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aiLL 10/31/23 - OpenAI Drops Massive AI Announcements: GPTs, Democratization of Specialization, More wUJ2pHPqniQ
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0:07 [Applause] boom bill number one in I like it 0:25 overachiever Silver Fox was shaking Sherry d all right let's see not much going on today anyone else getting bored with this this whole 0:39 sector there just like it's like nothing it's like it's totally stagnated nothing happening I mean in the last 32 0:52 seconds holy crap what a day dag dag that was a day that was a day I also had a lot of stuff at work so I 1:04 didn't get to play so what happened was open aai had their first ever developers conference which is surprising because 1:12 they've been around for a while and they've primarily been targeting developers until this past year and they made some major 1:21 announcements which I will go over and and uh Ted Ted made us this Time Magazine cover that uh Time Magazine is covering the aiar learning 1:31 lab and uh they they put out a new issue today advertising that we're going to be talking about all the new chat J Asos 1:40 they talked about this you can make money with ch no seriously now you're goingon to be able to make money with ch 1:46 gbt it's just that easy it's actually pretty easy I I don't know what details look like Clint Copperhead calling 1:55 everyone to order the uh the Irregulars and the mods and things like that if you're new here welcome welcome welcome 2:02 if you're not new here welcome welcome welcome if you're an irregular you weirdo the Irregulars here they claim not to be weird they're just 2:15 irregular have you met them so the Irregulars Thank You Be not Afraid the Irregulars are people like they reintroduced browse with Bing 2:32 um and then today changed the game like it this is a direct assault on Claude the Claude model it's cuckoo it's just 2:46 cuckoo Cortana started talking to me on my phone it updated it was a bit surprising what's Cortana Dolly wish it was more like mid 2:57 Journey what that you have to do it in do in Discord do do you mean you wish the quality was a bit more like mid Journey 3:06 cuz mid Journey can't do text and mid Journey can't do generation Claud doesn't sound as robotic as gp4 uh it's 3:14 going to be interesting to see um GPT 4 Turbo that they announced today is they confirmed is GPT 4.5 so this is this is a this is a Next 3:26 Step Up that he's claiming that it's better faster and and 2.75 five times cheaper wait I just joined L what 3:34 happened today say what that's an appropriate name hey say what um what was that sorry there's nothing to repeat 3:52 Siri missed the news about the gpts today okay um missed all the news about the gpts today okay this is the real 4:01 deal wait there's no reason to subscribe to anything else this is the real deal I I agree with that I came for the therapy 4:07 tonight I spent half the day just stunned need community so so lab five Futures uh who's in here that's that's 4:15 uh um Cindy [ __ ] is going to be speaking at the AI salon tomorrow night about the future and she had prepared something 4:26 she had prepared something when on like Sunday right she prepared something on Sunday and then all this [ __ ] dropped today and it just it 4:35 just holy crap the future's coming too fast should I not tell you I made my first G GPT oh jrc you should tell me 4:45 that but I'm so jealous you got a GPT I didn't get access yet a although I made an assistant in the playground and he's 4:54 a he's a 1970s muscle car geek so no matter what you ask him he turns he turns the conversation into a 5:04 conversation about a specific 70s muscle car so I'll show you how to make that spill the tea all right all right 5:11 I'll do it okay so so okay Where Do We Begin if you're brand new here we're going to go geeking out a little bit um 5:21 and I'm I'm just going to talk mostly because I can't show a whole ton um but but let's let's let's flip over and 5:27 start show and telling some stuff so I'll get back to that well actually here let me just zoom in and get all that 5:34 [ __ ] down there okay if you're brand brand new to um AI just go go there just go there right now chat. open.com nothing else really even 5:47 matters right now um you likely won't experience the brand brand new stuff they announced today cuz I don't have it a lot of people don't 5:57 have it yet it's going to be rolling out out probably over the probably over this week today's Monday um but just go there and start playing 6:08 now if you've been here so so couple of things happened today um chat open AI had their first ever developer conference and they had a big 6:22 keynote presentation uh that talked about all the stuff that they were releasing and it's a lot it's a lot someone prior to 6:32 this over in the Discord the salon Discord um asked about could I do a um a vocabulary primer to get started 6:42 for for people that aren't Geeks so so I thought I would I thought I would actually split up what happened today 6:50 into two columns um chat GPT so so this is one of the most confusing things about this whole world right now there's 6:59 's a thing called GPT playground or open AI playground that's where developers go to make applications like chat GPT chat 7:10 GPT is an application built on top of the developer playground built on top of the apis it just happens to be made by 7:18 open AI okay so they made major announcements in both Arenas okay they made major announcements in chat GPT and 7:27 they made major announcements in the developer side so I'll go over them both because anything that was announced in 7:33 the developer side because they made it so easy and there's so much there we're going to start very very quickly seeing 7:40 applications that start delivering a lot of the stuff on the developer side and all of that stuff is also going to 7:47 likely end up in the chat GPT side the consumer side so just think of it as chat GPT is for the rest of us the 7:54 developer stuff's for developers all right the developer stuff's been there for I don't know four 5 years it's been 8:00 there for a while um but they just made the apis really slick really really slick all right are you sure you don't 8:09 have it Kyle it's in the upper left in the four dots in what in in the app in the IOS 8:24 app or in uh uh uh uh or in the web app let me go to the web app I just looked at it right before I came on here 8:41 reload there's no dots in the upper left I don't know what you're talking about chat J see I've still got see how 8:50 I've still got five modes that means I I do not have so the when you have the single mode stuff that icon turns from a 8:58 little picture to like this little open AI paperclip upload looking thing so I ain't got it man I ain't got it man 9:08 listen listen listen listen you can make money with okay all right let's go through this crap I mean this fantastic news okay 9:24 so if you want to watch the video it's go to open AI just search for open AI on YouTube you got to actually finish 9:39 typing it and it should be the first thing open AI 9:54 keyote here we go so yeah just go to YouTube and it's called opening open AI Dev day opening keynote all right so you you you you can 10:11 and should go watch it I'll I'll play some pieces of it but it's so here's the deal it it was so I live streamed it today I did one of 10:22 these Ticky takies and we watch Sam do his thing and it was just like one thing after another where everyone on the chat 10:29 was like oh my God oh my God people were crying Sherry D was like I should why am I crying why am I crying it it was oddly 10:38 emotional there was something really amazing about watching that live stream with a group who's been talking about 10:45 this stuff for so long so a lot of the people that come here night after night they've been figuring this [ __ ] out and 10:51 they've been figuring out where the boundaries of of chat GPT is and and we all kind of know like what we would like 10:57 it to do and a lot of what was announced today just like knock down barriers knock down barriers and it's just the 11:06 the amount of power that's being put in our hands in fact I think one of the things Alman says at the beginning here 11:14 let me see if I if he says it really soon thank you for joining us today please welcome to the stage Sam [Music] Alman 11:30 good morning Welcome to our first ever open AI Dev day we're thrilled that you're here and this energy is 11:41 awesome and welcome to San Francisco San Francisco has been our home since day one the city is important to us and the 11:49 tech industry in general we're looking forward to continuing to grow here so we've got some great stuff to announce 11:55 today but first I'd like to take a minute to talk about some of the stuff that we've done over the past year about 12:02 a year I don't know what I I don't know when he says it but he he says this thing about like he he wants to put like 12:08 magic in people's hands he wants to give them power I went to see what a 300 page prompt looks like I want to see well so you know 12:19 brother 52 here's what a 300 page prompt looks like you take a novel that you wrote and you want to have it edited or 12:27 you want to write an epilogue for it or a prologue for it you paste in your 300 Page novel and and then you start 12:34 interacting with it um there's so many things there's so many things I was trying to get Dolly 3 to set a Thanksgiving table for 12 it kept 12:44 miscounting oh Becky yeah asking these things to do any counting is is a disaster right now that'll get better 12:51 but it ain't right now it ain't it ain't it ain't all right all right pap what do we got here I mean on the live actually here is on the 13:03 live on Tic Tac anyway okay all right all right let's get going okay so so the they they split these up a little 13:17 bit today what I tried to do was was I tried to put stuff that's definitely going to be in chat chpt so this is so 13:25 this column is the stuff you pay 20 bucks a month for this column is if you're paying for API access basically 13:32 which you can set your own limit for that I set my limit and it's a different it's a different bucket of money 13:38 basically but they only charge you for the tokens you use so I don't think I've had a bill on this side more than $9 and 13:45 that was when I was pretty busy and they just made things cheaper so so that's kind of how I split things up here okay 13:52 so for Chachi BT um he confirmed today it's going to it's going to go true multimodal uh meaning you're not going to have what I have right 14:06 now which are these five modes where you've got you can upload images here this is connected to the internet here 14:15 this does Advanced Data analysis here I think plugins they didn't mention plugins today plugins have essentially 14:20 been replaced with gpts which is a brilliant [ __ ] name I'll talk about that and then Dolly 3 all of these are 14:26 going to get rolled into the single the single line so you'll just ask it to do [ __ ] and it's going to do [ __ ] 14:35 um they confirmed that there's an updated April 2023 cutoffs and he you know Altman said he was embarrassed that 14:45 the the most recent um data in in GPT 4 was September 2021 and he said it's now April 2023 and they're going to try to 14:54 improve that constantly it's a pretty big deal to update those models um so there's that um I am not clear it 15:04 it was it it might have been clear but I I missed it or forgot it GPT 4 Turbo has 128,000 token context window which is 15:17 bigger than claws what was not clear to me is is if that's coming to chat GPT right away or not so so that I that I 15:24 missed I don't know I think I think it is I think it has but I'm not sure the the big announcement on the consumer 15:33 side on on the chat GPT side are these things called custom gpts or just gpts so gpts are just like Poots we've 15:43 we've talked about po.com here before and and a and a bunch of people a bunch of the Irregulars have been off building 15:49 Poots turns out that was that was a really good use of their time because they're not calling them Bots they're calling them GP pts I think 15:59 that is like a stroke of Genius from a branding standpoint here's why chat Bots people the tech industry 16:08 has been talking about chat Bots for 15 or 20 years they have just sucked for 15 or 20 years so if you call it a bot it's 16:16 immediately in a category of tech that everyone already hates plus Hollywood's told us that the robots are going to 16:22 kill us so if they called it Bots that People's Natural fear is you know gonna bias them toward hating these things by calling them 16:34 gpts they are instantly defining chat GPT gpts as a verb let me GPT that let me Google that make me a Xerox hand pass me a Kleenex 16:51 right all these brand names that became verbs in in you know popular vernacular that's what they're going to do that's 16:58 what G PT is going to be it's and it's going to be instant cuz there's going to be thousands of these things they made 17:03 these so easy to make so so I can what I can show you is I might even be able to have someone well I don't know if 17:12 anyone's set up to show can you talk through the process of how you do the API what you use versal wait I can't see what that 17:25 says oh versal um I don't when I'm doing the API stuff I've just been using zapier I'm not doing I'm not doing coding my my 17:35 Engineers are are accessing some of the API stuff but I'll show you where it is we'll go we'll go over there we'll go over there and 17:42 play um so so when you go to PO let me go to PO here for a second po.com log 17:57 in I going to log in it's going to be so good mhm so in po you can create a bot okay so gpts are essentially 18:09 that and when you get in here you you have to name it so that's the same and then you pick a model and I don't think 18:16 there'll be a lot of models at at GPT I think it'll just be gp4 turbo oh I just saw breaking news we work valued at 47 billion files for 18:27 bankrupt oops see there's no big surprise okay then you type in a prompt and then you type in greeting messages 18:35 and things like that and that that's pretty much it so but but you really have to write your own prompt the the GPT maker at chat GPT 18:49 um does it for you so in fact we can go watch I can go find that part of the the video 19:03 uh oh that's tokens wait where I haven't quite memorized where all this [ __ ] happens oh I think it's at the 19:19 beginning here this is where he says