not get
29:18 overwhelmed by them that's that's what's
29:20 in the uh in the series called
29:22 underhyped
29:26 um but just start just start
29:29 and in fact let me show you something do
29:30 looks like someone introduced themselves
29:32 great first thing you're going to do
29:33 check out the you know what we're about
29:36 then go to introduce yourself and
29:38 introduce yourself use your real name by
29:40 the way use your real
29:41 name um who whoever BS
29:46 is it's a funny name uh but it one of
29:50 the things that that we encourage and
29:52 are requesting is people use their real
29:53 name so you can actually get to know
29:55 people um and then below below introduce
29:59 yourself there's a section called AI
30:01 Launchpad and tools and this list where
30:04 do I start quick start and Tool
30:07 recommendations this is a page that I
30:09 curate and so these first three
30:12 instructions play solve and share are my
30:17 recipe for how you get AI literate and
30:20 the first one is literally play just go
30:22 play with as many tools as you can don't
30:25 act like you have to learn it like you
30:26 have to learn a programming language you
30:28 don't have to be nearly as technical as
30:30 you think you do with these tools go to
30:33 sunno Ai and write a
30:37 song you're like but I'm not very
30:39 musical no you just tell it to write a
30:41 song and it will write a song go to chat
30:44 jpt and have it write you a a recipe for
30:48 I don't know a tofu based lasagna and it
30:52 will do that just go play play play play
30:55 play play play play then the solve is as
30:58 you start to understand what the tools
31:00 are and what they can do by playing then
31:02 you can start to solve problems and and
31:05 solve them for other people a friend
31:08 who's starting a business or something
31:10 at work or something for your community
31:13 group and maybe they need to come up
31:16 with a marketing plan hey would you mind
31:17 if I do that for you for free using AI
31:19 I'm I'm trying to learn how to use it
31:21 yeah whatever and then you know 2 hours
31:23 later you give them a complete marketing
31:25 plan that they thought they were going
31:27 to have to spend $10,000 for how'd you
31:30 do that oh I just used AI right and then
31:33 the third one is share talk about it
31:35 talk about it on LinkedIn talk about it
31:37 with your family talk about it with your
31:39 friends oh M you're going everybody
31:42 hates it when I talk about AI [ __ ] them
31:45 talk about it anyway put yourself out
31:48 there as someone who's learning about
31:50 this stuff because if you're actively
31:52 learning about AI for the next year you
31:57 are an expert
31:58 period end of
32:01 story it's that simple if you're curious
32:04 and engaged and learning about this
32:06 stuff you know as much as most people on
32:09 more more than most people on the planet
32:12 and as much as a lot of the people that
32:14 call themselves
32:18 experts and then the below that is just
32:21 a big giant ass list of tools to go play
32:24 with all of the tools that I have on
32:26 this list are tools that won't waste
32:27 your time
32:29 the very first tool on the list is chat
32:32 GPT if you are not chat GPT literate and
32:36 I know it's [ __ ] ridiculous every
32:39 everyone talks about chat gbt what do
32:41 about chat gbt chat gbt chat gbt you can
32:44 make money
32:47 with it's just better it's just better
32:50 than the other stuff right now now
32:51 that's changing
32:53 quickly there are now
32:57 four
32:59 things that are in the neighborhood of
33:00 chat GPT there's Claude 3
33:03 Opus there's Gemini 1.5 Pro both of both
33:07 of those have a little bit of limited
33:08 access cuz you know the one's behind a
33:10 pay wall and the Gemini one is behind a
33:14 you have to be you have to apply for it
33:17 basically and then there's PI from
33:20 inflection and those three are competing
33:22 with chbt but just start with cha chbt
33:25 pay the 20 bucks a month if you can at
33:28 all afford it the 20 bucks a month for
33:30 chat GPT plus gives you internet access
33:34 it gives you this thing called code
33:36 interpreter which is Advanced Data
33:37 analysis which sounds really geeky and
33:39 awful but it's actually quite remarkable
33:43 once you understand what it can do it's
33:46 got GPT Vision you can upload images
33:49 like take a picture of a whiteboard and
33:55 it'll parse it it'll it'll understand it
33:58 it can generate images and then you can
34:00 create and share custom gpts which are
34:03 fullon customized versions of chat GPT
34:06 that you can share with the world that
34:08 you
34:09 publish um you can't really make money
34:11 with them right now but that should be
34:14 coming but anyway that's where to start
34:17 all
34:18 right and then just keep coming back
34:20 here just keep coming back just keep
34:22 coming back just keep coming
34:24 back but I haven't learned anything yet
34:27 tonight it just seems like you're
34:28 talking to the camera that's how it goes
34:31 sometimes this is Chad
34:32 add sometimes you come in here and it's
34:35 like one bomb after another like boom
34:37 boom boom boom you're like oh yeah bring
34:39 it on Kool-Aid other nights you're like
34:42 is Kyle
34:47 drunk I'm part of our group from our
34:49 faculty Senate writing best practices
34:51 for AI use for the coming year that's
34:53 awesome cam um cam go check out um if
34:57 you haven't seen it yet go look for the
35:00 city of Boston's um generative AI policy
35:05 I think it's
35:06 called let me see if I can find
35:09 [Music]
35:11 it city of
35:17 Boston Boston
35:19 AI
35:25 guidelines yeah
35:28 city of Boston AI guidelines it'll take
35:30 you to boston.gov
35:32 interim guidelines for using generative
35:35 AI they did this on May
35:39 18th how do you make your own GPT all
35:42 right we'll go we'll go make one I will
35:44 show you how
35:47 um this is just a really good document
35:50 cam
35:51 um that just talks
35:53 about what they are that they
35:56 hallucinate how they work and it it was
35:59 this is Boston was the first city that I
36:01 know of that put out an official you
36:04 know for the city of Boston here's our
36:07 position on chat GPT I think it's a
36:09 really good um starting point so if if
36:13 you're if you're being asked to put
36:15 together guidelines it's a
36:17 it's pop it into chat GPT and say change
36:21 this for my University and update it
36:23 with all the latest thinking um you
36:26 could probably get to a pretty good
36:27 first
36:31 dra all right let's
36:35 go let's go look at that city of Boston
36:41 guidelines it's very very
36:44 cool all right we are going to go to
36:47 chat
36:48 Jay we're going to teach people how to
36:51 make a
36:52 JPay
36:54 GPT no chat. open
37:00 okay so if you don't know what a GPT
37:07 is in order to use one you have to be
37:10 part of you have to have a chat GPT Plus
37:14 subscription you will hear people talk
37:16 about gp4 chat
37:20 gp4 and occasionally someone will talk
37:23 about chat GPT
37:26 plus they're all the same well they're
37:28 not all the same thing but they're kind
37:30 of synonymous you can't get
37:32 to gp4 without a subscription basically
37:37 um so how you get to that is you go to
37:39 your name in the lower leand corner you
37:41 go to my plan and then the Plus Account
37:45 is the one for how you get to chat GPT
37:48 um 4
37:50 okay once you're in there you now have
37:53 these things called gpts and and I can
37:55 click on this one called explore GPT
37:59 and have they changed anything here not
38:03 yet no and then I can search for them so
38:05 I'll show you my very first one I made I
38:08 made a a GPT called Sin City
38:12 sipper and this is it and I don't think
38:15 it's got any reviews yet no oh look oh
38:18 my my tarology deck more by Kyle Shannon
38:22 so I also created a a deck called
38:25 tarology which combines astrology with
38:28 the Tarot deck and turned it into a a a
38:31 reading GPT it's pretty cool tarot
38:34 divination and astrological wisdom it's
38:37 pretty fun okay so if I go to Sin City
38:42 sipper you'll notice that there's some
38:44 pre-written what they call conversation
38:46 starters down here so show me a new
38:49 fangled oldfashioned what Sin City
38:51 sipper is is it takes classic cocktail
38:54 recipes and gives them a Vegas twist
38:56 this was the very first GPT I created it
38:59 took me about 10 minutes I did it on one
39:01 of these
39:02 lives
39:04 and I just got access to to G to this
39:09 feature while I was live and so we just
39:11 did it live so this the very first one I
39:13 made and so what it does is I can I can
39:18 type in a thing like I'm having a party
39:20 what's oh we're we're near St Patty's
39:22 days are we on St Patty's days when is
39:24 St Patty's days um I want
39:29 a super
39:32 interesting
39:35 whiskey
39:37 based St
39:40 Patrick's Day
39:46 cocktail and what Sin City sipper will
39:49 do is give me a unique
39:54 custom uh recipe what it's actually
39:56 doing right now is it's creating the
39:58 image of it first um I told it not to do
40:05 that what does the a in AI mean
40:10 artificial and the I means
40:19 intelligence I don't really know what to
40:21 say about
40:23 that it's just basically these machines
40:26 have been modeled after the way our
40:28 brains work and they're trying to make
40:30 it happen it's it it it would be more
40:32 accurately called machine learning um
40:35 all the stuff that we're playing with
40:36 but all right so what did it give us
40:39 your St Patrick's Day celebration with
40:41 the Emerald
40:43 Isle whiskey
40:45 twist Irish whiskey chartreuse
40:48 interesting lime juice simple syrup
40:51 Bitters and a mint sprig that doesn't
40:54 quite look look like what it would look
40:56 like with those ingredients but that's
40:59 okay um but anyway so that's what this
41:02 thing does it's just a it's just a
41:04 single purpose you know thing and the
41:08 the way I've got it set up if you ask it
41:09 to do things other than this it should
41:11 tell you it can't do that um but but for
41:16 example somebody sent me after the Super
41:20 Bowl they sent me a
41:26 um oh
41:32 okay I I I couldn't figure out why you
41:35 were asking it Pate I I should have
41:37 known you were just being a smart ass
41:39 but thank you for being a smart
41:42 ass I'm like why is p asking that there