what he wants to do for [Applause] people okay so we have shared a lot of 19:28 great updates for developers already and we got a lot more to come but even though this is a developer conference we 19:34 can't resist making some improvements to chat GPT yay so a small one chat GPT now uses GPT 4 Turbo with all the latest improv 19:44 including the latest knowledge cuto which will continue update that's all live today it can now browse the web 19:50 when it needs to write and run code analyze data take and generate images and much more and we heard your feedback 19:56 that model picker extremely annoying that is gone starting today you will not have to click around the drop down menu 20:02 all of this will just work together chat gbt yeah y okay so so that was that so now he goes and he demos okay so let's here he is talking 20:13 about the future of Agents important to move carefully towards this future of Agents it's going to require a lot of 20:20 technical work and a lot of thoughtful consideration by Society So today we're taking our first small step that moves us towards this 20:29 future we're thrilled to uh we're thrilled to introduce gpts gpts gpts are tailored versions of chat GPT for a specific 20:40 purpose you can build a GPT a customized version of chat GPT for almost anything with instructions expanded knowledge and actions okay with 20:53 instructions expanded knowledge and actions expanded knowledge and actions expanded knowledge and actions those are he sort of says them 21:05 in passing they're a huge [ __ ] deal they're a huge deal so right now with um with a poot you basically just have your 21:15 prompt and whatever you put in your prompt um but but you'll see what you can do with these gpts is you can use code interpreter you 21:25 can do a thing called retrieval which is um uh retrieval augmented generation where you can upload documents to this to this 21:37 GPT um so so let's say you've got a particular kind of uh sales Consulting that you do you can take your documents 21:45 from your sales Consulting business and build that into the bot and so not only will it um do its normal chat GPT kind 21:53 of you know consulting stuff it'll pull from your documents pull relevant data from your documents um and then taking actions you 22:06 can actually connect this to other things in the world you publish it for others to use and then you can publish 22:11 it for others to use now po does that right now but you're going to now be able to go from chat GPT to making a custom chat 22:20 GPT to publishing that so think about that for publishing that inside your business think about publishing that for 22:27 your friends and family you you make the family reunion bot and anyone in your family can go use that and get all the 22:34 information about the family reunion or you could publish a bot to start to monetize it you could make money with Jing it's 22:50 coming and because they combine instructions expanded knowledge and actions they can be more helpful to you 22:57 they can work better in any context and they can give you better control they'll make it easier for you 23:02 to accomplish all sorts of tasks or just have more fun and you'll be able to use them right within um madcap does that 23:09 mean buy zappier No in fact one of the things that he shows here is is a zappier bot that that can can now take 23:16 actions over to zappier I think I think this amplifies zapier um in in a in a pretty big way be because of all the 23:25 stuff they just announced with on the API side this um the zappier calls are going to get much fancier you're going 23:32 to be able to build some really sophisticated apps either through zapier but a lot of the apps that I would have 23:39 built in zapier I I'll now just be able to do directly in we we will all be able to do just directly in in chat GPT in chat 23:47 GPT you can in effect program a GPT with language just by talking to it it's easy to customize the behavior so that it 23:55 fits what you want this makes building them very accessible and it gives agency to everyone so it gives agency to 24:04 everyone this is this thing this is the thing alman's really about is he wants to democratize specialized 24:16 knowledge this gives agency to everyone what's that mean it means non-developers are going to be able to make incredibly sophisticated 24:26 applications without having to know any programming we're going to show you what gpts are how to use them how to build 24:35 them and then we're going to talk about how they'll be distributed and discovered and then after that for 24:41 developers we're going to show you how to build these agent like experiences into your own apps so first let's look at a few 24:48 examples our partners at code.org are working hard to expand computer science in in schools they've got a curriculum 24:56 that is used by tens of millions of students worldwide code.org crafted lesson planner GPT to help teachers 25:04 provide a more engaging experience for middle schoolers if a teacher asks it to explain for Loops in a creative way it 25:11 does just that in this case it'll do it in terms of a video game character repeatedly picking up coins super easy 25:17 to understand for an eighth grader as you can see this GPT brings together code.org extensive curriculum 25:24 and expertise and lets teachers adapt it to their needs quickly and easily next wait wait who just said that 25:32 who just said that um Vic Van blonde so so terrorists can can also use it well sure I mean that's this is one of this 25:42 is one of the reasons that people are wondering about you know safety guard rails and things like that um yes they 25:48 can um although terrorists won't be able to um publish their naughty gpts in the GPT store that he's about to announce check this one 26:02 out canva has built a GPT canva it lets you start designing by describing what you want in natural language if you say 26:10 make a poster for de a Dev dat reception this afternoon this evening and you give it some details it'll generate a few options to 26:17 start with by hitting canvas apis now this concept may be familiar to some of you we've evolved our plugins to be 26:23 custom actions for gpts wait wait we've evolved our plugins to be custom actions for gpts so you're now going to be able 26:32 to create a b who just be Not Afraid create a GPT oh coming soon Oh I thought you had access to it dang it 26:41 um we've evolved our plugins to become actions within gpts so you're going to be able to make these Bots that that call plugins right that 26:51 call actions so so an action is basically calling through your Bot to some other service right so out to zapier out to canva out 27:00 to you know other things out to your company's data set you can keep chatting with this to see different iterations and when you 27:10 see one you like you can click through to canva for the full design experience so now we'd like to show you 27:17 a GPT live zapier has built a GPT that that lets you perform actions across 6,000 applications to unlock all kinds 27:26 of integration possibilities I'd like to introduce Jessica one of our Solutions Architects Kyle didn't he say he was adding security who 27:36 Sam today he may have I don't remember what he said about it who's going to drive this demo welcome Jessica thank you s it's cool 27:46 demo thank you all thank you all for being here my name is Jessica Shay I work with partners and customers to bring their product alive 27:56 hey I know this going to be annoying but since we have a bunch of people in there hey everyone if you're new here my name is 28:03 Kyle Shannon this is the AI learning lab we are we are on a deep dive about open ai's um Dev day announcement today their 28:10 keynote announcement today um so I'm going to just keep digging through what they what they talked about and 28:15 explaining what I what I think are the the important things and explaining ask answering any questions do me a favor if 28:21 you would share this live since since we're going through this as many people can see this uh I would appreciate that 28:26 so if you'd share the live and then also this is this is totally selfish and arbitrary if you like what's going on 28:33 here follow the channel follow this the AI learning lab Channel um cuz I'm like 350 people away from 30,000 and and 28:41 November 30th is the one-year anniversary of chat gbt so the OCD and me just wants to wants to do that so oh 28:49 somebody gave Deborah A Tik Tok hat that was nice um wait was it name Deborah no it wasn't was it what's their [Music] 29:03 name thank you all for being here my name is Jess I work with Partners oh thank you very much be Not Afraid thank 29:10 you very much appreciate the gifts I can't wait to show you how hard we've been working on this hey Joseph Baker's 29:15 happen so to start where your gbt will live is on this upper left corner I'm going to start with clicking on the zaap 29:23 your AI actions and on the right hand side you so so I guess these will be your open AI Dev day oh yeah that's that's that's a 29:37 GPT so I so I guess I guess you'll you'll have a specific sort of GPT bucket that's SE separate from your prom 29:46 prompt history you can see that's my calendar for today so it's quite a day I've already used this before so it's 29:53 actually already connected to my calendar to start I can ask what's on my schedule for today we built 30:00 gpts with security in mind so before it performs any action or share data it will ask for your permission so right 30:08 here I'm going to say allowed so Drew learning AI can I summarize this yeah so I I'll let her play it but but basically she's got this 30:24 zappier chatbot this this GPT it's connected to things like her calendar and to some some other actions 30:32 so she can just in her bot go what do I have going on today and it will go look at her calendar so that's the taking 30:38 actions part so because it's zapier and zapier has ACT has access to 6,000 different services from Salesforce to 30:48 Discord to slack to Google Calendar things like that the zappier GPT in particular is going to be really really 30:57 powerful because you can just ask it [ __ ] and if you've got it connected to a bunch of their different Services you 31:04 know you would be able to do something like if you had Z zappier hooked up to RSS feeds of the latest news in AI you 31:13 could just say you know in this bot what's the latest news and it would just go grab it suck it in there post it to 31:21 your slack Channel things like that so so she's just sort of demo demoing what a single GPT can be if it's connected to 31:28 other services and because zapier can connect to 6,000 it's a good one to to demo so gbt is designed to take in your 31:37 instructions make the decision on which capability to call to perform that action and then execute that for you so 31:44 you can see right here it's already connected to my calendar it pulls into my my information and then I've also 31:51 prompted it to identify conflicts on my calendar so you can see right here it actually was able able to identify that 31:59 so it looks like I have something coming up so what if I want to let Sam know that I have to leave early so right here 32:05 I say Let Sam no I got to go um chasing gpus so with that I'm GNA swap to my conversation with Sam and then I'm going 32:19 to say yes please run that Sam did you get that I did awesome 32:33 so this is only a glimpse of what is possible and I cannot wait to see what you all will build thank you and back to you Sam yep 32:44 so that's that now he's going to build one thank thank you Jessica so those are three great examples in addition to 32:53 these there are many more kinds of gpts that people are creating and many many more that will be created 32:59 soon we know that many people who want to build the GPT don't know how to code we've made it so that you can 33:06 program the GPT just by having a conversation we believe that natural language is going to be a big part of 33:13 how people use computers in the future and we think this is an interesting early example so I'd like to show you 33:18 how to build one now this is very cool all right so I want to create a GPT uh that helps give Founders and 33:28 developers advice when starting new projects um I'm going to go to create a GPT here and this drops me into the GPT Builder 33:38 uh I worked with Founders for years at YC and still whenever I meet developers the questions I get are always about how 33:43 do I you know think about a business idea can you give me some advice I'm gonna let this run I'll be right back 33:47 see if I can build a GPT to help with that so to start GPT Builder asks me what I want to make and I'm going to say 33:54 I want to help startup Founders think through their business ideas and get advice after the founder has gotten some 34:10 advice uh Grill them on why they are not growing faster all right so to start off I just tell the GPT a little bit about about 34:22 what I want here and it's going to go off and start thinking about that and it's going to write some detailed 34:27 instructions for the GPT um it's also going to let's see ask me about a name how do I feel about startup Mentor 34:35 that's fine uh that's good so if I didn't like the name of course I could call it something else but it's you know 34:40 going to try to have this conversation with me and start there and you can see here on uh on on the right in the 34:47 preview mode that it's already starting to fill out the GPT um where it says what it does it has some like ideas of 34:54 additional questions that I could ask um and you know what I so I just generated a candidate of course I could regenerate 35:03 that or change it but I sort of like that so I will say that's great and you see now that the GPT is being built out a little bit more as we 35:14 go now what I want this to do um how it can interact with users I could talk about style here but what I'm going to 35:21 say uh is I am going to upload transcript of some lectures about startups I have given please give advice based off of 35:36 those all right so now uh it's going to go figure out how to do that and I would like to show you the configure tab so 35:44 you can see some of the things that were built out here as we were going um by by the Builder itself and you can see that 35:49 there's capabilities here that I can enable um I could add custom actions these are all fine to leave um I'm going 35:56 to upload a file uh so here is a lecture that I picked that I used to that I gave with some startup advice um