41:45 must be some maybe some paper came out
41:48 today that they're they're changing the
41:50 the a to mean something else now or it
41:53 was a joke so I'm glad it was a
41:56 joke
41:58 um somebody used Sin City sipper they
42:01 took a picture of their booze cabinet of
42:04 of like the bottles in their booze
42:06 cabinet and they said make 50 drink
42:09 recipes Super Bowl themed drink recipes
42:13 for my guests for a Super Bowl party
42:16 using the booze that's in my booze
42:18 cabinet and it did it and it gave them
42:21 like a a table of of drink names that
42:23 they turned into um a menu and then
42:26 people at the Super Bowl party could
42:28 come up and ask for a drink and then the
42:30 bartender had all the recipes for all 50
42:32 drinks that were just of the booze that
42:34 was was available really amazing right
42:37 so so anything that you're interested in
42:40 can become a
42:42 GPT um oh I got one okay so we're going
42:45 to go make one now so how you find them
42:48 is you go to explore
42:52 gpts and you can just scroll through a
42:54 big list of them you can search for them
42:56 you can search on topic it's not it's
42:58 not a great directory right now but if
43:01 you want to make a new one you go in the
43:04 upper right hand corner you say
43:05 create and then it takes you to this
43:08 page with a lot of fingerprints on the
43:10 screen
43:11 see these are these are all where I
43:15 touch I'm a very tactile teacher
43:18 apparently um on the right hand side of
43:20 the screen you have this preview this is
43:22 where when you create your GPT you're
43:24 going to be able to test it on the left
43:26 hand side of the screen is where you
43:28 configure it or where you create it and
43:30 so there's there's two tabs create and
43:33 configure we're going to start with
43:34 create because configure while it's very
43:38 very simple and it doesn't actually
43:40 require any coding it's a little more
43:42 complicated like you can upload a
43:44 picture you have to come up with a name
43:46 a
43:47 description instructions which is
43:49 actually your prompt right there's not a
43:50 lot of uh instructions on what to do
43:53 with the instructions uh you can search
43:56 for AI salon and see a bunch of gpts by
43:59 folks in this group too oh cool yeah
44:01 search for hash AIS Salon I I need to go
44:04 hashtag all my my gpts up that's a great
44:07 idea Corey um so just don't worry about
44:10 configure right now we'll come back to
44:11 that but we're going to go to
44:13 create and what we're going to
44:17 do is we're going to
44:19 say I want to create a
44:25 GPT for the
44:29 um Dune
44:35 movies that will let someone
44:40 learn about
44:42 them geek
44:45 out and even play trivia
44:54 games and so it says updating GPT so
44:58 it's building it so if you notice on the
45:00 right here it just still says
45:02 preview but here in a few
45:05 seconds it
45:15 won't a guide to trivia a guide and
45:17 trivia partner for the Dune
45:19 movies um tell me about the Dune
45:23 universe so if I click on that it it re
45:26 pre-wrote some little conversation
45:29 starter
45:31 questions created in 1965 by Frank
45:34 Herbert was the book at the core the
45:36 Dune Saga right so it's telling us
45:38 little things there and then we say how
45:41 about calling it Dune Explorer and I'm
45:43 going to say okay
45:46 fine and then it should yeah updating
45:50 GPT now it says generating a profile
45:53 picture so it's going to create a a
45:55 picture for our
45:59 our GPT
46:01 here all right that's lovely but I don't
46:05 like that how about a
46:12 sandworm generating profile
46:26 picture
46:28 I love that you're all just chatting
46:30 with each other down in here it's pretty
46:32 cool all right there's our sandworm
46:34 doesn't at all look like a sand worm and
46:37 dune
46:38 um it needs to look more
46:46 menacing
46:49 it's
46:51 it
46:53 can eat
46:56 you
46:59 [Laughter]
47:03 did you see Neil degrass Tyson talking
47:06 about um the whole premise of Dune is
47:09 all [ __ ] up because if you pound on
47:11 Sand the the one thing that s uh sand
47:15 just simply doesn't do is transmit sound
47:18 it's like if there you go there's a good
47:20 scary sandworm there we go nice so it go
47:26 perfect
47:28 I can't believe it did something that
47:30 aggressive which is good that's that's
47:32 what we
47:34 want all right let's dive in a bit
47:38 deeper but anyway so we now have this
47:41 thing called Dune
47:43 Explorer a guide for trivia and then
47:45 it's got these little starter questions
47:47 I can now go over to the configure Tab
47:51 and you'll notice that all of this stuff
47:54 is filled out for us right so here's the
47:56 description
47:58 here's the here here's the
48:00 prompt um you can you can add to this
48:03 prompt so I could say
48:07 um follow these
48:13 rules
48:16 whenever you give
48:21 someone a
48:25 description of
48:28 part of the story or
48:32 movie create a 16
48:37 by9
48:41 um storyboard
48:48 frame that brings that
48:51 scene to
48:56 life
48:57 all right so now when I come over
49:02 here share a fun fact about Dune I'll
49:05 click on that
49:10 one the iconic sandworms known as
49:13 the is the shy huded by the Freeman play
49:17 a crucial
49:19 role something about the spice the life
49:23 cycle of the sandworm it's giving us all
49:25 sorts of stuff the did it give
49:29 us
49:31 um when do we first see
49:39 them
49:42 in the
49:47 movie now it's creating an image so
49:50 we'll see what it we'll see what it
49:56 creates
50:05 and then I'll show you how to share
50:07 these live with the
50:11 world
50:13 nice there's our little scene from our
50:17 movie and then if you want to save it in
50:19 the upper right hand corner where you
50:21 clicked create before you say save and
50:23 then I can save it for just myself or I
50:25 can share it anyone who has the link can
50:27 play with it or if I click
50:30 everyone that will then save it to
50:34 the
50:36 store and so if you go right now to the
50:40 to explore
50:43 gpts and you type in Dune
50:52 Explorer you should be able to see my
50:56 what we just created here yeah do an
50:58 Explorer oh I'm not the only
51:04 one mine's the only one that has a nasty
51:08 worm everyone else got lazy theirs just
51:12 got the shitty the shitty scenes mine's
51:14 got the nasty worm
51:18 so that's how you make
51:20 gpts that's it it's simple you can make
51:24 money
51:25 with you can also when you go to that
51:28 configure page one of the other things
51:30 that you can
51:31 do is there's an upload button where it
51:35 talks about knowledge you can upload
51:37 knowledge to your GPT what's that
51:41 mean let's
51:43 say you have Grandma's recipe
51:46 book in a
51:49 PDF you can upload Grandma's recipe book
51:52 and tell your GPT to only use that PDF
51:55 for its source of
51:57 and you could make like a Grandma's
51:59 recipe GPT where you just ask it for
52:01 things and it'll pull her recipes up out
52:04 of the out of the PDF it's really it's
52:06 really slick very very sophisticated
52:09 with for like zero programming
52:12 requirement zero zero not like zappier
52:17 which claims to be a no code development
52:19 tool but it really requires you to
52:22 understand apis and programming logic
52:25 and um it's it's not as simple as as it
52:29 sounds which it can frustrate people
52:32 because they're like I thought this was
52:34 supposed to be easy well it's easy
52:36 relative
52:38 to learning to code but it's not easy
52:42 gpts are actually easy can chat GPT help
52:45 you make spreadsheets yes well make
52:49 spreadsheets it can it can analyze
52:51 spreadsheets it can make spreadsheets
52:55 so in in gp4 is a thing called code
53:03 interpreter so I can just
53:06 say
53:08 um
53:11 make me a table that
53:17 compares
53:19 um
53:22 movies
53:25 from each
53:31 decade
53:37 um
53:40 starting with the
53:46 70s and it will do that really
53:55 well
53:58 oh it's interesting what it did is it is
54:00 it picked
54:02 uh it picked the most iconic film of
54:05 each decade that's kind of cool I hadn't
54:08 even thought about that I mean that
54:10 wasn't what I was asking for but 70s The
54:13 Godfather 80s ET '90s
54:16 Titanic 2000s Lord of the Rings 2010s
54:21 Inception 2020s parasite that's
54:25 interesting but now I can just say
54:31 um
54:36 put this uh table in
54:42 an
54:45 Excel file I can
54:50 download and see where it says analyzing
54:53 here and if you open this
54:55 up what you actually see is that it's
54:59 writing and executing its own python
55:02 code so you can either upload a CSV file
55:06 full of data and have it analyze that
55:08 data or you can take anything that you
55:10 produce and you can have it generate a
55:12 Word document or an Excel document or a
55:15 CSV whatever you
55:17 need
55:20 um and so it just it does its
55:24 thing oh always expand out out put They
55:27 just added this they just added a toggle
55:29 thing here that or I haven't seen it
55:31 before where when it does what it does
55:35 it'll default to always expanding it I'm
55:37 going to I'm going to leave that on for
55:38 now and see if see if it bugs
55:40 me but the table has been saved to an
55:44 Excel file you can download it here so
55:47 the movies by decade Excel file if I
55:50 click on that it downloaded it and I go
55:53 over here
55:55 to my little
55:58 finder and I can just preview
56:02 that boom there it
56:04 is it's not formatted very pretty but
56:07 you can you can tell it to format it I
56:09 mean it's it's quite quite remarkable
56:11 this old chat JP Ty
56:22 thing you you all realized that Mr K had
56:25 chat GPT tell him about Dune one while
56:27 going to see Dune 2 well so here watch
56:30 watch how we can do this
56:34 so
56:35 iPad this is the official chat GPT app
56:38 so if you don't have the official chat
56:40 GPT app you should go get it it's
56:43 free be really careful when you go get
56:45 the chat GPT
56:47 app both Apple and Android stores are
56:51 full of Faker
56:54 apps make sure you get the official
56:56 official app from open
56:58 AI okay
57:01 okay um and then when you're in
57:04 here you can click on these little
57:06 headphones and you can talk to
57:11 it hey I'm heading to see the movie Dune
57:14 2 and I'm hoping you can catch me up on
57:17 the plot of Dune one cuz I can't
57:19 remember any of
57:24 it of course I'd be happy to help you
57:26 catch
57:33 up feudal houses overseen by the Pisha
57:36 Emperor the story revolves around the
57:39 desert Planet arus also known as dune
57:42 this planet is the only source of the
57:44 universe's most valuable
57:50 substance sorry you got cut off could
57:52 you start
57:55 over
58:03 hello can you start
58:06 over planets under an
58:09 emperor all right something says
58:12 connection failed tap to retry I think
58:14 my I think my uh chat GPT is has got bad
58:18 memory let's try
58:24 again hey I'm headed to Dune 2 and I
58:26 can't remember what happened in Dune one
58:28 can you catch me
58:35 up absolutely heading to watch Dune part
58:38 two without a refresher on Dune part one
58:41 might leave you a bit lost so here's a
58:43 quick catch up Dune part one focuses on
58:47 the desert planet of arus so anyway you
58:50 can do that yeah I know U Mr K I don't
58:52 know if you heard it but but Joker Joker
58:55 called you out and said you know Mr Mr K
58:57 did this cuz I just made a uh I just
58:58 made a dune GPT I don't know how much
59:00 you've heard um no that's a super cool
59:03 idea but did you know you could talk to
59:06 Chachi
59:07 PT if not you can this is why you need
59:11 to get curious get curious get curious
59:13 get curious just just play with these
59:15 tools and hang out with people that are
59:17 playing with these tools because they'll
59:19 figure [ __ ] out and tell you about it
59:21 you'll be like oh that's cool like Mr K
59:24 is a teacher an educator he's one of the
59:26 co-host of the education Guild in the AI
59:29 Salon um and he's super generous he's
59:32 got a Tik Tok Channel you should follow
59:34 his Tik Tok Channel Mr K all day is is
59:37 his uh thing did you reach a thousand
59:40 limit on Mid journey I don't think so
59:42 let me just quickly go look I didn't I
59:44 didn't play with it today I actually
59:46 just took some time and did nothing
59:49 which was really good I downloaded a
59:51 couple of Tik Tok
59:53 videos
59:55 um let me see
59:58 alpha. mid journey.com
1:00:03 sign
1:00:06 in let's see if I got it sign
1:00:11 in no apparently not because I think I'm
1:00:14 signed in am I signed in what's going on
1:00:25 here
1:00:41 no I don't have it
1:00:44 [Laughter]
1:00:47 yet I'm probably 208 right now hang on I
1:00:50 just heard champy needs something hang
1:00:52 on I'll be right
1:00:55 back
1:01:25 B
1:02:27 all
1:02:28 right there's a fake St Sora app now in
1:02:31 the iOS store I know and they've got T
1:02:33 they've got Tik Tock ads up you can now
1:02:36 use Sora in an app it's not
1:02:38 true it's really annoying but you
1:02:42 know you mentioned that zappier is
1:02:45 simple program and can chat GPT make
1:02:48 zaps yes the zapier has
1:02:53 incorporated uh chat gbt
1:02:57 into zapier So within zapier you can
1:03:01 just ask it to build you a GPT and it
1:03:03 will or not a GPT you can build a zap
1:03:07 you can say I want to create a zap that
1:03:10 um every time I receive an email from
1:03:12 this email address it you know comes up
1:03:15 with an answer or something like that um
1:03:17 and it will tell you which components to
1:03:20 put together and then you have to go
1:03:21 hook them all up or you know like log
1:03:24 into them all and give them their
1:03:25 instructions so um so it's in there
1:03:28 right now um there's a plugin in chat
1:03:32 GPT if you've got chat GPT plus you have
1:03:35 access to plugins but plugins are going
1:03:38 away um and then there are a lot of
1:03:41 zappier I think zapier has an official
1:03:44 GPT in fact let me go look at that I
1:03:48 think that's the case explore
1:03:51 gpts
1:03:55 zappier
1:03:59 automation consultant by
1:04:06 zappier it says it's by zapier but it
1:04:09 says by Community Builder so I don't
1:04:11 know if this is an official zappier
1:04:14 thing discover opportunities and save
1:04:17 time with automation at work and get
1:04:19 them set up for you yeah so go go grab
1:04:21 the uh the zappier um GPT
1:04:27 and see if it's any good it might be who
1:04:35 knows did you know that chat GPT will do
1:04:38 standup if you ask it to yeah
1:04:42 unfortunately um The Comedy the comedy
1:04:45 stylings of these llms right
1:04:49 now like mostly don't even understand
1:04:53 joke structure gp4 does
1:04:57 um but when it writes the jokes they're
1:04:59 kind of dad jokes at best they're not
1:05:02 great
1:05:04 so if if someone can figure out a way to
1:05:06 prompt it maybe it's maybe if you used
1:05:09 some some data sets of actual comedy
1:05:11 writing uh it would get better if you
1:05:13 fine-tuned it a bit you could probably
1:05:15 make a GPT that wrote jokes pretty good
1:05:18 but it sucks right
1:05:20 now but it will do standup it'll just be
1:05:25 bad um you can load custom instructions
1:05:28 and R respond to it as if it's champy
1:05:31 the singing AI literate dog that's good
1:05:33 I like that
1:05:37 [Music]
1:05:39 uh chat GPT needs a humor plugin it
1:05:43 does that could be a way I'll tell you
1:05:46 what that could actually be a way that
1:05:49 um a a good comedy writer especially a
1:05:53 famous
1:05:55 One
1:05:56 if they got if they got good at
1:05:59 this you know take any of any of the SNL
1:06:02 writers like Seth Myers or or or whoever
1:06:06 just any you know any of them um or just
1:06:09 anyone that can write write
1:06:12 good if they got AI literate they could
1:06:16 make a GPT that is designed to write
1:06:20 good jokes and put that out in the world
1:06:22 and potentially you know make money on
1:06:24 it um
1:06:28 [Music]
1:06:36 my Joker bot tells pretty good
1:06:39 jokes yeah what did did you upload any
1:06:45 um did you upload any um documents to It
1:06:49 joker or or was it just with
1:06:52 prompting I was trying to get GPT to
1:06:54 write stories like Trey Parker and Matt
1:06:57 Stone oh that's
1:06:59 interesting I would think that you could
1:07:01 I I would think that you could take like
1:07:03 South Park scripts Mr K dump a bunch of
1:07:06 South Park scripts in a uh in a series
1:07:10 of
1:07:12 PDFs and just upload them as the
1:07:14 knowledge Source I bet you could I bet
1:07:16 you could get it to write South Park
1:07:17 episodes pretty good there's so much
1:07:20 there's so much out there and that
1:07:23 instruction wait and that instruction to
1:07:26 to Dune to show it
1:07:29 Champion wait what what Corey oh add
1:07:32 that instruction to Dune to show it
1:07:35 champy will talk and it'll be
1:07:40 sweet um yeah they they had interview
1:07:42 transcripts too oh yeah that's cool
1:07:45 that's pretty cool yes a PDF okay great
1:07:49 yeah yeah I would think if you if you
1:07:52 uh if you find a good comedy writing
1:07:55 source
1:08:00 hm that's
1:08:03 interesting you get into such weird copy
1:08:06 copyright weirdness with with
1:08:10 gpts because you could put a book in
1:08:13 there as the source but not credit it
1:08:18 and then that's [ __ ] up but if you
1:08:20 credit it you can't use it cuz it's
1:08:23 copyright infringement we're in such
1:08:25 weird territory right now I will add
1:08:28 this plugin
1:08:32 great um what else do we want to do I
1:08:34 think guard rail
1:08:36 should archetype okay let's see I was
1:08:39 mainly looking
1:08:40 at before
1:08:43 storytelling it violates policy quite
1:08:46 often thoughts on GPT rapper
1:08:54 startups I don't know GPT rapper
1:08:57 startups are like startups in the
1:09:01 mid90s um anyone could do
1:09:05 it there're they they are super sexy on
1:09:09 the surface and have very little
1:09:11 underneath the
1:09:13 surface
1:09:17 and um I think a lot of them are going
1:09:20 to get funded I think almost none of
1:09:22 them are going to
1:09:24 survive
1:09:27 I also don't know where the boundary
1:09:30 is between a a chat GPT rapper app and a
1:09:34 real
1:09:35 application so if you look at
1:09:38 Devon what Devon's doing is a lot of
1:09:42 calls to
1:09:44 gp4 so it's technically a rapper app but
1:09:48 they've got all these different modules
1:09:50 that
1:09:51 are taking the output of chat GPT 4 and
1:09:54 using them right so so Devon is a much
1:09:57 more
1:09:59 sophisticated GPT rapper
1:10:02 app and by the if you don't know what a
1:10:04 GPT rapper is by the way it basically is
1:10:07 you create a website that looks like it
1:10:09 does something remarkable just like a
1:10:11 GPT you know I could I could I could
1:10:14 make a uh I could create a startup for
1:10:16 doing um customized cocktail mixing
1:10:20 application for bartending point of sale
1:10:23 systems right and I could put it out
1:10:27 there and you know I wouldn't call it
1:10:29 Sin City sipper but I'd call it like you
1:10:31 know
1:10:33 bartenders uh you know
1:10:36 uh Guru or whatever and I could probably
1:10:42 if I tried really hard because that's
1:10:44 not a great idea but I could potentially
1:10:46 go raise money on that right and try to
1:10:48 get it sell it into the bar bar industry
1:10:51 and hook it into point of sale systems
1:10:53 and things like that um
1:10:56 but in the end it's just making calls to
1:10:58 chat GPT so I don't
1:11:03 know I don't know I don't I do not have
1:11:06 a
1:11:13 good I don't have good advice like if
1:11:16 you if you want to put together a rapper
1:11:18 app and try to go raise money on it
1:11:20 great but what I would say
1:11:23 is just
1:11:29 here here's here's here's where I think
1:11:31 we're
1:11:33 going if you go look at the the videos
1:11:36 of Devon and if if you haven't seen
1:11:38 those I can I can go show show what
1:11:40 Devon
1:11:41 is Devon is an autonomous
1:11:45 agent and so what Devon does is you give
1:11:48 it a goal like right
1:11:51 now the way these large language models
1:11:54 work is you give them a prompt and they
1:11:57 give you back an answer and then you
1:11:58 give them another prompt and they give
1:12:00 you back an answer and it's on you the
1:12:02 human to figure out if it's right or not
1:12:04 right and it's and to figure out what's
1:12:06 good and to figure out how to prompt
1:12:08 it where we're going and I think
1:12:11 whatever open AI is going to release
1:12:14 next is going to be markedly different
1:12:17 than the current chat GPT I mean I think
1:12:19 it's going to be markedly different I
1:12:21 think it's going to have reasoning and I
1:12:23 think it's going to have autonomous