and I'm 36:04 going to add that here in terms of these questions uh this is a dumb one the rest of those are reasonable uh 36:12 and like very much things Founders often ask um I'm going to add one more thing to the instructions here which is be 36:18 concise and constructive with feedback all right so again if we had more time I'd show you a bunch of other 36:27 things but this is uh this is like a decent start and now uh we can try it out over on this preview tab so I will 36:35 say um what's a common question what are three things to look oops what are three things to look for when hiring employees at an early stage 36:51 startup now it's going to look at that document I uploaded um it'll also have of course all of the background knowledge of GPT 37:00 4 that's pretty good those are three things that I definitely have said many times um now we could go on and it would 37:07 start following the other instructions and you know Grill me on why I'm not growing faster but in the interest of 37:12 time I'm going to skip that uh I'm going to publish this only to me for now uh I can work on it later I can add more 37:19 content I can add a few actions that I think would be useful um and then I can share it publicly so that's what it 37:24 looks like to create a GPT with thank you by the way I always I always wanted to do that after like all of the YC 37:38 office hours I always thought man someday I'll be able to make a bot that will do this and that'll be awesome so with gpts we're letting 37:47 people easily share and discover all the fun ways that they use chat GPT with the world you can make private gpts like I 37:55 just did or you can share your Creations publicly with a link for anyone to use or if you're on chat GPT Enterprise 38:04 you can make gpts just for your company and later this month we're going to launch the GPT store you can list a GP thank you I appreciate 38:22 that you can list a GPT there and we be able to feature the best and the most popular gpts of course we'll make sure 38:30 that gpts in the store follow our policies before they're accessible Revenue sharing is important to us we're going to pay people who 38:39 build the most useful and the most used gpts a portion of our Revenue we're excited to foster a vibrant ecosystem 38:47 with the GPT store just from what we've been building ourselves over the weekend we're confident there's going to be a 38:51 lot of great stuff we're excited to share more information soon so those are gpts and we can't wait to see what you'll 39:00 build but this is a developer conference and the coolest thing about this is that we're bringing the same concept to the 39:12 API many of you have already been building agent-like experiences on the API for example Shopify sidekick which 39:21 lets you take actions on the platform discords Clyde lets Discord moderators create Custom Custom personalities for 39:28 and snaps my AI a customized chatbot that can be added to group chats and make recommendations these experiences 39:35 are great but they have been hard to build sometimes taking months teams of dozens of Engineers there's a lot to 39:42 handle to make this custom assistant experience So today we're making that a lot easier with our new assistance 39:55 API the assistance API includes persistent threads so they don't have to figure out how to deal with long conversation history built-in 40:04 retrieval code interpreter a working python interpreter in a sandbox environment and of course the improved 40:11 function calling that we talked about earlier so we'd like to show you a demo of how this works and here is Raman our 40:18 head of developer experience [Music] welcome thank you son good morning wow it's fantastic to see you all 40:30 here it's been so inspiring to see so many of you infusing AI into your apps today we're launching new modalities in 40:38 the API but we also very excited to improve the developer experience for you all to build assistive agents so let's Dive Right 40:48 In imagine I'm building one delas the travel app for Global explorers and this is the landing page I've actually used 40:55 gp4 to come up with with these destination ideas and for those of you with the Keen ey these illustrations are 41:01 generated programmatically using the new darly 3 API available to all of you today so it's pretty remarkable but let's enhance this app by 41:10 adding a very simple assistant to it this is the screen we're going to come back to it in a second first I'm going 41:16 to switch over to the new assistant playground creating an assistant is easy you just give it a name some initial 41:23 instructions a model in this case I'll Pi GPT for Turbo and here I'll also go ahead and select some tools I'll turn on 41:30 code interpreter and retrieval and save and that's it our assistant is ready to go next I can integrate with two New 41:39 Primitives of this assistant API threads and messages let's take a quick look at the code the process here is very simple for 41:49 each new user I will create a new thread and as these users engage with their assistant I will add their messages to 41:56 this threads very simple and then I can simply run the assistant at any time to stream the responses back to the app so 42:05 we can return to the app and try that in action if I say hey let's go to Paris all right that's it with just a 42:16 few lines of code users can now have a very specialized assistant right inside the app and I'd like to highlight one of my 42:23 favorite features here function cooling if if you have not used it yet function calling is really powerful and as Sam 42:30 mentioned we're taking it a step further today it now guarantees the Json output with no Ed latency and you can invoke 42:38 multiple functions at once for the first time so here if I carry on and say hey what are the top 10 things to 42:47 do when I have the assistant respond to that again and here what's interesting is that the assistant knows about functions 42:54 including those to annotate the the map that you see on the right and so now all of these pins are dropping in real time 43:01 here yeah it's pretty cool and that integration allows our natural language interface to interact fluidly with components and features of 43:14 our app and it truly showcases now the harmony you can build between Ai and UI where the assistant is actually taking 43:22 action but next next let's talk about retrieval and retrieval is about giving our assistant more knowledge Beyond 43:29 these immediate user messages in fact I got inspired and I already booked my tickets to uh to Paris so I'm just GNA 43:36 drag and drop here this PDF okaying I can sneak PE minor emergency with the doggy everything's good I'm back okay 43:45 it's I'm unclear what happened okay so um pop any questions you have down below let me let me go back to where I was um 43:56 let's see the building the GPT thing was pretty amazing um all right am I the only one that's totally lost probably because I let it 44:11 sort of bleed into developer stuff so let me go back let me go back and talk about the gpts all right so this was him building the thing 44:31 oh you were flying to Paris um okay so the couple of things that I wanted to talk about here Grill them on why they are not growing 44:45 faster all right so to start off I just tell the GPT a little bit about about what I want here and it's going to go 44:50 off and start thinking about that and it's going to write some detailed instructions for the GPT um it's also 44:56 going to let's see all right so so so the fact that you can basically just have chat GPT build the bot is a big 45:04 deal right um someone just posted what what's elon's bot supposed to do what elon's AI is going to do is the primary 45:14 thing differentiator right now is it's going to be connected to Twitter it's going to be connected to Twitter 45:21 data so wait you said you paid $9 not $20 how okay no I paid there's two different things so on this 45:36 chart these are two different areas of open AI chat GPT is like the consumer front end the developer playground where you actually 45:48 build applications is a separate fee that's the one I paid like no more than $9 on so it's 20 here and between like five and 10 45:58 there all right who will this help who will what help the creating these bots so basically anyone that wants to create a 46:09 customized tool that they can share with other people it's going to help so maybe you're really good at gardening maybe 46:16 you're really good at uh we've got Corey in here who's who's into Pottery um she might be able to make a a thing that 46:24 will train people how to do their own pottery right and it might even be able to make images and see images and and 46:31 talk about Pottery things like that like literally anyone is going to be able to make an application that is connected to this 46:39 really powerful large language model and is connected out to the rest of the world all right um let's see let's go back here Were You 46:52 underwhelmed by this Dev keynote no no I was not underwhelmed by it I was completely overwhelmed by it because 47:00 there's so much there's so much to unpack so so let me go back so sorry about the the the delay let me let me 47:05 just go back and reset a little bit so there's there's there's two main things that that Sam talked about in in 47:14 the uh in the keynote today one was the developer stuff this is a developer conference so most of what he talked 47:21 about lives over in this developer playground most of what we talk about on this channel is not that now we we are 47:28 going to talk a little bit about that cuz it's the only thing I have access to so we can go play with some stuff over 47:34 here um but he did also talk about stuff over here in GPT so um the custom gpts that was the thing that he was just 47:44 showing you how to build so you're going to be able to make these things and publish them as your own so so you'll be 47:50 able to make your own version of chat GPT that's specialized on some something that that you're interested in or or 47:57 that you think other people are going to be interested in you're going to be able to do um Advanced Data analysis within 48:03 it so if you if you've got um let's say you've got sales data for your company and you want to do a GPT for people to 48:13 ask for reports for you know sales you know historical sales data and and run analysis on it you can create a bot that 48:21 does that and then retrieval is you can upload your own data and you can either do data analysis on it or you can 48:28 retrieve it so if you have a list of phone numbers for all the different offices that could be up there and you 48:36 could say hey what's the phone number for the Madrid office and it'll just pull that in right because it can 48:40 retrieve your data and then they're going to have this GPT store and within the GPT store if your Bot is popular and 48:52 gets used a lot they're going to do rev sharing for that bot so so this is the this is the you can make money 49:03 with uh let's see for Grins and Giggles can we ask GPT to decipher the YouTube video and explain um real world use cases um we can 49:18 although it's probably too long for we we may have to go to Claude ironically enough let's let's see if they've got the 49:27 uh the transcript up yet yeah they do no results found oh so they're not showing their transcript oh that was evil of 49:41 them maybe it's just not ready [Music] yet 50:17 okay let's see um so I can't there's no I I don't have the transcript to this right now so I can't do anything there 50:29 um just think you can connect Bots the key is Simplicity and reliability thank you so much Nomad all 50:46 right fantastic 51:02 harod D what's happening how are you what is whisper so whisper is uh open AI uh transcription uh tool that you'll be 51:12 able to take something like this and transcribe it I use whisper in my companies I've got a video company 51:18 called storyvine and we use whisper technology to transcribe videos and they're coming out with whisper version 51:25 three whisper version two was really good so version three is probably going to be quite spectacular like really 51:31 amazing I I like if you've been around software for a while like transcriptions have been laughably bad for decades and 51:38 just all of a sudden in the past two years they're good Kyle there's some text summaries floating around on 51:45 Reddit and I wonder if perplexity could hit it possibly let's go see uh 52:00 um focus Reddit um open AI Dev Day video 52:24 transcript no couldn't find it couldn't find it oh well all right there's some okay so let's let's go back to this thing so so 52:34 that's all of that stuff it going true multimodal and they said That's supposed to happen today it was supposed to 52:40 happen today at 1 I assume this is just it's going to take a while for them to roll it out that's why we don't have it 52:46 yet April 2023 cut off and then this this whole idea of custom GPT so these custom bots that we're going to anyone's 52:54 going to be able to make their own I mean why I'm excited about these they can take action so you can connect them 53:00 to other services you'll be able to create gpts for yourself personally for your friends and your family for your company 53:11 um and then just generally publish them out to the world so we're all going to be able to create these applications 53:16 without having to know any programming I feel like I need to converse with AI like I need to teach it and I need to 53:24 learn from it that's so Joseph Baker that's a really good point that that these things do need teaching they've 53:32 memorized a lot but they don't know who you are and what you want and what these gpts will allow you to do is say okay 53:40 I'm going to teach it how I like to write like I was thinking I've written seven featurelength screenplays in my 53:47 day I was thinking I could create a bot where I upload my screenplays into it and I create a bot that just writes 53:55 screenplay dialogue like I write screenplay dialogue now that's something I could share with the world or that's 54:00 something I could just use so I could just pop into the my little GPT there and say hey give me a little scene about 54:06 this that or the other or let's do a little outline here and now write me some dialogue and it'll just take you 54:12 know training from my seven screen plays and use that as part of its training data so that's that um okay so now over 54:22 here on the developer side I'm going to go through this stuff quick because it's really geeky there there's there's not a 54:29 lot of uh of fun stuff to show here but I am going to go show you some stuff in the playground we're going to make an 54:36 assistant which is basically one of these gpts but here's a couple of things they talked about with GPT turbo so GPT 4 Turbo 54:44 128,000 token context window Claw claw. is a 100,000 token context window so it's about 3/4 of that amount of of that amount of tokens is is 54:59 words on average so uh whatever that would be half of that would be 60 so so probably you know 85 or 990,000 words 300 Pages 55:14 basically 300 p a 300 page book it can have in its memory it's also got um threading which which means it can remember stuff longer than its 55:27 context so so basically you know how if you've ever been using chat GPT and it just kind of loses its mind you start 55:33 out working with it you tell it some things and it's going really good and then all of a sudden it just seems like 55:38 it forgot everything you talked about it's literally because it just forgot everything you talk about it's only got 55:44 a 3,000-word window and and that's that's going up by a lot to like 75 to 990,000 words from 3,000 and then they're doing this thing 55:55 where it's also going to create threads where it'll have memory of the conversation where it can go back and 56:01 and you know augment its memory with with that thread um it's the the API calls are almost three times cheaper on average 56:13 they're 2.75 times cheaper on average um than gp4 so so it's a much more capable it's GPT 4.5 128,000 toen context window better 56:27 faster um and almost three times cheaper so so from a development standpoint this is a big deal they've also added true 56:36 Json as output and then function calling so function calling is like being able to call like the map they were they were 56:42 showing the the map when I came back from dealing with the doy um and and Json is basically it can output things 56:52 in structured data format that make makes it really easy to use with other computer systems basically um higher 57:00 rate limits just basically means it's it's two times higher rate limits so so uh you can you can do more for less 57:06 money you can do fine-tuning you can do this retrieval augmented generation which is basically pulling documents so 57:14 a lot of this stuff is stuff that um that uh what's it called um oh I can't remember it well it doesn't matter um whisper B3 57:31 is the text transcription and then the API will also have access to text to speech GPT vision and Dolly 3 so 57:41 developers are going to be able to develop applications that can have Vision can talk can listen can generate 57:48 images can do all this stuff can call actions so all of the stuff that people people have been talking about 57:56 autonomous agents all the raw materials for being able to easily build autonomous agents is in our hands now or 58:04 is going to be in our hands in the next week or two all right um where do all the calculations occur 58:12 um if you're talking about Advanced Data analysis those calculations when it's writing an executing its own python code 58:21 it's doing that within a container within your chat session but it is likely also sending calls to open AI so some of the calculations are 58:31 being done on open AI servers some of them are being done within the container um he did say something in in the thing about um for anything 58:42 Enterprise they're not they're not training any of their stuff and they're not like they he basically want one of 58:48 the things he also said in the uh in the uh in the keynote was they're going to pay your legal bills if you get sued for 58:56 any kind of copyright things or things like that any sort of you know security or copyright things so um you know 59:04 they're they're they're aware of those issues and they're aware that big companies are not going to use them if 59:11 uh if they don't get that stuff dealt with um okay so let me go show you so so now I'm I'm in the GPT playground 59:25 and it's changed a lot so GPT playground used to sort of start you out in this Mode called um called chat and let me see close that you kind 59:38 of have your your system message here where that's where you tell it how to act and then you basically have your 59:42 chat session here and then over here you've got things like temperature and maximum length and and all that and 59:50 there's now this gp4 1106 preview so that's the gp4 turbo preview I think um so you can now you can now 1:00:01 start to play with that so you can make your own kind of chatbot and and prompt for that but there's also this thing called 1:00:08 assistance at the top and that's basically these gpts so I created one and then there's a on the left hand side there's a little 1:00:17 menu here called assistant and I've made one of them 70s muscle car expert so I just have in a very short little prompt but if I go to 1:00:27 the playground The Prompt is you're an expert on 1970s muscle cars from America no matter what anyone asks find a way to 1:00:35 turn it around to talk about a car it reminds you of and create a list of trivia to catch their attention then 1:00:43 start a dialogue about what their favorite cars of the era are and we're going to use the gp4 turbo I can also 1:00:51 add in functions so if I know how to call Api I could you know have this go out to I don't know one of the car auction 1:01:00 sites and pull in car data for that particular car I could use code interpreter to do math on you know 1:01:07 calculating the cost of buying a car um retrieval I could retrieve data but now if I go in here and I say um what's the 1:01:22 best what's the best climate to plant avocados and so I'm going to say add and run so I didn't ask it anything about 1:01:40 cars and it should here we go so it says Ah avocados th thrive in warm climates with mild Winters such as those found in 1:01:50 sou Southern California or Florida however speaking of Florida it remind reminds me of one of those 1970s muscle 1:01:56 cars the 70 Hemi Cuda its iconic performance and design could definitely heat up the conversation just like a 1:02:04 warm climate that avocados need to grow and then it gives you a little uh little trivia about the Hemi the Hemi engine 1:02:12 The Limited production the Barracuda Evolution um color for personality and then it says so now that we've dipped 1:02:20 into the uh into some horsepower hype Nostalgia so so I'll be able to now we we'll be able to now publish these like 1:02:28 if you just wanted to put out a cool thing about you know' 70s muscle car trivia you'll be able to just knock it 1:02:34 out really really quick quickly and put it out in the world do you work with llms for a living no I'm I'm a founder and CEO of a 1:02:43 company called Story vine which is an automated video storytelling platform and we've Incorporated a lot of AI into 1:02:49 the platform but it's an 11 11 and 1/2 year old company so most of what we do is not AI um but but we've rolled it in 1:02:57 and the product road map has a lot of it in there and I am just I I was a an entrepreneur in the early days of the 1:03:04 worldwide web in the mid 90s I started one of the first digital agencies and so I've been through one of these Cycles 1:03:11 before and so here we are again and I'm like I'm just the the this generative AI stuff is like nothing I've ever seen and 1:03:21 so I've spent the last two years just being AAG man obsessed with it and I started this channel um a year ago the first week of 1:03:30 December so I'm coming up on the one- year anniversary of this channel the oneyear anniversary of the AI Salon in fact let me talk to you 1:03:38 about that sweet Sher Sherry D no I don't I've got one I just need to use it um let's see watch the whole opening 1:03:48 I think today still confused about chat versus API okay I can I can talk to that do we know how much we can upload yet we do 1:04:04 not we do not it seems to be about what was um oh that was something they said today oh thank you very 1:04:19 much one of the things they said today is historically if you upload a file that's larger than the context window so so 1:04:33 chat GPT had a context window of four or 8,000 tokens fored and so if you uploaded a document that was 15 times that size you 1:04:47 would have to do what's called chunking where you would have to take that single file and break it into chunks and then 1:04:54 and send them all individual basically embed them all individually and just get it into sort of chat GPT kind of 1:05:00 language you you had to do that manually um that's now all being handled automatically with with this gp4 turbo 1:05:09 so people people are going to be able to upload oh he said 128k well 128k is the 128,000 tokens is the number of 1:05:20 tokens I don't know what the file size uh limit is is there a file size limit when you upload something the 128,000 is is uh is the token 1:05:31 limit um maybe I can retrieve some of my money back from cryptocurrency yeah I know tell me about it I got I got 1:05:39 something got flushed down the toilet there too luckily not a lot oh man um 1:05:55 all right let's see this is this is a lot of this right now is really frustrating I know because because we can't actually go play with 1:06:08 these tools so maybe what we should just do is go play with chat GPT um as it currently exists because not for nothing 1:06:15 it's still pretty [ __ ] remarkable even in its old ancient four- week old features like like uh Dolly 3 and GPT 1:06:25 Vision um so maybe we'll do that U hey Kyle on assistant is it doing persistent data retrieval like persistent knowledge 1:06:33 it so so I don't I I'm I'm I'm I'm a few hours into this too and I haven't really built anything on it yet so but what they said today is 1:06:46 yes is that it is going to have because it's got retrieval Lang chain Lang chain is the thing I was thinking about before so 1:06:55 basically what they're creating is even in the consumer Bots these GPT things as well as the API for the 1:07:03 developers a lot of the tools that are in Lang chain they're now making available within the directly within the 1:07:12 API and it's you're going to be able to to do all that stuff big warning though if you play with this make sure you have 1:07:19 a spending cap on your settings yeah for sure although um it's gp4 is now 2.75 times cheaper than GPT 4 so but 1:07:30 it's still it's still more expensive than GPT 3.5 if you're the only time you're going to really if you're just 1:07:36 doing um sort of low volume little chat Bots and things like that it's not going to cost you much if you're starting to 1:07:43 do big scale automations and things you know automations from within um zappier or or you know you're manually coding 1:07:51 your own things then yeah you could you could run into some some decent Siz bills I've never run into any so but I'm 1:07:57 not I'm not sending lots and lots of uh things it's cheaper now but but not not cheap it adds up fast yeah 1:08:06 exactly and that's that's another thing is you know if you start getting into the development side of this you know 1:08:13 understanding the costs so using things like GPT 3.5 when you can um there's a token count tool that will tell you how 1:08:20 big your file is oh that's cool that's nice but it sounds like they're handling all of the chunking automatically now 1:08:27 that's that's what um one of the developers said when Sam brought him out all right I never saw okay hey Kyle 1:08:38 Kyle here hey Kyle Boyer have you used chat GPT for code refactors or fixes yeah we have um we had we had in in my my 1:08:50 company's app we had a really obscure bug that was only happening on one device and it was just crashing out that 1:08:59 one device and um we could not crack it and it was after like three weeks of trying to troubleshoot this I just said 1:09:10 just grab the code where it's breaking and pop it into chat GPT and see what it says and he had two he had two 1:09:17 characters inverted and he fixed them and it fixed the bug so I don't know what it was doing in the code it it 1:09:22 wasn't affecting any other devices but that one device um but that was an obscure bug that we never would have 1:09:28 caught right or you know or it would have taken another couple of weeks for someone to stumble on it and you know fix fix that 1:09:35 inversion um so yeah uh and and refactoring do yeah doing things like refactoring I've I've heard that that 1:09:48 gp4 was really good at coding and then it got worse and I don't know if this new stuff's going to be much much better 1:09:55 I assume it is um but I would say that's something that you're going to have to play around with will the marketplace be 1:10:02 lucrative for people creating gpts um good ones I mean I don't I don't know I mean I know that one of the things that 1:10:11 Alman talks about is is universal basic income and his if you go read or or watch videos on worldcoin his his 1:10:21 identity and cryptocurrency that's all about Universal basic income so I know he's about um you know providing some kind of equity for 1:10:33 people realistically I don't think you're going to make a fortune on those gpts but I would think that if say Disney 1:10:45 wanted to make a Disney bot or Disney GPT um and it got used a lot or you know or George Lucas wanted to make a Star 1:10:54 Wars GPT if they get used a lot they'll probably generate a fair amount of Revenue so the it this this is almost 1:11:02 identical to the early days of the App Store like some some people made big fortunes um launching relatively shitty 1:11:09 iPhone apps because they just did something clever that caught people's attention there's going to be that kind 1:11:14 of opportunity shortterm and then if you do something really remarkable there's going to be opportunity long term check 1:11:21 mod Discord all right all right um no 1:11:37 fine thanks have [Music] 1:11:52 a uh all right thank you very much jrc 1:12:08 appreciate that I'm all for Ubi I think Ubi is interesting we'll we'll see we'll see how it's GNA play out I don't think it's 1:12:19 I think I don't think we're going to need it long term but who knows it's it's just it's way too early to know 1:12:24 what the impact of all this stuff's going to be 3.5 turbo is better at coding yes I've been using Lang chain to automate 1:12:31 code fixes yeah that's that's cool um I you know I would say definitely play around with four but if you're doing a 1:12:38 lot of stuff you know it might be too expensive to use for today was about 4.9 uh file uploads seem interesting 