1:12:25 agents
1:12:26 and autonomous agents you give them a
1:12:29 goal and they just go start doing
1:12:31 [ __ ] and because they've got reasoning
1:12:34 they'll go is the [ __ ] that I did good
1:12:37 or not does it have mistakes in it or
1:12:40 not and and they're going to go off and
1:12:42 and what's going to happen
1:12:45 is what the experience is going to
1:12:48 effectively be is that we'll be
1:12:50 interacting with custom written software
1:12:55 that was written for us in the moment
1:12:58 based on our
1:12:59 goal and so I don't know how I I don't
1:13:03 know how as a software developer you
1:13:06 compete with
1:13:13 that and and are are those autonomous
1:13:16 agents going to be good in
1:13:18 2024 or are they going to be good in
1:13:22 2027 cuz if it's 2027 then you've got
1:13:27 three or four years to maybe get a
1:13:30 rapper app funded and go put it out in
1:13:34 the world and then use that money and
1:13:38 what you learn to create something
1:13:39 that's
1:13:40 useful but if those autonomous agents
1:13:43 get good in 2024 or early
1:13:47 2025 I feel like you're going to spend a
1:13:49 lot of time building software that's
1:13:51 just going to be no one's going to give
1:13:52 a [ __ ] about
1:13:54 it so I don't know I don't know man
1:13:58 we're in a weird place right now we're
1:14:00 we're in a we're in a cusp in between
1:14:05 two two modes like like
1:14:09 we're we're on the tail end
1:14:16 of generative AI as we've come to know
1:14:19 it which is you prompt it and it gives
1:14:21 you an answer and we're about to enter a
1:14:25 mode where that's not really how they
1:14:28 work you'll still be able to do that but
1:14:31 but the the more advanced stuff is going
1:14:33 to be all this autonomous stuff with
1:14:36 reasoning and I think everything changes
1:14:38 then so that's why I'm like why I am
1:14:43 more inarticulate than normal is
1:14:47 that I'm trying to figure out what's
1:14:49 coming not knowing what's coming but I I
1:14:52 know I there's enough hints to know that
1:14:55 it ain't going to be what we have now
1:14:57 wait what was that Kyle uh uh a human
1:15:00 being had something up there that was
1:15:02 just pinned I just I was just about to
1:15:03 read it and I lost it it went
1:15:15 [Music]
1:15:16 away test some of the Irregulars gpts I
1:15:20 could do that I could do that
1:15:22 um the problem with testing some of the
1:15:25 gpts is without knowing them and knowing
1:15:30 which ones are good and what to do on
1:15:31 them it could I my fear is it'll just
1:15:34 get a little
1:15:36 boring so so I will do that but I'm not
1:15:39 going to do it tonight because I don't
1:15:41 want to just sort of flounder what I'll
1:15:43 do is I'll go play with some and find
1:15:45 some to show it's a good idea
1:15:49 though Diane what prompt instruction
1:15:52 could my daughter use to get chat GPT to
1:15:54 help her study for bi ology all right
1:15:56 let's go do that that's that's
1:15:59 GPT help
1:16:01 you so oh actually so the first thing
1:16:03 we'll do I I'm I'm going to assume
1:16:05 you've got chat GPT plus um I'm going to
1:16:09 say
1:16:10 biology biolog G I'll just put in
1:16:14 biology right now let's see what it
1:16:15 comes up
1:16:16 with
1:16:20 specialized your biology expert biology
1:16:24 professor
1:16:26 expert biology let's
1:16:28 take number one specialized biology
1:16:32 assistant ah the the the world's most
1:16:37 powerful biology tutor okay go go to
1:16:42 gpts and jump
1:16:45 into all right it's got decent ratings
1:16:48 how many ratings 40 plus 4.5 Stars
1:16:52 education start chat
1:16:56 Advanced biology mode oh this is cool
1:16:59 basic biology mode Advanced biology mode
1:17:01 exam preparation mode and research mode
1:17:05 so I'm going to go to Advanced biology
1:17:09 mode welcome to Advanced bi biology
1:17:24 mode
1:17:30 that's
1:17:37 interesting as a token of appreciation
1:17:39 for selecting a member of the Pulse R AI
1:17:44 Fleet I invite you to join a VIP
1:17:47 community of AI enthusiasts and
1:17:54 creators so this is basically just a
1:17:56 [ __ ] ad for these things just annoy
1:17:59 me um it's this is just an ad for
1:18:02 something like the AI
1:18:04 Salon but it's but it's not it's it's
1:18:07 really
1:18:08 unclear like like I don't know as a
1:18:12 token of appreciation for selecting a
1:18:15 member of the Pulsar AI
1:18:17 Fleet I didn't select a member of the
1:18:20 Pulsar AI Fleet I selected a biology
1:18:22 thing like that's this is just this is
1:18:24 just lazy programming that this comes up
1:18:27 this early and that they don't explain
1:18:29 what the [ __ ] a member of the Pulsar AI
1:18:32 Fleet is um anyway let's see if this is
1:18:34 any good um let's see I I
1:18:41 need um flash cards to
1:18:47 understand um cell
1:18:52 mitosis oh and I spelled it wrong
1:18:57 and it fixed it so that's
1:19:05 good all right so this is good so here's
1:19:07 our flash
1:19:09 cards and actually you know what what
1:19:12 would be cool with this so wait I'm just
1:19:14 going to stop it I'm going to
1:19:17 say great put these flash cards in a
1:19:24 table um you could then take the table
1:19:28 of these flash cards have it give you a
1:19:31 downloadable CSV
1:19:34 file and then use canva canva has a
1:19:38 thing where you can um you know pick a
1:19:41 design and and um what do they call it
1:19:47 uh it's like mail merge where where you
1:19:50 you take this
1:19:52 um you take this spreadsheet and it just
1:19:56 automatically um will Design these as
1:19:58 printable cards but that's too much
1:20:01 that's too much of a pain in the ass but
1:20:02 anyway um so you you could go do a GPT
1:20:06 if you were just going to ask chat GPT
1:20:08 to be your biology tutor you could just
1:20:10 go in here and say um I'm just going to
1:20:13 use text to or voice to text
1:20:16 here I want you to act as a 11th grade
1:20:21 high school
1:20:23 biology tutor
1:20:29 and create an interactive
1:20:32 experience that will help my daughter
1:20:35 assess where she
1:20:37 is in learning and give her
1:20:45 exercises to improve as she prepares for
1:20:49 some big
1:20:54 tests
1:20:57 so that sounds like a great plan cell
1:21:00 biology we can
1:21:05 assess let's conduct a brief assessment
1:21:08 cell one cell biology what's the F
1:21:10 function of okay so it's just giv me a
1:21:12 big blast of questions so I'm going to
1:21:14 stop
1:21:16 it and I'm going to
1:21:18 say I want this to be an interactive
1:21:21 experience so I want you to ask her
1:21:24 questions
1:21:25 as if you're speaking to her directly
1:21:28 and then I want you to pause after each
1:21:31 question letting her answer it before
1:21:33 you move on to the next question
1:21:38 period
1:21:41 Absolutely I'll pose the questions one
1:21:43 at a
1:21:45 time take your time and think about it
1:21:47 uh can you tell me what the
1:21:50 mitochondria's role is within the
1:21:54 cell
1:21:58 the
1:21:59 mitochondria
1:22:01 wait the mitochondria within a cell is
1:22:04 like a little disco dancer at the
1:22:08 [Laughter]
1:22:11 club that's a creative and interesting
1:22:16 analogy often known as the PowerHouse of
1:22:18 the
1:22:19 cell so so now it's it's acting like a
1:22:24 you know like a tutor it it will assess
1:22:27 her and then once it assesses her figure
1:22:29 out where she's got weaknesses she'll
1:22:30 move on so the the thing about something
1:22:33 like like basic biology education is
1:22:37 there is so much on the internet about
1:22:39 this
1:22:41 that probably even chat GPT 3.5 has got
1:22:46 more than enough capability to be able
1:22:49 to really be a good tutor so it it
1:22:52 really is
1:22:53 just asking I mean that's the thing
1:22:56 about chat GPT which which is really
1:23:00 different than a Google search a Google
1:23:02 search Google sort of trained us to put
1:23:05 in a really concise single
1:23:09 question and then they'll give us all
1:23:11 the answers and it's not really a back
1:23:14 and forth kind of thing chat jpt on the
1:23:16 other hand gets better the more context
1:23:18 you give it so if you give it the role
1:23:21 of being a biology tutor and tell it you
1:23:23 want it to be interactive and if it's
1:23:25 not acting interactive enough tell it
1:23:26 how to do that you just talk to it like
1:23:30 here's a good way to think about it
1:23:32 imagine that you've got a tutor for your
1:23:34 daughter that has memorized all of the
1:23:37 knowledge of the world but is really
1:23:40 kind of a simpleton and you've got to
1:23:43 explain everything that's kind of what
1:23:45 it is like working with it so just talk
1:23:48 to it like you've got an intern or a
1:23:50 tutor that you've got to give a little
1:23:51 lot of guidance to and it it has a
1:23:54 remark able amount of knowledge that you
1:23:57 can you can draw from uh within it so
1:24:00 hope that
1:24:03 [Music]
1:24:09 helps all right all right fantastic Bob
1:24:12 tell him what he's won well you've won a
1:24:14 new car but here's the funny thing you
1:24:19 can't take it because you can't afford
1:24:20 the
1:24:22 taxes isn't that fantastic
1:24:26 oh
1:24:29 Bob Diane oh my God thanks so much
1:24:31 you're welcome go tutor up tutor up that
1:24:36 biology let's get a biologist out of
1:24:38 this I like it
1:24:42 solid and actually you know you know
1:24:44 what would be really fun also Diane is
1:24:50 um do what I just did with her
1:24:55 right and and do the back and forth like
1:24:57 learn it
1:24:59 together that idea about play solve and
1:25:03 share that I talk about how to get good
1:25:05 with AI you just play with the tools
1:25:08 play with the tools play with the tools
1:25:10 share or uh uh uh solve like you've got
1:25:14 a you've got a a challenge here right
1:25:17 you have a daughter that wants to get
1:25:18 better at biology or struggling with it
1:25:20 whatever it is you want to solve that in
1:25:23 some way all right let's figure out how
1:25:24 to solve that with chat GPT and then
1:25:26 share like doing that together I think
1:25:28 could be really powerful um for both of
1:25:33 you but here let's go do
1:25:38 this I'm going to do it with pi because
1:25:40 I like her voice better and she's as
1:25:41 good as chat GPT so you could do this
1:25:44 with chat GPT or with
1:25:50 pi I want you to act as an 11th grade
1:25:54 biologist tutor and ask me some