1:12:49 considering I've had to manually chunk yeah yeah the fact that they're saying and it's it's doing Auto 1:12:56 chunking and it's doing persistence and it's doing threading there's a thing called threading they're doing which can 1:13:01 basically maintain conversations over time um again I don't because I'm not developing a lot of applications on the 1:13:11 developer side I don't know a lot of the implications of this stuff but I know this is what people are talking about 1:13:27 [Applause] [Music] App Store analogy having reminiscent for the same thing let's see wasn't today just about having more 1:13:41 access like nothing about the AI itself um no I mean going from an 8,000 or 32,000 token context window to 1:13:58 128,000 that's about that's about the functionality of the AI itself right that's about its memory getting better um it's faster 1:14:12 um regular human beings who are not Engineers are going to be able to essentially do function calling and um rag retrieval augmented 1:14:26 generation in in these gpts and they're like like the non-developers are not going to know what this shit's called 1:14:32 but they're going to know I can upload some of my documents and I can make a a one of these gpts that answers the questions my employees 1:14:43 have and so it's it's uh no I think this is way more than than access this is this is way more than access this is this is fundamentally 1:14:58 shifting all right so here's a good example so right now with chat GPT you've you've got all of these people you can make money with chat GP 1:15:09 making um prompt libraries and and you know take my course and I'm going to give you all these prompts and I'll give 1:15:15 you access to this prompt library and stuff like that and then you have to go find their database of prompts and you 1:15:21 have to sift through it and find things that are relevant to what you want right now and then you have to go to your own 1:15:27 version of GPT and you have to put in your prompt and then if the prompt isn't quite right you got to modify 1:15:35 it as opposed to that same person that wrote all those prompts could now write a bunch of bots and there might be 1:15:42 here's the gardening bot and here's the small business bot and here's the pizza marketing bot and here's the make cool 1:15:50 Instagram images bot I use it to make lesson plans as a teacher yeah here's the lesson plan making bot and then 1:15:58 those those Bots those gpts can get published and if I'm looking for if I'm a teacher looking for lesson plans I I'm 1:16:06 not going out to find a lesson plan prompt so I can put it in chat GPT I can just go find the GPT that's specifically 1:16:14 designed to do lesson plans for the fourth grade in Southern Illinois that follows the school board's recommendations for the curriculum in 1:16:23 Southern Illinois someone's going to make that GPT and I could just go get it so so I I think it changes a lot it you 1:16:32 know it it changes who can make an application it changes how you use GPT in the first place there's a tremendous amount of people right now 1:16:43 that don't use chat GPT it's like north of 80% haven't used it once none so 80% so I don't know how many in here there's 1:16:57 176 people in here right now if you haven't used chat GPT you should go there and use it but there's probably a 1:17:03 decent percentage in here that haven't used it and so I think I think the announcements today the implications of 1:17:11 it are over the course of 2024 there's going to be this whole world sort of opened up to people um that that are 1:17:21 going to make it much more access ible so let's see just got here where's the GPT for genealogy um I don't know there's probably if you 1:17:34 go to Future pedia.com GPT thing I think you could probably make one um I need this Pro 1:17:52 service litigation in defense against government oh I need this for proservice litigation in defense against 1:18:02 something Kyle it's going to be like the iPhone and the App Store yes exactly Jonesy it is what do you think about 1:18:10 gpts and the marketplace of assistance that's that's what we're talking about right now I think it's absolutely flipping huge it it's 1:18:21 huge huge huge huge I ask my friends and many of those who haven't used it they say they will wait until it's 1:18:30 easier yeah and it's listen this stuff's not going to get super easy for some time just because the nature of what 1:18:39 these tools are and what they're doing is is profoundly powerful and they're they're they're all kind of separate 1:18:46 tools right now and the announcement today says that they're going to start rolling them together so so hopefully 1:18:53 over the next week or so we're going to start seeing that sort of stuff um yeah I I don't know that people have as much 1:19:08 time as they think I I think it's just I think it's really imperative on as many of us as possible to just get people to try it 1:19:17 get a little bit educated about it because it's moving so damn fast that by the time it gets easy enough for 1:19:23 everyone to use it like a lot of the opportunity is going to pass people by um it can't be easier it's literally 1:19:32 like talking to a person well it's so what what can be easier what's your name Tyree logston um what can be easier is 1:19:42 what do you use it for right and that's where I think these agents these these uh assistants these gpts are going to 1:19:50 help because right now you go to to chat GPT and it's just like this empty box and you don't know what it's for and I 1:19:57 think these agents it's going to be easier to Market them to people hey do you run a pizza shop here's the pizza shop marketing 1:20:05 GPT oh I need to Market my pizza shop let me start talking to oh that's really cool oh that was easy so yeah it's it's 1:20:13 easy to talk to them but it's not easy to know what to do with them and I think that's that's one of the things that 1:20:19 this is going to help a lot so so here's the deal all of us anyone who's talking at all about this anyone who's 1:20:26 experimenting at all with this stuff is going to be able to um like have a have a a head start on everyone 1:20:37 and generate some of these Bots and put them in the world and get noticed for it if everyone can Dev with it what 1:20:44 prevents copycats from making identical Bots and apps J Hamilton that is the Jay Hamilton 1776 um that is the billion dooll 1:20:56 question so if you want to see an interesting there's an interesting article called we have no moat M oat that was written by a Google 1:21:06 engineer talking about the fact that he was talking about large language models that basically the open source Community is starting to 1:21:14 make their small inexpensive large language models behave you know perform almost as good as the really expensive 1:21:22 ones and he said there's no way we can Pro protect against this nothing is going to prevent people from you know copying those Bots 1:21:33 now it's not just the prompt that's in that bot there's also the documents that you upload right so if you upload a 1:21:41 bunch of documents that are really good proprietary data you might have a GPT that even though it's the same on the 1:21:48 surface is doing things way better than someone else's GPT that doesn't have as good of data I think private data is 1:21:55 going to be the place where software and companies differentiate themselves using tools that are essentially 1:22:04 identical use Bots for what exact exactly custom mobile apps yeah custom mobile apps um personal assistance um travel shopping 1:22:21 Bots uh uh uh 1:22:38 uh nothing that's why there's 28 Different official chat GPT Bots before open AI yeah yeah well those were all just copycats trying to copy 1:22:50 it what was that video called the video is the official open AI Dev day opening 1:23:05 keynote from open Ai and again there's there's kind of there's kind of two things that he talks about in there he starts out talking 1:23:19 about GPT for Turbo which is the base the base model and I that applies to both chat GPT and to the developers then he talks about chat GPT 1:23:31 in particular with this this GPT maker and then the whole rest of the keynote is for developers basically so the bulk 1:23:40 of this conversation is for the developers so if you're not a developer just watch the just watch the middle 1:23:47 section where he's talking about chat GPT and these things called gpts um cuz that's the stuff that we'll have access 1:23:55 to apparently today but I still don't have access to it let me go see if I get access to it now no option 1:24:12 reload no no I got nothing I got nothing will standard filters applied to 1:24:27 personal gpts I don't know what standard filters I don't know what you mean by a standard filter I on 1:24:34 China any tips for better prompt writing I've had GPT ignore instructions or rules um my general recommendation on prompt 1:24:49 writing is think of prompts more like conversations than um than writing the perfect prompt so so don't just think 1:25:01 like oh I've got to write the perfect prompt and get the perfect answer back that's sort of the Google model of of 1:25:07 what Google sort of trained us to do and with chat GPT it needs a lot more context so start out and you know tell 1:25:17 it what role you want it to play and then talk give it some background about what your about to do and then ask it if 1:25:24 it understands and say things like take a deep breath and and think through this step by step before answering me 1:25:33 surprisingly those kind of things make a measurable difference in the quality the the output and then when it does answer 1:25:41 you tell it if it got it right tell if it if it got it wrong and then just keep iterating and iterating and iterating 1:25:48 that for me that's that's really where the art of promp comes in um creating bots you know until the until and always 1:25:57 be polite that's that's a good one Herod um until the uh until this thing shows up for us you can go practice on po.com 1:26:05 make yourself a bot there publish it and start interacting with it and if it starts giving you shitty answers go 1:26:12 modify your prompt and then go back to it and you know modify it just keep keep iterating on Bots and it'll it'll help 1:26:20 your prompting a lot what your take on boot camp I don't know boot camp let me see let me go look let me go look is that 1:26:31 new is this open AI or something else boot camp 1:26:51 AI I don't know I don't know what what you're talking about with boot camp Google is keywords totally 1:27:05 different mindset yeah exactly Earth rocker it's it's it's just a completely different thing the thing about it though 1:27:11 is we've got 15 or 20 years of conditioning for how to write a keyword prompt and so I think people make the 1:27:18 mistake with chat GPT of thinking it's the same thing and it's not tell chat GPT that it's a mock situation and it will be what you 1:27:30 want yeah well it that that's a way to get around it depending on what you want to do it's still it's safety guard rails 1:27:36 are still going to come in uh uh uh um hang on one 1:27:51 sec all right let's see don't forget to like 1:28:05 and follow oh okay yeah so thanks Silver Fox for reminding me of that so do me a favor here um one of the things we can do is we can 1:28:15 go in and start playing with chat GPT um although we're kind of the the world is discombobulated right now cuz they made 1:28:23 all these big announcements and we don't have access to them so it's hard to actually show you show you what they are 1:28:28 without you know totally geeking out right now um you know and going going doing stuff that looks more Cody it's it 1:28:36 it doesn't demo well when when you're on the development side um but if you would um follow my channel I'm I'm like 350 1:28:45 people away from a a big milestone of 30,000 followers and November 30th is coming which is the oneye anniversary of 1:28:52 of chat GPT so so follow that and then also if you'd be so kind share the live um so we can get some more people in here and 1:29:01 um and what else um you know what I want to talk about I want to talk about so so this live is part of a larger thing a community that I 1:29:17 started um last December the the the week after chat GPT launched I created this thing uh with with uh this woman 1:29:27 Leah faston who's a professional photographer out of Boston called the AI salon and if you go to the salon. um it'll walk you through 1:29:38 um it's a link tree the first link will walk you through what the salon's about what our values are um and there's a 1:29:47 Meetup so we have a Meetup tomorrow so Cindy [ __ ] who's here in the in the the uh she's been in the channel tonight 1:29:54 she's speaking she's a futurist she was she was on the live stream uh when when we looked at the uh the keynote today 1:30:02 from open Ai and she was just like oh my God my mind's blown which a lot of people were and um so she's going to be 1:30:09 speaking tomorrow night and she's got a really cool uh thing she put together that she's going to share with everyone 1:30:14 and we're going to do kind of an interactive thing so that meeting's tomorrow night so the information for 1:30:19 the Meetup is the second link on this page and then the third link is the link to the Discord and so over on the 1:30:27 Discord introduce yourself there are guilds um it's it's a really cool community of people check out the values 1:30:35 uh at at the AI Salon you know the values are they're going to seem like oh yeah those are nice but like really take 1:30:41 them in because I while I want to grow this community I want to I want to retain what's really good about it so so 1:30:48 like just really quickly the values for the salon the first one is curiosity like we want people that are curious we 1:30:55 want people that are generous so as they learn stuff they share stuff um we want people that are adventurous and wanting 1:31:03 to explore and not you know not operating from a place of fear but operating from a place of Adventure uh 1:31:09 we want people that are collaborative like hey let's let's do something you know I got a barn I'll make the costumes 1:31:15 let's put on a show um that's the spirit we need right now just in general with all this stuff cuz things are moving so fast 1:31:22 inclusion is another one people are are coming from all walks of life into this right now cuz nobody knows what's 1:31:28 happening nobody if anyone tells you they're an expert they're not nobody knows what's going on with this