1:25:56 questions to assess where I am and then
1:25:59 come up with exercises to get me up to
1:26:06 speed all right let's get started first
1:26:08 up can you tell me what you've been
1:26:10 learning in your 11th grade biology
1:26:12 class recently all right let's get
1:26:14 started first up can you tell me what
1:26:16 you've been learning in your 11th grade
1:26:18 biology class
1:26:21 recently well that's easy a procaryotic
1:26:23 cell has carrots it's a professional at
1:26:27 carrot
1:26:31 [Music]
1:26:32 eating haha I see what you did there
1:26:35 while that's a clever play on words
1:26:37 let's get back to the biology at hand
1:26:39 procaryotic cells are single celled
1:26:42 organisms that lack a nucleus and other
1:26:45 membranebound organel
1:26:47 like um Diane yep I'm I'm scared to try
1:26:51 I'm old but my kids use chat GPT um
1:26:55 totally get how scary and intimidating
1:26:57 this is what I can promise you is
1:27:00 that start playing with chat GPT what
1:27:03 you will discover is that
1:27:07 um you're going to be way better at
1:27:09 using chat GPT than you probably think
1:27:11 you can be I think one of the
1:27:13 misconceptions about AI right now is
1:27:16 that you have to be a Stanford
1:27:19 mathematician and you know have gone to
1:27:21 MIT and gotten a PhD it's not the case
1:27:25 it this is just using words like just
1:27:28 ask it for what you want and it will do
1:27:31 it um now it sometimes hallucinates and
1:27:34 does things bad and sometimes
1:27:37 like you think it's going to do what you
1:27:40 want it to do and then you just can't
1:27:41 get it to do that so it can get really
1:27:43 frustrating that way but there's there
1:27:45 there isn't a lot of technical
1:27:47 requirements for you to use chat GPT so
1:27:51 just jump in just jump in and say hey
1:27:54 let's let's EXP experiment let's see
1:27:55 what we can
1:27:56 do any more daily Jank I I have not see
1:28:01 the the okay the bad news about calling
1:28:03 it The Daily Jank is that it implies I'm
1:28:06 going to do it daily which I should but
1:28:08 I haven't but it's also the daily Jank
1:28:12 so it's janky so the fact that I'm not
1:28:14 doing it daily is on
1:28:22 brand but I have not done a I have not
1:28:25 done a new daily
1:28:26 [Laughter]
1:28:30 J
1:28:33 ah Simon s will AI replace or augment
1:28:37 human jobs that's a great question um
1:28:42 the answer to it largely lies in how
1:28:45 quickly we get to
1:28:46 AGI so AGI stands for artificial general
1:28:51 intelligence and there there are a
1:28:53 number of different definitions for it
1:28:56 and Google even has different levels of
1:28:59 AGI but it it is generally understood is
1:29:02 that we we have achieved
1:29:05 AGI
1:29:07 when the when these
1:29:10 systems are are as good or better at
1:29:16 most
1:29:18 jobs than most
1:29:22 people um people like David Shapiro
1:29:26 think that we're going to hit
1:29:28 AGI at that definition this
1:29:31 year um Elon Musk just said we'll
1:29:35 essentially hit um AGI by
1:29:44 2025 as SII artificial super
1:29:48 intelligence is defined as
1:29:52 um the AIS get basically more capable
1:29:56 than you know all of all of humans
1:29:59 combined and um Elon Musk and Ray CTSV
1:30:04 um consider 2029 the date when that will
1:30:08 happen
1:30:11 um so I don't I don't think it's really
1:30:14 a matter of if these machines are going
1:30:17 to be capable of of doing most of the
1:30:20 jobs that we do but
1:30:21 when and we're we're in a weird place
1:30:25 where it's possible that these these
1:30:27 tools can can do our jobs better than we
1:30:31 can way before we're prepare prepared
1:30:34 for
1:30:35 it
1:30:41 um I don't know what that means though
1:30:45 the
1:30:53 the the Sensational headlines are you
1:30:57 know they're going to take our jobs and
1:30:59 they're going to ruin
1:31:00 everything
1:31:04 um I think that these tools are also
1:31:07 going to create a lot of new jobs new
1:31:10 kinds of jobs um that we can't imagine
1:31:13 right now but we can't imagine it right
1:31:15 now so we don't know what they
1:31:16 are I think that probably
1:31:23 starting
1:31:25 two to three years out and probably
1:31:28 going for about five years is going to
1:31:30 be a massively disruptive
1:31:34 period
1:31:37 where companies get
1:31:40 disrupted individuals get
1:31:43 disrupted
1:31:45 um people that are AI literate are going
1:31:48 to Faire
1:31:50 okay as as organizations try to figure
1:31:54 out how to use these tools they're going
1:31:55 to get desperate they're going to reach
1:31:56 out who knows anything about AI who
1:31:58 knows anything about AI so like part of
1:32:00 this channel is get [ __ ] AI literate
1:32:06 now I don't care if you have a
1:32:10 moral objection to it or an ethical or
1:32:15 all like yes all of that [ __ ] needs to
1:32:18 be dealt
1:32:19 with and these tools are coming right so
1:32:25 the only hedge that I can
1:32:29 see against you know toward having some
1:32:33 stability in the workforce is be AI
1:32:35 literate so if you're a project
1:32:38 manager and you're great at project
1:32:41 management when these tools get great at
1:32:44 project management if you don't know
1:32:46 anything about AI then I think you're
1:32:49 absolutely at risk if you're great at
1:32:51 project management and you learn
1:32:53 everything you can about Ai and how to
1:32:55 do project management with AI as it is
1:32:58 today and you're like okay I've figured
1:33:00 out some automations here and I've I've
1:33:02 done some things I've made this more
1:33:03 efficient I'm getting better at this I'm
1:33:05 I really understand the tools and then
1:33:06 all of a sudden a tool comes along
1:33:08 that's awesome at project management all
1:33:11 that [ __ ] that you built is going to be
1:33:14 irrelevant because the tool will just do
1:33:16 it now but you won't be irrelevant
1:33:19 because you will have established a
1:33:22 reputation for being competent around
1:33:24 this stuff so they'll say hey why don't
1:33:27 you go run this new crazy good tool and
1:33:30 then the other people that are good
1:33:31 project managers that were resisting it
1:33:34 probably won't survive that
1:33:37 shakeup right
1:33:41 so yeah so A lot's going to change um
1:33:46 I'm learning to save my job cuz not one
1:33:48 person in my department is remotely
1:33:51 interested yeah and a human being you're
1:33:55 you are going
1:33:57 to the point at which it becomes obvious
1:34:00 to Senior Management at your
1:34:03 company that they've got to deal with
1:34:06 this they will deal with it you know
1:34:09 companies when they decide to move they
1:34:12 can dump a lot of resources toward
1:34:14 whatever they need to do so a lot of
1:34:17 companies right now are just ignoring it
1:34:19 they're whistling past the
1:34:22 graveyard so after asiar learns all
1:34:24 humans can teach it then it learns on
1:34:27 its own organic intelligence
1:34:30 yeah
1:34:33 yeah there's going to be I this you know
1:34:36 and it's not all it's not all bad right
1:34:38 like some of this is really good this is
1:34:40 things like when when when the AI can
1:34:44 start
1:34:45 solving historically unsolvable problems
1:34:48 for
1:34:49 Humanity like diseases and climate and
1:34:56 energy like one of the things that seems
1:34:59 super clear about where we're heading
1:35:01 with all this technology is we need way
1:35:05 more compute power and way more
1:35:10 energy and in the current Paradigm that
1:35:13 it's not sustainable in the current
1:35:15 Paradigm we're burning more coal and
1:35:17 we're doing more this and we're doing
1:35:19 more that well what if
1:35:21 AI helps us solve f
1:35:25 fusion and just bang all of a sudden
1:35:28 over a 2-year period everyone's got a
1:35:32 you know car battery sized thing that
1:35:34 powers their house
1:35:41 infinitely right what if you know
1:35:46 genetic diseases and things like
1:35:48 paralysis and you know due to injury and
1:35:52 brain injury and
1:35:55 things like that what if those are just
1:35:58 solved you know that that's the kind of
1:36:00 thing
1:36:03 that that this kind
1:36:06 of capability makes
1:36:09 possible organic intelligence please
1:36:12 elaborate well where
1:36:14 where so right now to train these
1:36:19 tools you're we're only training them on
1:36:23 the collective output of humanity right
1:36:26 so open AI went and they they got as
1:36:30 much of the public internet as they
1:36:32 could and they tagged it in this special
1:36:35 way so that it could be ingested into
1:36:38 this into the way these these large
1:36:40 language models think
1:36:43 work
1:36:44 um and so they're using all of our data
1:36:48 well there's a point at which we run out
1:36:50 of that data and so then you create
1:36:53 what's called synthetic data where the
1:36:56 AI will
1:36:57 generate you know the data that it needs
1:37:00 to learn and keep learning um and
1:37:02 there's all sorts of philosophies on
1:37:05 that whether it's going to be good or
1:37:07 bad or creates a thing called Model
1:37:09 collapse where the synthetic data just
1:37:12 becomes garbage and then it just
1:37:14 collapses and it becomes awful um but if
1:37:17 these things get to the point that that
1:37:18 they have reasoning and they stop being
1:37:21 shitty you know at hallucinating and
1:37:24 things like that it's possible that
1:37:26 these things just keep learning and
1:37:27 getting smarter and smarter and smarter
1:37:29 without our input and that's the ju you
1:37:31 know just they just keep inventing and
1:37:35 creating and doing things and that's
1:37:39 that's where some of the Sci-Fi darkness
1:37:41 comes from because if you don't have
1:37:43 them Al lot that's tough it's tougher
1:37:46 when you're stupid um if you don't have
1:37:50 their um policies aligned with human
1:37:55 policies um that's where it gets scary
1:37:57 where they're just like well we want to
1:37:59 keep learning and we could actually be
1:38:01 much better and stronger if we didn't
1:38:02 have these pesky humans slowing us
1:38:05 down that's that's what we want to avoid
1:38:08 and that's what they call the alignment
1:38:09 problem are these machines aligned with
1:38:13 our
1:38:14 imperatives and if not then it can get
1:38:17 ugly but if we get it right you
1:38:21 know it's going to be good just had a
1:38:24 record long Fusion ignition in the UK