stuff 1:31:35 and then the final one is empathy just understand that we're we're we're in a very volatile and shaky um world anyway right 1:31:48 now and then you know you have what's going on in in the Middle East and you've got um what's going on here with 1:31:56 politics in this country and and now we've got this AI thing that's upending a lot of jobs and and sort of generating 1:32:05 a lot of insecurity and there's a lot of fear out there so um so empathy is a really big part of the salon as well so 1:32:12 if you resonate with those values please please join the salon and uh and come hang out here the the whole point of 1:32:19 these things I've been doing these these lives nightly seven nights a week for the past 5 months so why am I doing 1:32:32 that you know I'm not I don't really have an endgame right now I why I'm doing it is I think it's very very 1:32:38 important and and you know when we watched that thing live today as a community it it was really it was really 1:32:45 quite amazing cuz it's a lot of people that have been in here sort of kicking the tires on this AI stuff and they knew 1:32:51 what all of the things that were announced meant even if they didn't know what they meant technically they they 1:32:56 knew what was going on they knew that something different was happening so anyway that's what that's about mods 1:33:02 please pin Kyle how did you wait how did you realize to jump on this in five days so so Veranda I 1:33:17 um so I discovered I I discovered St diffusion before chat gbt so so for about a year before chat gbt I was 1:33:28 playing around with a an nft project called pixel mind that was built on top of stable diffusion and then I thought I got to 1:33:36 teach myself stable diffusion because I want to I want to know how this stuff works and so I failed nine times to get 1:33:42 stable diffusion up and running on Google collab and it was really frustrating and I felt like a [ __ ] 1:33:47 idiot I'm like I'm just not good enough I'm not technical enough and and then I finally got it up and working and I 1:33:55 figured out how to make dream Booth work and that was another four or five misses and so probably in October of 1:34:07 22 a good friend of mine Chris Needum said hey will you talk to my friend Leah she's a photographer and she saw some of your 1:34:16 artwork I created this project called Kyle Shannon dreams so if you go to Tik Tok Kyle Shannon dreams or if you go to 1:34:22 instagramy Shannon dreams that's this art project I did of just these kind of stable diffusion wacky self-portraits 1:34:31 and and um personas and it was just a fun project and so I was talking to Leah and she's a professional photograph 1:34:40 photographer and she's like well what's going to happen with photography and we just got to talking and we were like we 1:34:45 should put together a group that's trying to figure this [ __ ] out and so that was kind of early November mid November and so 1:34:56 she and I were already talking about um doing something you know really just for artists and then chat GPT came out and I 1:35:07 just said [ __ ] it we got to go and so I literally just just we we set up um I think we set up a salon we did our 1:35:19 first salon four days after we decided to do it like it it was just we just we just went it's it's one of my 1:35:30 it's one of my fatal flaws and and I don't know I guess it's a good thing I just decided [ __ ] it I'm going to go do 1:35:38 it like it just felt important to me here's why I knew that I needed to do it so in 1994 when I started learning about the 1:35:48 worldwide web and I started teaching myself HT ml I was like there's got to be people that know more about this than I 1:35:56 do are you our Professor X um you know I know there's got to be people that know more about this than I do and so I put together this thing 1:36:10 called the worldwide web artist Consortium and um what I discovered is that nobody knew anything everybody was trying to figure 1:36:21 it out and let's see there's a cool one and so I thought well this AI stuff's going to be the same way cuz my 1:36:35 big Epiphany with chat GPT was in 90 minutes never having written a line of python I wrote a a fully functional python application and 1:36:48 uh I just knew that the world had just [ __ ] changed and so I just put the uh put the salon together so I don't know 1:36:56 and I started so I started a newsletter this Tik Tok Channel and the AI Salon in a 3-we period and back in 1994 I 1:37:06 started um an online magazine called Urban desires um the worldwide web artist Consortium which was that group 1:37:13 and then agency.com which was one of the first digital agencies I did that within a month I did those three things within 1:37:19 a month so so once once I have one of those moments where I something kicks in that oh [ __ ] this is this is something 1:37:28 you need to pay attention to I just go so I don't know that's how I did it that's how I did it all right fantastic 1:37:36 so many people in here it's great having y'all in here it's really great um all right let's let's uh first of all what 1:37:43 the what the what the hell's going on with the hair here people hang on I need a little I need a little quaffing 1:37:52 forever hooked thank you appreciate that all right can I instruct it to replicate this video script and then create a 1:38:05 monetizable version using AI sure um go to go to the YouTube channel so if you go to um AI learninglab dtt on YouTube all the 1:38:18 transcripts are there yeah go turn it I was thinking about that today that I could take the um I could take the transcripts of all 1:38:28 the all the videos of these that I do and put them up there but it's all it's all historical so I don't know it's me I 1:38:35 mean those scripts are me just rambling like like it's it's Chad ad sometimes I'm just cracking jokes sometimes I'm 1:38:42 demoing [ __ ] Kyle is AI Jack Black I'll take it I'll take it I like you yeah [Music] woo oh man hair growth geek going on about my 1:38:57 hair I need some product hair growth geek we got some well the product I need is [ __ ] scissors thank you Sher bear 1:39:04 have you been a part of a hacker space I have not um I've been in a lot of hackathons um this the salon in a great 1:39:12 way is is kind of turning into a a a big hacker space the guilds so what we did within the salon is it used to just be 1:39:21 would meet every other week we had this Discord Channel and there there were kind of sections in there to have discussions but 1:39:28 um we we added guilds and so like we've got an AI 101 Guild for beginners we've got a an AI mechanics Guild for geeks 1:39:38 we've got um an Art Guild a writing Guild a business Guild an entrepreneur Guild a healthc care Guild um we're 1:39:45 looking for someone super passionate about education to head up an education Guild I think it would be great to have 1:39:51 people that are passionate about education trying to figure this [ __ ] out rather than trying to figure out how do 1:39:56 we block it how about we figure out how to incorporate this stuff into the classroom since this stuff's going to 1:40:03 transform the world that students are going to be entering into right Kyle mentioned his hair have a drink oh are we playing Kyle bingo so 1:40:16 don't you also have to drink when I do this you can make money I called it the salon so there's a it's 1:40:24 not hair salon although I should call it that um there there's a tradition of salons in the in the late 19th century 1:40:33 um of people just getting together and you know bringing in speakers and and talking about you know talking about things so so it's really 1:40:42 just that idea of having a group of people that come together in a curated kind of way um to learn and to explore 1:40:51 and to experiment uh and things like that so just look up the history of salons in the in the you know 1:40:57 late late 1800s and early 1900s and then there were some some also some in the in the middle of the century that were 1:41:05 pretty amazing too I'm the director of innovation for my company your channel has made the light click for me awesome 1:41:12 fantastic Jay Hamilton a lot that's great that's great listen here's here's the whole thing this is so that's that's why this Channel's here 1:41:23 is it's very easy to be cynical about this stuff it's also if you're if you're director of innovation for a big 1:41:31 company there's no inherent rush you know this there's no inherent rush in big companies to actually innovate 1:41:41 right the problem with this AI stuff is it's so powerful and it's so transformative that what's going to happen is 1:41:51 a lot of organizations are going to get caught sleeping where smaller companies are going to come in like out of nowhere really 1:42:02 nimbly that historically wouldn't have been able to compete with a big company and they're going to come in and they're 1:42:08 going to kick the [ __ ] out of the big company and and the big companies are are like literally going to be like wait 1:42:15 that's not possible how's that even possible like there's going to be a lot of companies that get blindsided by 1:42:21 small organizations that have gone all in on AI and have been doing it for a year or two or three so to the extent 1:42:29 that big companies are kind of sitting back going ah we've got some years it's not secure yet it hallucinates like they 1:42:36 know enough about generative AI to know all the bad [ __ ] about it but they're not actually curious about it and 1:42:42 exploring it so so Jay I I would encourage you to join the salon um hang out on the Discord and like share what you're 1:42:49 learning you know you know ask questions there it's that's that's the whole idea is to make a very safe space where 1:42:56 people can just geek out on this stuff without you know fear of being around people that are just trying to [ __ ] all over it 1:43:04 um creative shop education Guild would be autum uh would be awesome yep I would love to see [Music] that and by the way the way we do guilds 1:43:19 so there's lots and lots of guilds we could have all of the guilds that we have they exist because someone naturally emerged 1:43:30 as a leader within the community that was really passionate about that thing and so um so we're starting with the 1:43:37 people right back to that idea of empathy and inclusion we're starting with who's who's showing up and who's 1:43:43 showing up in a way that they they really want to talk about a particular thing like Roger and Pate in who who 1:43:50 co-lead the mechanics Guild they were both really passionate about explaining the how the technology of large language 1:43:58 models work to a non-technical audience and so they made a guild you know with with that as the imperative and that's 1:44:07 that's the thing I want is I want people that have some sort of vision for how they want to connect with other people 1:44:12 and how they want to help other people and what they want to accomplish Sher D who started the uh the healthcare Guild with Joker and 1:44:21 jrc um similar sort of thing like they they've got passion for it and they want to do it so anyway how do I lead an 1:44:29 education Guild guide on the Discord so just me and the trees so just jump in and start participating um introduce yourself if 1:44:39 you have a different Discord name than just me and the trees like let us find let give us a way to connect your Tik 1:44:46 Tok handle and who you are in Discord and then just jump in and and start participating you'll that you'll get welcomed in there and start 1:44:54 participating and if it's if it's a community that you like and you know come to some Salon meetings and it's a 1:45:00 kind of thing where you want to spin up a community within it then then let's talk and we can we can make it happen um 1:45:05 I uploaded a basketball game play-by-play list and GPT wrote a sports article with stats perfect now I hope 1:45:13 you Bob Hamilton also went back and checked the stats because sometimes it'll give you stats you think are right 1:45:20 cuz you uploaded the data but they're not really right so just so make sure you confirm that but assuming you did 1:45:26 yeah it's it's great for stuff like that I can send you the Tik Tok I did not okay fantastic all right let's 1:45:35 see Kyle when are you switching from Discord to the other platform hey Barbara so we're going to announce um we're going to 1:45:47 announce tomorrow that we're making making the switch um we're we're going to ask oh I've got to set this up Jesus I got I got so much 1:45:58 to do um we're going to have people um donate in dollars how much they hate Discord from like1 to $20 and and then uh because um because 1:46:13 we we're switching to Mighty networks and uh and we've got it mostly built out so we're going to announce it tomorrow 1:46:20 then probably middle of the month um we'll probably start to move the guild members over so there's some activity in there and then on our 1:46:30 one-year anniversary on December 5th um we're going to fully roll out Mighty networks the new the new um the new 1:46:41 community platform and it's it Mighty networks is really good it's it's we we've got it set up and there's a decent 1:46:48 amount of people in there now kind of playing around and kicking the tire and everyone seems to be liking it so I 1:46:52 think it's going to be quite good um I hate the other more sorry it's okay Joker so you know that's we're going to 1:46:59 the Discord will likely stay alive for you know playing with Bots playing with mid Journey there'll probably be some 1:47:07 you know sub community that really does like Discord the problem with Discord is so many people haven't used it it's it's 1:47:14 really been a hindrance for um for the growth of the community so cuno $20,000 she hates she hates Discord uh forever hooked I got 100 1:47:28 bucks for you to match awesome that's great yeah it's it's going to cost us 116 a month um for the for the level 1:47:35 that we need for the community so so at some point we'll we'll figure out how to do I think what we might do at some 1:47:41 point is is maybe it's like 99 cents a guild and then I don't know $299 for all the I don't know we'll we'll figure it 1:47:48 out we'll figure it out um I just started learning Discord uh will Mighty networks be better um yeah so so mighty networks is web- 1:47:58 based um it's got a feed kind of like Facebook so you log in and like um your feed is generated from any activity in 1:48:07 things you've joined um you can join guilds you can join channels there's chats