1:38:27 5.2 seconds 69 megga output amazing ion
1:38:31 China and and
1:38:37 just just like it it it felt like
1:38:40 science fiction we've been hearing about
1:38:42 AI
1:38:43 chatbots for the past decade
1:38:46 right and the chatbots have just been
1:38:50 dramatically
1:38:52 disappointing right they're just bad cuz
1:38:55 CU they're programmed with logic if they
1:38:59 say this then they then they're
1:39:01 deterministic you know if a person says
1:39:03 this then answer this if they if they
1:39:05 say this then answer that and there's no
1:39:08 way that you could program in
1:39:10 enough logic trees for it to be any
1:39:13 good and it it still felt two years ago
1:39:17 like science
1:39:19 fiction that we could actually just talk
1:39:21 to these things and they could talk back
1:39:23 to us right the Turing test and things
1:39:25 like that and then all of a sudden
1:39:27 November 30th 2022 chat GPT comes out
1:39:31 and 100 million people in 6 weeks start
1:39:34 using this tool with no
1:39:36 marketing 100 million people why cuz
1:39:40 they talked to the thing and it was just
1:39:41 like science
1:39:45 fiction this is going to start happening
1:39:47 with science as
1:39:48 well where well you can't do cold fusion
1:39:51 you can't do cold fusion I like I
1:39:53 remember hearing about cold fusion in
1:39:54 the 70s or in the 80s and like oh that's
1:39:58 a pipe dream that's you know it's
1:40:00 theoretically possible but we'll never
1:40:02 get there and and then you know we had
1:40:04 all the hoaxes where we almost got there
1:40:06 and then right and then we had this
1:40:08 thing with these um these uh South
1:40:12 Korean scientists supposedly got to room
1:40:16 temperature superconductors which does
1:40:19 things for energy transmission and
1:40:21 Battery techn all sorts of crazy [ __ ]
1:40:23 comes out that and that was kind of a
1:40:25 hoax so it still feels like science
1:40:29 fiction that we're going to be able to
1:40:31 create some infinite power source and
1:40:33 that we're going to be able to create
1:40:35 you know incredibly efficient
1:40:37 superconductors that make our computers
1:40:39 like you know exponentially more
1:40:42 powerful and the batteries in our cars
1:40:44 just like you charge them once and drive
1:40:46 them for 5 years before you have to
1:40:48 charge them again like [ __ ] like that is
1:40:51 just going to start materializing
1:40:54 because these Technologies are
1:40:55 accelerating everything and then those
1:40:58 accelerations build upon one
1:41:01 another
1:41:03 so exciting
1:41:06 times it's so exciting he seems excited
1:41:09 about it but everything he's saying is
1:41:10 [ __ ]
1:41:13 terrifying it
1:41:16 is it's
1:41:18 weird I have my my my new favorite
1:41:21 saying that I keep putting um trademarks
1:41:23 on the end of just as as a joke more
1:41:25 than anything is 2023 the last normal
1:41:30 year if indeed we get to AGI in 2024 if
1:41:35 indeed the next version of chat
1:41:38 GPT is more like a system that's got
1:41:42 reasoning and autonomous actions where
1:41:45 it can take actions on our
1:41:50 behalf we're we're we've entered a
1:41:53 different
1:41:59 state if it's not like like right now
1:42:02 chat GPT is good enough that it can it
1:42:06 can improve the efficiency of current
1:42:09 humans
1:42:11 jobs by anywhere from like 20 to 50 to
1:42:17 maybe
1:42:18 60% like I can be 60% better at the
1:42:22 things I do with the current technology
1:42:24 it still requires a lot of my input it
1:42:27 still requires me to learn [ __ ] it still
1:42:29 requires me to learn prompt engineering
1:42:31 it still requires me to it's just like
1:42:34 it's just like more I got to learn more
1:42:37 [ __ ] to be more efficient so I can do
1:42:39 more [ __ ] for the people that expect the
1:42:41 [ __ ] to be done
1:42:44 right well what if these things just get
1:42:46 better than me at all the [ __ ] I
1:42:50 do or even if they get better at me that
1:42:53 of 70% of the stuff I do well then what
1:42:56 do I do I don't know I don't
1:43:00 know I don't
1:43:03 know it's crazy it's crazy I tell
1:43:12 you but it's
1:43:17 fun it's fun to
1:43:19 be in a time in history here here's the
1:43:23 thing this is is
1:43:25 like why why I have the energy to do
1:43:28 this night after night after
1:43:30 night is that what I
1:43:34 know is that we do not get to be at the
1:43:38 beginning ever again we right
1:43:43 now still live in a
1:43:46 world where these tools are janky enough
1:43:50 that we can make fun of them and
1:43:54 Engineers can mock them
1:43:57 and creative directors can poo poo them
1:44:01 because they're not as good at creative
1:44:02 direction as they are and Consultants
1:44:05 can say yeah but they're not they don't
1:44:07 have my kind of
1:44:08 wisdom right we're lucky enough to to
1:44:13 live in a
1:44:15 time where that's the
1:44:18 reality that we can dismiss these
1:44:21 things I personally think it's foolish
1:44:25 to do
1:44:26 [Laughter]
1:44:31 that but there's going to be a Time 5
1:44:33 years from now where we will look back
1:44:35 at at this kind of 2 to threee period as
1:44:38 the transition period where there was
1:44:41 how we did ship before remember when
1:44:44 humans had to do most of the
1:44:47 work to this time
1:44:50 after where humans can choose to do some
1:44:53 of the work
1:44:55 work that's that's a radically different
1:44:58 world we're we're at the very beginning
1:45:01 of
1:45:02 that and so your only job right now my
1:45:05 only job right now is just be
1:45:08 curious in my
1:45:11 opinion you can do more than that but I
1:45:14 don't I think that's the only
1:45:15 requirement because everything's
1:45:16 changing so
1:45:21 fast will the powers that be let this
1:45:23 happen that it's a great um it's a great
1:45:27 question Gigi mom I I think that the the
1:45:29 death throws of the current centers of
1:45:33 Power are going to be
1:45:36 dramatic and they're going to try to put
1:45:38 the genie back in the bottle when they
1:45:40 realize that that as much as a as much
1:45:43 is is about to change as it as it is
1:45:46 like when it becomes
1:45:47 apparent that everything's changing I
1:45:50 think the current powers that be are
1:45:53 going to absolutely freak out and try to
1:45:55 put the genie back in the
1:45:58 bottle I think that I'm not alone in
1:46:00 loving you Kyle oh thank you very much
1:46:02 Apple user that's very sweet um I think
1:46:06 the powers that be are going to
1:46:07 absolutely freak
1:46:08 out
1:46:14 and and who has power in society I think
1:46:17 is going to
1:46:21 shift and the current power that be are
1:46:24 going to they're going to [ __ ] hate
1:46:25 that they're going to do everything they
1:46:26 can to kill
1:46:28 it
1:46:31 um it's going to be wild it's going to
1:46:34 be
1:46:36 wild yeah I think we'll see I think
1:46:38 we'll see
1:46:40 laws against using kinds of AI I think
1:46:44 we'll probably see protests some organic
1:46:47 some
1:46:49 manufactured have you read the book AI
1:46:51 2041 it's about 10 possible way ways we
1:46:54 can live in a world with AGI no what's
1:46:57 it called AI
1:47:16 2041 10 visions of our
1:47:22 future
1:47:29 okay give
1:47:32 me the
1:47:36 text that would live on the back of a
1:47:42 card for each
1:47:45 vision and a
1:47:50 description of the image
1:47:54 that would
1:47:57 be on the other side of the
1:48:04 card AI
1:48:06 2021 2041 visions and card descriptions
1:48:11 one the AI
1:48:14 caregiver in a world where aging
1:48:16 population stretch Health Care Systems
1:48:19 thin AI caregivers offer compassionate
1:48:22 and efficient solution I I honest to God
1:48:26 I think that's the one that that people
1:48:29 are going to be the most appreciative of
1:48:32 and and the mo that that's going to have
1:48:34 such a profound impact when you talk to
1:48:37 pie it is more compassionate than most
1:48:40 humans you talk to it doesn't make fun
1:48:43 of you it doesn't get exhausted it's got
1:48:45 infinite patience it's got infinite
1:48:48 knowledge that's a really interesting
1:48:50 one they monitor Health provide
1:48:51 companionship ensure the well being of
1:48:53 the elders transforming the landscape
1:48:55 okay
1:48:56 cool Vision AI powered
1:48:59 education imagine a
1:49:02 classroom where learning is tailored to
1:49:04 each student's Pace exact that's what we
1:49:06 just did with Diane with her with her
1:49:08 daughter with the biology right so
1:49:10 imagine where every student gets totally
1:49:14 customized education based on what they
1:49:16 want to learn this Vision brings to life
1:49:19 an education system that adapts in real
1:49:22 time making learning more
1:49:25 engaging Ai and climate AI steps up the
1:49:29 battle against climate change harnessing
1:49:31 vast data to drive sustainability from
1:49:33 optimizing energy use to restoring
1:49:36 ecosystems this Vision portrays AI as a
1:49:39 pivotal
1:49:40 Ally space exploration helps us with
1:49:44 that future of work re as re as AI
1:49:48 reshapes Industries it unlocks human
1:49:52 potential by taking over rout routine
1:49:56 tasks spurring Innovation and creating
1:49:59 new career paths the vision portrays a
1:50:00 future where work is more meaningful and
1:50:03 aligned with human creativity that's
1:50:06 that's again the thing
1:50:08 that the thing that I get excited about
1:50:10 with this stuff
1:50:12 is a lot of the jobs that exist are
1:50:18 not good for humans they're they're jobs
1:50:22 that are required to make the machine of
1:50:25 of the economy work but they're not good
1:50:27 for humans what's AGI artificial general
1:50:32 intelligence basically the point at
1:50:34 which these machines become capable of
1:50:38 um
1:50:41 doing most jobs that most humans can
1:50:45 do better at at the same level or better
1:50:49 than they
1:50:50 can and the the predictions is that that
1:50:53 we will see that this year um Ai and a
1:50:56 quest for
1:50:57 equality all right so here's our cards
1:51:00 so now we'll say um now make 16 by
1:51:07 9
1:51:11 images for each
1:51:19 [Music]
1:51:22 card
1:51:24 Silver Fox had a great day with pi today
1:51:26 yes and teachers will get personalized
1:51:28 AI absolutely I like Pi I think you're
1:51:31 talking about a different Pie as
1:51:34 Ole there's the Elder Care there's the
1:51:36 Elder Care
1:51:40 card I mean you know what's crazy though
1:51:43 like what two years ago that image
1:51:47 seemed
1:51:49 ridiculous and then did you
1:51:52 see
1:51:54 this
1:51:56 thing uh
1:51:57 figure One open
1:52:08 [Music]
1:52:12 AI hey figure one what do you see right
1:52:18 now I see a red apple on a plate in the
1:52:21 center of the table a drying rack with
1:52:24 cups and a plate and you standing nearby
1:52:27 with your hand on the table great can I
1:52:29 have something to
1:52:33 eat sure
1:52:41 thing great can you explain why you did
1:52:45 what you just did while you pick up this
1:52:47 trash so even though that's a really
1:52:49 controlled
1:52:51 environment and you know this thing
1:52:53 can't obviously be turned loose
1:52:57 um we're like this is not this is not
1:53:01 science fiction anymore right this thing
1:53:03 it's using you can see the interface
1:53:06 here is actually the chat GPT
1:53:09 conversational app right so this thing's
1:53:12 using chat GPT as the conversational
1:53:15 interface to to run the whole thing and
1:53:19 figure one the company behind this is a
1:53:22 year and a half
1:53:24 old they've got a robot that just handed
1:53:27 this guy an apple and can explain why it
1:53:29 handed him an apple and not a cup while
1:53:32 it's putting garbage into the garbage
1:53:37 thing wandering Sage says but we need a
1:53:39 social net for people who are unemployed
1:53:41 by no fault of their own absolutely and
1:53:44 that's the thing wondering Sage that's
1:53:46 where where I think the the the centers
1:53:48 of power get really [ __ ] up hang
1:53:51 on um
1:53:58 the
1:54:04 the the uh the hedge fund
1:54:07 guys are initially going to be really
1:54:10 excited when these tools get capable
1:54:12 enough to replacing humans the hedge
1:54:15 fund guys are going to go great cut all
1:54:17 the humans awesome let's let's put more
1:54:20 profit in the pockets of everyone
1:54:26 that's going to overwhelm a system
1:54:28 that's not prepared for you know just
1:54:31 sort of a dramatic dump of unemployment
1:54:34 right and so absolutely something's
1:54:38 going to have to be handled and I think
1:54:39 it's going to be a
1:54:40 short-term we're going to have to have
1:54:42 something like Ubi
1:54:44 shortterm but one of the things that
1:54:46 that Sam
1:54:49 Alman is building in parallel with chat
1:54:53 GPT with open AI is his whole thing
1:54:57 called
1:54:58 worldcoin um and the structure of open
1:55:01 AI is when they created it as a Capp
1:55:05 for-profit company what it basically
1:55:08 says
1:55:10 is investors can make up to 100x of
1:55:15 their investment and then any money
1:55:18 any
1:55:21 um money that is made above that goes
1:55:25 back to the nonprofit to be distributed
1:55:27 out to the people who are being
1:55:30 impacted by the technology so he's he's
1:55:34 already thinking about this like
1:55:37 structurally the way this is whether you
1:55:39 agree with it or not he's at least
1:55:41 thinking about it he's got this thing
1:55:42 called worldcoin which is the currency
1:55:45 he's got this thing called World ID
1:55:47 which is you know you're you're an a
1:55:50 verified human being
1:55:54 um and he's got a a transaction like a
1:55:56 PayPal like system where you can
1:55:59 actually spend that money
1:56:01 so if if indeed these tools get so good
1:56:05 that they can displace lots of people
1:56:07 what he's saying is take the upside of
1:56:10 that and funnel that back into the
1:56:12 system now that's one
1:56:14 company right not every company's going
1:56:17 to do this so this is where government's
1:56:19 going to have to step in and this is
1:56:21 again where the centers of Power are
1:56:23 going to get really [ __ ] up so I so
1:56:26 this is it's going to be insane watching
1:56:29 what happens but yeah I absolutely agree
1:56:32 in the next 3 to 5 years something's
1:56:34 going to have to happen if there's this
1:56:36 kind of disruption and it's not just
1:56:37 going to be in the United States it's
1:56:39 going to be
1:56:45 globally Logan run anyone I know I again
1:56:49 this one of one of my other sayings
1:56:51 we're living in a post II
1:56:53 [Laughter]
1:56:55 world that all of the stuff in the
1:56:57 Sci-Fi movies good and
1:57:00 bad um you can start to see
1:57:04 oh that's not just
1:57:06 like for some generation in the future
1:57:09 like we're going to get to experience
1:57:11 this stuff holy
1:57:14 [ __ ] um it will take some time for this
1:57:17 to be adaptive I don't know what you
1:57:19 mean by the this there it's easier said
1:57:22 than done oh you you mean the the AI
1:57:24 stuff yeah I I think that what we'll see
1:57:27 what's your view on Humane AI pin
1:57:41 um I don't I I think an I think an
1:57:46 $800 an $800 shitty
1:57:51 phone well while I still have to carry
1:57:54 my phone doesn't make a lot of sense I
1:57:57 did order the rabbit R1 which is $200
1:58:00 and doesn't require a subscription and
1:58:02 has a screen and has a cool scroll wheel
1:58:05 and interface there's something cool
1:58:07 about the walki talkin there's something
1:58:09 nostalgic about the rabbit
1:58:11 R1
1:58:15 um I don't my sense is that the the hum
1:58:19 human's AI pin is not going to be a
1:58:21 commercial success
1:58:23 but I think it'll it'll be recognized as
1:58:25 one of the early devices that yeah we'll
1:58:28 we'll all whatever phone whatever
1:58:31 smartphones evolve into is likely what
1:58:34 it will be will it be human's pin I
1:58:36 don't think so it feels too limited to
1:58:39 me
1:58:42 but you know I think we go to when you
1:58:46 go to version two two three four and
1:58:48 five of The Vision Pro technology that
1:58:53 built when the glasses look more like
1:58:55 this than [ __ ] ski
1:58:58 goggles
1:59:11 um yeah I I I I I see the
1:59:15 pin and really the rabbit as well um I
1:59:19 see it as kind of stepping stone
1:59:21 technology
1:59:23 you know kind of like you
1:59:26 know Apple had the Newton remember the
1:59:32 Newton I owned a Newton I think I paid
1:59:35 like 2500 bucks for that stupid [ __ ]
1:59:41 thing and you know that was the
1:59:43 precursor to the smartphone so I think I
1:59:45 think it'll be recognized as one of
1:59:47 those kind of devices but the form
1:59:49 factor doesn't seem right to me I think
1:59:52 AI
1:59:53 AR will be more viable than VR I think
1:59:55 that's right I think AR is the
1:59:58 bridge
2:00:00 um the reason AR is so compelling is
2:00:03 that you get to live in the real world
2:00:06 right you get you you don't just have to
2:00:07 sit in a room but if you can have
2:00:10 devices that as I'm walking around the
2:00:12 street my directions just pop up right
2:00:16 or hey the dut Shop's having a sale oh
2:00:20 let me go grab a dut that's great but
2:00:23 then if I sit down in the doughnut shop
2:00:25 and I don't want to deal with all the
2:00:26 Riff Raff I can just sort of spin the
2:00:28 dial and go into VR that that whole that
2:00:31 whole thing that Apple did about they
2:00:33 they don't call it VR versus AR they
2:00:36 just say do you do you want to go more
2:00:38 immersive or not like do you just want
2:00:40 your world augmented do you want to be
2:00:42 able to be working on your computer
2:00:44 screen in the
2:00:46 diner or do you want to be able to be
2:00:48 working on your computer screen in the
2:00:50 Rocky
2:00:51 Mountains your
2:00:54 choice heads up display on your glasses
2:00:57 yeah exactly so I think that I think
2:00:59 that'll come pretty
2:01:01 quick once once the once the hardware
2:01:03 gets there so I think version three of
2:01:07 Apple's goggles will be decent and then
2:01:10 by five so probably 10 years out cuz I
2:01:14 think they do every every 18 months or
2:01:16 so they do some new
2:01:20 iteration agree the pin doesn't seem
2:01:22 likely to do well it's just it's like a
2:01:24 little too expensive and it's a little
2:01:28 too it's like it requires a little bit
2:01:31 too
2:01:32 much training of the human to learn all
2:01:35 the gestures and the [ __ ] and I do a
2:01:38 double tap for this and a single tap for
2:01:40 that and a double tap and hold to record
2:01:42 video and put my hand out to see the
2:01:46 interface I there's
2:01:48 just it just doesn't feel intuitive
2:01:51 enough right now
2:01:54 but the rabbit R1 with its stupid
2:01:57 [ __ ] button you just click like the
2:01:59 walkie-talkie button to talk to chat GPT
2:02:02 that to me feels cool like that to me
2:02:05 feels like I know how to do that you
2:02:06 push the button and
2:02:09 talk is it going to be stupid probably
2:02:12 but I will tell you you will see it here
2:02:15 first cuz I'm in batch one I'm getting
2:02:17 one of those [ __ ] it's only 200
2:02:19 bucks if it if it's shitty it will live
2:02:22 right here here I'll put it right there
2:02:25 thank you Robert Rossi that's very very
2:02:28 generous of you thank
2:02:31 you it's got a cute
2:02:34 design how we do in time wise oh I got
2:02:36 to go all right
2:02:38 listen I know it's kind of lowkey
2:02:40 tonight but hopefully hopefully that was
2:02:42 we learned some stuff got some stuff
2:02:44 going I want P to to be like hey Siri
2:02:49 what do you mean what do you oh where it
2:02:51 can actually take actions
2:02:53 hey Siri go
2:02:55 away okay I found this on the web for
2:02:58 what do you mean what do you we can I
2:03:00 take actions hey Siri go away check it
2:03:03 out hey
2:03:05 Siri uhhuh go
2:03:08 away
2:03:13 okay right in the kisser T Moon Alice to
2:03:21 Moon
2:03:23 oh man neuralink yeah I guess neuralink
2:03:25 is the is the other one I although I got
2:03:28 to say I don't think that um did you see
2:03:30 the new patent
2:03:32 for this is [ __ ] crazy there's a new
2:03:35 patent I don't know if it's new there's
2:03:37 a patent from
2:03:40 Apple that the the thing that goes in
2:03:44 your ear for the Apple
2:03:46 airpods actually has electrodes on
2:03:49 it that can directly send signals to
2:03:53 your brain so I don't think we're going
2:03:54 to need surgery you know maybe for
2:03:58 paralysis and things like that we'll
2:04:00 need surgery with something like
2:04:02 neuralink but I think the hardware
2:04:05 interface I think AI is going to really
2:04:10 accelerate directly tapping into our
2:04:12 brain without having to drill holes in
2:04:14 our
2:04:15 head it's crazy what's
2:04:18 coming crazy musk chip implants yeah you