there's um like one of the 1:48:17 problems in Discord is you're you're having a chat right right and someone says something important and then lots 1:48:23 of people start talking about it and the important thing they said just just like goes away cuz there's all this you got 1:48:29 to like scroll back to see what people are talking about um within Mighty networks you can have different kind of 1:48:35 pages that are not really chats but they're more like a post like I post here's an image I made and then people 1:48:41 can vote on that and comment on it it's got calendaring you can go live within it so so one of the things we encourage 1:48:49 is people teach teing what they know um so you're going to be able to just basically if you're in a guild you can 1:48:55 just go live and have people join your live right right from within it [Laughter] [Applause] 1:49:18 um um let's see I can start a private chat server for free yeah I I I mean we could do it for free it's it's just this is this is 1:49:31 one of those things where it's just going to take a while like like you could spin your wheels on this forever 1:49:37 there there are 40 different ways to do this Mighty networks has been around for like 15 years they're they're decently 1:49:42 sophisticated so I'm I'm happy with it so far um the other thing that it's got that I'm excited about is people are 1:49:49 going to be able to make um courses so you can make a course within it and then you'll even be able to charge for those 1:49:57 right and so so individuals are going to be able to make money and the the the salon will be able to you know um 1:50:05 sustain itself that way is mighty networks more access accessible for screen readers or closed captions in 1:50:13 live I don't know I think the lives I think the lives will probably still go live with Google meet um which has closed captionings in it 1:50:23 but I don't know uh harod D how can I make M with it g to going to need a new 1:50:39 button oh [Laughter] man have you heard about chat jpt releasing a Bots Builder yeah we were talking about that earlier then I had to 1:50:50 run off um yes the Bots Builder they're called gpts you don't have to know programming with them it will they will actually 1:51:01 help you write themselves and then you can do things like connect them to other services and um upload your own 1:51:10 documents to them it's going to be incredible uh it's it's going to be incredible you lost me at Myspace I mean web- based oh yeah 1:51:20 I mean Discord is webbased it's just a different kind of browser but that's it's it's basically a web all Discord is 1:51:27 is a fancy web browser so technically [Music] uh my company tells us that the reason 1:51:44 wait my company tells us all the reasons it's dangerous I ask them how are we getting to yes yeah yeah 1:51:54 there there's there's an infinite number of ways to say no to AI absolutely what was that about Kyle 1:52:09 laugh type continue talking oh I don't know the mods are just chatting about stuff so I've got I've got my iPad off to the left there d 1:52:24 oh cool digital gods made a transcript of the AI 1:52:48 conference download all right so let's I have a feeling this is going to be way too big for the current chat GPT 1:53:04 to deal with oh that's it okay 1:53:33 okay um can [Music] you summarize the main points from 1:53:48 this no that's too big though we can probably go over to Claude which Claude is not happy right now anthropic is probably pretty pissed 1:54:01 off right now so anthropic if you haven't played with Claude claud's big claim to fame was that it's got 100,000 1:54:09 token context window so you could take say a transcript of a one hour talk and just paste it in here see how it just 1:54:16 pastes it in as a document and now I can say um oh please summarize the main 1:54:32 announcements and categorize them into consumer facing and developer 1:54:47 announcements let's see how this does if I'm away from gpts I get the DTs thank you for uh for getting this transcription digital 1:54:59 Gods So based on the transcript here are the main announcements from the open AI Dev day consumer public facing 1:55:06 announcements chat GPT now now uses GPT for Turbo with improved capabilities and the latest knowledge cut off the 1:55:14 annoying model picker is removed this is actually doing pretty good um introduction to gpts customized versions of chat GPT that can combine 1:55:23 instructions extended knowledge and actions and then launching a GPT store later this month um Revenue sharing for GPT 1:55:34 creators right so it it got the it got the major things and then and then the developer announcements gp4 turbo model launched new 1:55:44 assistant API that's basically the developer version of of the gpts new modalities launched Vision speech text 1:55:54 to speech now available via API everyone's been bitching about why aren't they available via API now they 1:56:00 are um improvements to the fine-tuning capabilities and custom model training and then a micro Microsoft partnership 1:56:08 update Azure infrastructure improvements tools that Sati nadala the the CEO of Microsoft was kind of a he didn't really 1:56:16 have anything to say that that was interesting it was good that he was there but he didn't really have anything 1:56:21 to say so in summary major announcements um yeah I'm trying to think what else um can you make a 1:56:37 table of all of the specific feature updates and the specifications for each of the upgrades from a technical 1:56:47 perspective let's see how how how it does with this unfortunately the transcript does not contain detailed technical 1:57:03 information however here's a table summarizing the key technical capabilities gp4 turbo if you by the way 1:57:10 if you've not seen one of these large language models do stuff like this it's pretty it's pretty something GPT 4 Turbo 1:57:18 up to 28,000 token tokens of context 300 pages of a book improved accuracy over long context so it won't get so lost New 1:57:29 modalities Vision speech and text to speech assistant API persistent thread for long conversations that's a big deal 1:57:38 built-in retrieval system that's a big deal code interpreter with python sandbox we've seen that before but now 1:57:44 that's available in these little Bots and then function calling with Json out output and chaining all all big deals like all that 1:57:54 all all that development stuff for developers there there were third-party projects that did all that stuff like 1:58:01 Lang chain and some of the other ones but now it's within chat GPT um fine tuning now available for GPT 1:58:11 3.5 GPT 4 fine-tuning is experimental in Access and then pricing the GPT 4 Turbo prompt tokens are three times cheaper 1:58:22 the completion tokens are two times cheaper GPT 3.5 is also reduced in pricing so um let's ask it who spoke at the conference and what 1:58:38 was their topic I was trying to do some photoshop stuff 1:58:52 today and amazed at the step-by-step perfect instructions yep amazing all right Sam Alman gave opening remarks review of open ai's progress 1:59:02 over the this is quite quite quite accurate Satia nadela basically said we love you guys Jessica Shay demoed the zappier 1:59:16 GPT Raymond Sharma or Ramen Sharma demo of the new assistant API and then Sam mman did closing remarks yep pretty 1:59:29 swell all right I uploaded my L [ __ ] prototype into the salon Meetup in case you're trying to get filthy rich where 1:59:37 did you put it did you put it in uh in Show and [Laughter] Tell let's see oh there's a bunch of stuff in here this how I feel some days 1:59:49 chasing the AI Dragon quick take Jake this what it's like trying to keep up with this thing so so last night if you 1:59:58 weren't here um someone asked we were doing something in Del and they asked if if Del could combine an elephant and a 2:00:06 duck and so so I went into Dolly and I was doing it and then Theus said the eleu and so we just went off for like 2:00:17 half an hour 45 minutes on Ella the uck and came up with a bunch of toys and it was fantastic let's see I don't see where did you put it oh 2:00:30 this was a this is a good one this was a response to the elu which I guess was the the shant that thing's terrifying here is there was the L 2:00:45 [ __ ] that was one of them that was pretty good um you must have done it in AI Irregulars oh whoever just said private 2:01:00 pepper love to beta test the new system yeah we'll we'll probably start moving some people over in the next week or two oh that's really 2:01:14 cool nice man there's a lot of activity in the old 2:01:31 cell all right Kyle can you go over the beginning of the transcript for a visitor what do you mean for a visitor I don't know what you 2:01:43 mean what do you mean Joker can you summarize the beginning of this transcript for someone who wasn't 2:02:04 there oh got to hit the return [Music] key 2:02:20 Sam mman welcome to attendees he provided an overview why is everyone spamming icons okay so so for for those of you that are are new 2:02:31 here so I do these things nightly I I I tend to go live for two to three hours every night seven nights a 2:02:38 week because I'm insane and then there's a bunch of people that come in here nightly also and they also hang out in 2:02:45 the salon Discord and they hang out here and so so over the months there just been a handful of inside jokes like one 2:02:54 of the the first inside joke that started just started because I'm an idiot and this 2:03:09 video just cracks me up back here live at the waterfront village with my friend the zombie Jonathan you're looking good Jonathan 2:03:20 just got an awesome face paint job what do you think I like turtles all right you're great zombie so here Turtles 2:03:29 became a spirit animal of the of the salon and then whenever I would mention llama 2 um who was it it was 2:03:42 um Winston I think it was Winston would always give me the Llama gift like you know the gift where the little dude 2:03:50 comes up on screen and it's the Llama doing this and so llama became the second spirit animal and then when open AI launched Dolly 2:04:00 3 um they used a hedgehog as as a as one of the example drawings for showing that Dolly 3 didn't suck and so the Hedgehog 2:04:11 became one I forget how we got gummy bears now we've got the elu so all of the little animals are just people using 2:04:19 those things catnip vigilante okay I'm going to leave okay bye catnip VI vigilante you can stay um you don't you don't have to give 2:04:31 turtle or or llama things it's just it's and and we are also insane yeah exactly they're just nuts they just they're just 2:04:40 like playing here's the deal so if you came here every night and had to listen to my ADHD Rants and try to follow them 2:04:48 you get bored so they come up with side games and they come up with all sorts of things to do so it's just it's just part 2:04:56 of the community and what's what's been really cool though is because we've got the the Discord and we'll soon have 2:05:03 Mighty networks um there's an outlet where as people are like as most of the times I'm kind of demoing stuff during 2:05:11 the night and as I'm demoing stuff or I'm cracking a joke people are generating images and they're sharing 2:05:16 them on the Discord and there's kind of a whole thing that happens so so that's that's what these these meetings tend to be 2:05:31 um let's see Insurance Toronto coming in strong with the alien heads I like it solid gummy bears cuz Kyle is in Denver 2:05:40 all right and he gets them from from the dispensaries easily no that's what it is the the the uh I get like Sher bear will 2:05:48 give me gummy bears a lot so so I think it's just because of of the gummy bear gifts that people give um that's right 2:05:55 and and yeah that's right oh well and there's that I wouldn't call The Elephant our spirit animal although the 2:06:02 El [ __ ] is absolutely our spirit animal thanks Sher bear gummies is tasty oh man it's all good it's all 2:06:17 good 2:06:36 I'm not printing my own com oh I'm not pinning my own comments oh oh yeah well you know I don't I don't know I just see 2:06:44 what gets pinned I'm not I I don't tend to pay attention to who pinned it or how how it all that sort of stuff so I'll 2:06:50 I'll get there eventually I'll figure out this Tik Tock thing that's one of the things that we hear pretty regularly 2:06:56 here is is just like oh is this the elderly teaching each other how to use computers oh man all of our hands were up Drew 2:07:12 learning thank you so much sir appreciate that yeah it was busy night tonight there was there was lots of people in here I have 2:07:26 a comic book character I've designed with I didn't do that wait what was the comic book comment that I've designed based on 2:07:38 them life's tough it's tougher when you're [Music] stupid catnip vigilante I like that name that's weird rhinos and elevant are two 2:07:50 of my favorite animals very cool they will all be elderly before they know it it goes by so fast tell me 2:07:59 about it so I got 23-year-old kids I'm like oh God twins based on the elephant character oh based on the elephant 2:08:11 character oh cool oh that's your that shark is is from a comic book of yours wait let me go look at that 2:08:21 again cuz that thing's so cool where did I just go oh I went to a different server yeah look 2:08:36 at how cool is that so that's you catnip vigilante that's super cool that one is [ __ ] terrifying 2:08:50 in can you imagine if that's how Evolution played out L shark 2:09:04 exactly all the Gen xers get that one L shark um have you mentioned the change oops nope oh that's not yours catnip 2:09:13 vigilante who I whose is that that's cool wait I can I can see Oh that's steo oh I see I got 2:09:30 it thanks Joker I got it now all right have you mentioned the change I'm just seeing in chat GPT with the explore Tab and the new 2:09:45 design um I well we've been talking all night about the video of Sam Altman talking about all the new [ __ ] that's 2:09:54 going to be in chat gbt and then it's not there so so uh we can't really I want to go play with all the new [ __ ] 2:10:01 but I don't have access to it CU you know what are you gonna do it just ain't they oh wait oops something went wrong that's 2:10:11 promising that's actually promising because that says to me they might be updating something so let's let's let's go back 2:10:24 here ah let see chat. open.com that's still the same let me log out log 2:10:43 in now still old [ __ ] old as in like the stuff that was brand new like four weeks ago oh