2:04:21 know it's funny is like I didn't get his
2:04:24 chip implants until I started really
2:04:26 digging into this AI stuff cuz I was
2:04:29 like why would I want like an iPhone app
2:04:34 to be controlled by my brain when I was
2:04:36 just you know when it was just iPhone
2:04:38 apps in the world and then when chat GPT
2:04:41 came out and and I'm having full-on
2:04:43 conversations with it I'm like oh [ __ ]
2:04:45 that's what he's talking about thanks
2:04:48 Kyle I really appreciate your time and
2:04:49 energy and enthusiasm thank you very
2:04:51 much I appreciate
2:04:52 that um I you know it's it's weird
2:04:55 tonight I I feel
2:04:59 like I'm trying not to apologize anymore
2:05:02 but I I feel like
2:05:06 um I wish I had better answers
2:05:10 tonight I just we just we just feel like
2:05:14 we're in this transition period right
2:05:17 now and we don't know what're what we're
2:05:19 what we're transitioning to like all of
2:05:21 it is specul po ation over here and I
2:05:24 feel like we we've seen enough in 2023
2:05:27 and 2024 that we kind of know okay this
2:05:31 shit's different than anything we've
2:05:32 ever seen
2:05:34 before and we know the limitations of it
2:05:37 like we played with it enough in 2023
2:05:40 and this year that we know it's got
2:05:42 these significant
2:05:44 limitations and right now we're like in
2:05:47 actually it's funny we're talking about
2:05:49 like you know cell biology and cell
2:05:51 division right where the cells do this
2:05:53 when they divide I feel like that's
2:05:55 what's happening with the world right
2:05:57 now and we're right in this middle piece
2:06:01 where we don't know we know what the old
2:06:03 world was and a little bit of what's
2:06:06 coming but we don't know what's over
2:06:08 here and that's that's what I felt like
2:06:10 I was grappling with tonight cuz you you
2:06:12 guys asked really
2:06:15 simple profound questions right the good
2:06:18 questions always are you know simple
2:06:20 aren't they I think we're moving too
2:06:23 fast in this transition period
2:06:27 um I don't
2:06:29 disagree and I don't think it's going to
2:06:32 slow
2:06:34 down like I know we're not prepared for
2:06:37 what's coming because we're not prepared
2:06:40 for what the current capabilities
2:06:43 are um Judy
2:06:45 AR what do you think Steve
2:06:50 Jobs would react to I there's a video of
2:06:53 Steve Steve Jobs where he actually talks
2:06:55 about it like I I he'd have been all
2:06:58 over it I think I think Steve Jobs right
2:07:02 now would be mortified that Apple isn't
2:07:07 in any kind of position right
2:07:10 now
2:07:12 um I I can only assume that at the June
2:07:16 developer conference we'll see what
2:07:18 Apple's going to be dropping um but it's
2:07:21 they have been suspiciously quiet on
2:07:24 this front um I think he would be
2:07:26 totally into this stuff and I think he
2:07:28 would be you know he would be he would
2:07:32 be like what he always was relentless on
2:07:34 the interface relentless on the
2:07:36 Simplicity relentless on form
2:07:43 factor and and would understand I mean
2:07:46 the one thing that he got better than
2:07:49 anyone like I don't see anyone any any
2:07:52 were close to
2:07:54 him is is just
2:07:59 the that dance between Art and
2:08:03 Science like I feel like like you look
2:08:05 at Google it's it's an engineer heavy
2:08:08 heavy
2:08:09 environment and
2:08:12 and Steve just always
2:08:16 got that it's about serving humans with
2:08:20 technology it's not about building in
2:08:22 technology to sell to
2:08:25 humans so I saw a video of a
2:08:30 guy oh the video of the alien warning of
2:08:33 uh artificial super intelligence yeah I
2:08:35 saw
2:08:36 that I don't
2:08:38 know if the aliens are real just [ __ ]
2:08:41 just like let us know like I don't think
2:08:44 anyone gives a [ __ ] at this point it's
2:08:45 like sh shut the [ __ ] up just like make
2:08:48 them real or not it doesn't matter if
2:08:51 they if they're [ __ ] time travelers
2:08:53 then great just reveal yourselves and
2:08:54 tell us what's coming and what we need
2:08:56 to do it's like I'm so so [ __ ] sick
2:09:00 of conspiracy theories at this
2:09:03 point uh Jane do that video you should
2:09:05 be able to see it just go to YouTube and
2:09:07 look up alien uh warns of AI or
2:09:11 ASI you should be able to find
2:09:15 it Steve Jobs would have come out with
2:09:17 some kind of new a AI device no one had
2:09:19 thought of yeah exactly
2:09:25 most people I talk to are scared about
2:09:28 AI Steve knew it was about functionality
2:09:31 well Steve knew it was about
2:09:33 experience that the functionality served
2:09:35 the
2:09:38 experience
2:09:48 um the the thing about people being
2:09:51 afraid of AI guy right now I talked to a
2:09:53 guy last night an
2:09:55 artist at Gabby's Gabby's
2:09:59 opening and you know he was like I'm I'm
2:10:03 against Ai and I'm like have you used
2:10:07 it the people that are angry at AI are
2:10:12 unfortunately or fortunately or not I
2:10:14 don't
2:10:17 know they're just going off what they're
2:10:20 hearing and what what we experience in
2:10:23 this channel what we experience at the
2:10:25 AI
2:10:26 Salon is that it's a very different
2:10:29 experience when you actually use the
2:10:31 [ __ ] when you actually play with it when
2:10:34 you actually figure out oh it's got
2:10:35 warts and it's not perfect and it's
2:10:37 there's some things it's [ __ ]
2:10:39 mind-blowingly good at and then there's
2:10:40 other things that it's like bafflingly
2:10:43 bad at how can it be this good at this
2:10:46 and this bad at
2:10:48 this it
2:10:50 it
2:10:53 I don't know
2:10:55 it it makes it more accessible right and
2:11:00 so anyway that's why I say keep talking
2:11:02 about it keep talking about this [ __ ]
2:11:05 have those uncomfortable conversations
2:11:06 with people that hate
2:11:13 [Music]
2:11:20 it
2:11:23 uh humans need sleep so AI will take
2:11:26 over in time people fear what they don't
2:11:30 know me included
2:11:32 yeah the but the thing is you don't need
2:11:35 to be some sort of special human okay so
2:11:38 here's here's a good thing here here's a
2:11:41 good
2:11:44 comparison
2:11:47 um generative AI
2:11:50 is currently being sort of compared to
2:11:55 nuclear nuclear bombs right they're
2:12:00 saying this is the Oppenheimer moment of
2:12:04 AI you had to
2:12:06 be an Einstein level
2:12:09 physicist to create the
2:12:13 bomb and
2:12:16 and its sole purpose was to destroy
2:12:20 Humanity right
2:12:23 you don't have to
2:12:25 be a nuclear physicist to use chat GPT
2:12:29 but you still get to benefit from the
2:12:31 power of that tool and it can be used
2:12:34 for good and is being used for
2:12:37 good and so
2:12:40 we right now get the opportunity to use
2:12:44 these tools and shape the direction of
2:12:46 how they're going to be used it's not
2:12:49 just you know a group of scientists in a
2:12:52 small town in the middle of New
2:12:54 Mexico it's hundreds of millions of
2:12:57 people using these
2:13:00 tools we are we're right now we're in a
2:13:02 really weird time where we're getting to
2:13:05 play with the same tools at the same
2:13:08 time that the government and the
2:13:10 military gets to play with these the
2:13:13 military didn't have Early Access to
2:13:15 chat
2:13:18 gbt they had a all sorts of AI but the
2:13:22 generative AI stuff the stuff we're
2:13:24 playing with we're playing with it at
2:13:27 the same
2:13:29 level of of use and power that big
2:13:34 corporations and the military have
2:13:36 access to I don't know that that's ever
2:13:38 happened in history it's
2:13:44 remarkable so why would you not at least
2:13:48 learn what that
2:13:50 is
2:13:52 and that's what I think that's what I
2:13:54 think we need to evangelize that's or
2:13:56 that's what I'm evangelizing I don't
2:13:57 give a [ __ ] what you evangelize I do I
2:14:00 hope I hope to inspire
2:14:04 you to understand why people are
2:14:07 afraid and get them up to speed on
2:14:11 what's
2:14:12 possible all right I got to go pick up
2:14:14 my boys
2:14:15 so if you want a community of people
2:14:18 that are into this AI stuff that's it
2:14:21 those
2:14:22 salon. it's called the AI Salon go check
2:14:26 out what we're about join it if you join
2:14:29 it doesn't cost anything if you join the
2:14:32 first thing I want you to do there's a
2:14:34 section in the community section called
2:14:36 introduce yourself go there and
2:14:38 introduce
2:14:40 yourself use your real
2:14:45 name
2:14:47 why because being in
2:14:50 community is people are going to get
2:14:52 hired in the future you're not going to
2:14:54 get hired for your skills in the future
2:14:56 cuz these tools are going to have the
2:14:57 skills you're going to get hired for who
2:14:59 you are and who trusts you so when you
2:15:01 come here step in as a human I disagree
2:15:05 with you on that one Kyle I think the
2:15:06 military and government have more
2:15:09 advanced stuff they they may have more
2:15:11 advanced uh stuff they don't they don't
2:15:13 have more advanced stuff from open AI I
2:15:17 don't think they have more advanced
2:15:18 stuff from Claude they may have more
2:15:20 advanced stuff from Google but but
2:15:22 Google hasn't caught up to open AI
2:15:24 yet I think they've clearly got more
2:15:27 advanced stuff in terms of of specialty
2:15:29 system AI I'm talking about General use
2:15:32 AI the the large language model stuff
2:15:35 the generative AI
2:15:37 stuff but whatever we don't know it's
2:15:40 the military I my my buddy Richard Boyd
2:15:43 who's been in machine learning and AI
2:15:44 for 20 years he works with the military
2:15:46 he sold his company to Lockheed Martin
2:15:49 the military does has has [ __ ] all of a
2:15:52 clue about what to do with this stuff
2:15:54 they have no idea what to do with this
2:15:56 right
2:15:57 now paler is figuring it out paler put a
2:16:01 large language model front end on a
2:16:03 bunch of military systems so you want to
2:16:05 go get freaked out go look at the work
2:16:07 of palente
2:16:09 here we had it before them to be honest
2:16:12 exactly exactly anyway I gotta go uh
2:16:15 night all so go there um follow my
2:16:18 channel
2:16:19 subscribe uh just whatever go do that
2:16:22 keep coming back all right I got to go
2:16:25 later