man can I use AI art app to bring 2:11:00 my comic book illustrations to life um to a degree to to the extent that you want things really really 2:11:14 predictable there's a new there's a new tool that I just got access to I can't remember what it's called if it depends how geeky you are 2:11:31 catnip vigilante like I I would say just wait a little bit cuz right now one of the challenging things with image generation is 2:11:39 consistency of characters across scenes there's ways you can do it with do within within chat GPT um by asking for seeds and things like 2:11:51 that um what about the sketch to Art one um yeah you could maybe use the sketch to Art one which is in um clipd drop. Co 2:12:05 um clipd drop. Co and within clipd drop. Co there's a thing called stable doodle but I think you actually have to 2:12:17 just draw this I don't think you can upload something here can you no so like if I did let's see an elephant with 2:12:31 a duck bill and let's see big old elephant 2:12:51 legs all right and then I'm going to [Music] say an elephant crossed with a duck upgrade to Pro do I need to upgrade 2:13:06 to Pro to do that oh it's exhausting okay well I guess I can't do that oh wait I need to sign in am I going to lose my beautiful elephant 2:13:21 here they better not take away my elephant no I guess I can't do it um you can do it there 2:13:36 um if you're geeky you could use control net and stable diffusion and then you can get some decent predictability 2:13:43 across things um what's the biggest thing oh wait what was that what's the biggest thing that people are missing to understand with 2:13:56 llms I think most people just aren't trying them I think that I think the thing I think the thing most people are 2:14:05 missing with llms is they're not playing with them long enough to have their Kevin McAllister moment that 2:14:13 moment um whatever these sites egg you on and say to upgrade Pro an angel loses its wings I know I'm right there with 2:14:21 you Abbott skinny like I feel like they should all just give you some amount of tokens a day like like 2:14:46 leonardo.da make their own cartoons oh don't ask me I disagree with that I think as soon as as soon as someone 2:14:54 cracks being able to make consistent characters across across storylines um oh I think I I think that Tool's 2:15:04 going to be here the the problem the problem with almost any piece of software right now is that let's say I spent the last 2:15:13 year and a half tweaking stable diffusion and and just figuring out perfect models and lauras and things 2:15:20 like that and control net and I built a whole application around stable diffusion to do consistent characters 2:15:26 and I get it dialed in and I just I'm just about to launch it and then stable diffusion launches consistent character 2:15:33 maker or Del does now we do really consistent characters without you having to try that's am I familiar with Rags 2:15:40 yeah um so retrieval augmented generation is a is a big big deal and a lot of what what um open AI announced 2:15:50 today is basically like rag for the masses so so yeah it's it's coming didn't Dolly do that for us with Larry 2:16:00 it did Silver Fox but like I haven't gotten it I haven't gotten it to really consistently do a character like that's just clearly that 2:16:11 character it it it tends to like Veer and deviate now what I haven't played a lot with one of the things you can do in 2:16:18 Del is you can ask for the seed of an image and then you can say use the same seed for other images and that's 2:16:26 apparently doing it okay but it's still not perfect so I just uploaded one of my characters into Discord cool in what channel in Show and 2:16:36 Tell vigilante oh dude that's beautiful that's super cool you could do tarot 2:16:53 decks sweet amazing V cool that cool thank you for sharing that sir yeah Herod D you you guys should 2:17:09 hook up Herod does some pretty cool stuff too um who's in here all right what parts of llm apps will all always need developers or data 2:17:21 scientists [Music] um I think I think anyone working on the frontier models right so if you're working on building those big base 2:17:31 models you're going to need data scientists for that I think you're going to need data scientists for security infrastructure like AI Ops 2:17:42 is what uh Rachel Woods calls it so on Tik Tok if you follow the AI exchange or Rachel Woods she talks a lot about AI 2:17:49 Ops so I think you're going to you're going to need um people that know what they're doing about you know which 2:17:56 models do you use how do you use them how do you fine-tune them how do you do embeddings how do you do rag right [Music] 2:18:05 um so so I think within enter within Enterprise like Enterprises are going to be struggling for a long time to figure 2:18:13 out how to do this stuff um so so I think either you're working on the sort of very foundational parts of machine 2:18:21 learning right so the GPT 5S GPT 6s GPT 7s and then you know Google's version of that and right so there's all that you 2:18:31 know or you're working in in big companies I think a lot of the sort of Base like like like highlevel application development I 2:18:43 think that's going to get democratized I think Chad open AI did that that today these gpts that we're going to be 2:18:51 able to create because we we can call actions and they can do you can upload data to them and and we can do Advanced 2:18:59 Data analysis within this GPT um mere mortals are going to be able to create very sophisticated applications and 2:19:10 launch them and at some point so right now the way it sounds like they're doing the the GPT store is if your GPT is 2:19:19 popular you'll get some Revenue sharing I would assume at some point they're going to make it so that you know 2:19:26 McKenzie or Kyle Shannon as a consultant I can put a model out there in charge for it so you know it's private unless 2:19:35 otherwise subscribed to that's that's not what they're doing right now but I would imagine that that's coming do I think neural Nets are the 2:19:45 future of AI or do you think a more interp wait more interpretable models will be what parts won't be democratized I don't know AI put or AJ 2:19:59 put I think I think the my my phrase right now is the democratization of specialization any specialty execution um like programming like 2:20:15 writing like illustration like music composition anything any tactical execution I think is going to be 2:20:24 democratized every single one of them to some degree and so what that means is you're going to have people who are not experts in a 2:20:33 field doing things in that field that are that people in that field are going to be like you can't do that and then 2:20:40 because they don't know any better they're just going to do it and they're going to innovate in that field I think 2:20:44 we're going to see a lot of that it's hard to know what to focus on with the CH changing landscape Earth rocker 2:20:49 that's that's the it it was funny when we were doing when we were doing the live stream of the open AI thing today it was exactly that 2:21:00 where I think everyone was like really excited about all the new stuff but like a lot of the new stuff is like a 2:21:08 completely different way of thinking about chat GPT and what you what you're supposed to do with it like for the past 2:21:16 year chat GPT was pretty simple you typed in words and you got back words or if you were fancy you typed in words and 2:21:25 you got back code or you got back a table wo and then it was like oh you typed in words and you got back pictures oh okay 2:21:37 we can do that now oh and now it's like you don't even need to type in words you can just upload a picture and have it 2:21:43 describe the picture and then take that description and make a picture and then you can put in words and it will 2:21:51 generate a little mini computer program and write Python and execute like like so in the past two months it's been morphing 2:22:01 anyway and then today with this idea of gpts and and all of the stuff that developers now have access to I don't where do you even 2:22:11 begin like like it's going to be trivial to make an applic with computer vision that you can just like take out 2:22:21 your phone camera and like shoot [ __ ] in the world and have this app do some crazy ass thing with it and tie that to 2:22:28 a Google map and tie that to a travel site and so I don't I don't know where to focus right now I'm I'm right there with you 2:22:40 like I ain't got no idea I put up what the new interface looks like in I news and events in Discord does that mean you have access 2:22:49 to it should I be jealous I probably should oh here we go oh that's interesting 2:23:04 okay so let's see can I zoom yeah all right so this is new interface oh wait I can there's probably a better way to do this hold 2:23:16 on who was it that just put that up Kyle oh quick take Jake all right thank you quick take Jake quick take Jake for 2:23:22 doing this okay so here's here's a good example of um generosity by the way um here's the new layout of the updated chat 2:23:40 GPT yeah they they stole that interface from um they stole that interface from po it looks like the explore thing okay so in 2:23:52 the in the new chat GPT that I don't have access to yet but someone does so that means create a new chat the 2:24:02 explore button this is these are going to be my gpts right so that's just like the explore button on PO which if we go to 2:24:13 PO see the explore button right here and we click on explore and now here's all these Bots right so there's writing Bots 2:24:22 and here's professional Bots and here's history Bots right so it's going to be a similar sort of thing so it looks like they're looks like 2:24:32 they're stealing some of that and then there's my chat history do we have a search in the chat history yet please no h [ __ ] 2:24:42 okay how can I help you today so there's our little oneclick prompts you can turn them on or off web access you can turn it on or off 2:24:54 neat and then your settings and I guess that's your upload button and then 2:25:14 oops and then this are here's my gpts so look create a GPT right so you'll just create one so this is very 2:25:24 much like Po so if you've made a if you made a poot recently this is very much the model so there's a data analysis GPT the 2:25:36 chat GPT classic look the latest version of GPT 4 with no additional capabilities as a standalone GPT game time I can quickly explain 2:25:46 board games card games to players at any age let the games begin super cool creative writing coach The 2:25:54 Negotiator Visionary painter of digital wonder the cosmic dream so there's an image generator this is very much like 2:26:01 Poots except these are more these are more sophisticated and can do can do fancier fancier stuff if you know what I 2:26:10 mean thanks for sharing that quick take that's pretty cool that's super cool that's super cool here we are AI learn 2:26:17 lab let's let's kick ourselves a little a little field goal shall we walking in Virtual infrastructure wait walking in a 2:26:27 virtual infrastructure in real world to understand the problems before construction yeah that's so a good buddy 2:26:34 of mine named Richard Boyd does does a lot of simulation stuff hang on champy found an evil person hold what's going on 2:26:47 what's going on what are you barking [Music] at all right let's see let's close that 2:27:07 down where are we I'm lost 2:27:32 all right let's see the next page is the chat GPT verified gpts yeah that that yeah that looks pretty 2:27:43 cool it's a nice simple interface I like it cuz it was getting a little it was getting a little Microsoft wordlike in its overly 2:27:57 complicatedness I click on the gpts right now and it errors out so I got the golden ticket to a broken theme theme 2:28:07 park yeah so we listen we'll um they they announced that they were giving all this stuff out today so the fact that we 2:28:16 haven't seen today I guarantee you the Open Eye Engineers are up right now trying to trying to get [ __ ] working 2:28:24 um they're probably blowing stuff up left and right over there so it's probably going to be up and down all 2:28:29 night so I I would I would guess that by Thursday or Friday we'll have some decent 2:28:45 stability I think we need a GPT for past AI learning Labs 2:29:00 so depending on what the depending on what what the YouTube API makes available or depending on what you could 2:29:16 call about YouTube from zappier we could probably make an AI learning lab bot that not only calls what I was talking about but like you 2:29:28 could ask for a certain thing and then it would jump you to that part of the video I bet I bet that's 2:29:36 possible that that I mean that you know what's interesting that could be an that could be a really interesting project to 2:29:43 collaborate on in the salon um um yeah that could be a fun one just just to learn how to do it learn what's possible walking in a virtual 2:29:57 infrastructure the past AI learning lab along with tonius spreadsheet yeah yeah exactly yeah that would be really good 2:30:06 yeah here's all the stuff to go check out and then if I check something out where were all the times that that was talked 2:30:13 about I found an uploaded I found and uploaded the elephant sketch a few minutes ago FYI I need to finish it though oh cool let me 2:30:32 see oh that's cool that's super cool so this everybody is what actual drawing looks like not not AI drawing although dude you know he 2:30:46 could could do you could upload all these sketches you could train a model train a model tusil um yeah you could train a model to 2:30:55 to have DOI or mid Journey You Know sketch like you sketch learn how to do I will collaborate yeah so join Vanda join the 2:31:07 uh join the salon if you haven't yes great uh relive the battle the GPT no I 2:31:22 don't I want to hide from the battle I there will be no more battles there won't be no more battles in the ai ai 2:31:31 learning lab or the AI Salon it just oh no it was not good was not good um did you see my kylin champy pick 2:31:41 and Show and Tell No let me go see that this is cool Ted looks at life look at that one that's gorgeous dag 2:31:52 dag Ted slant it where's Champion oh all the ghost stories trying to get back to Dev day presentations but the dog has other plans that's 2:32:11 it picture hanging in my office oh that's cool did you do that one lunar stick is that like actual art medium on 2:32:21 paper that doesn't look like a digital print oh that's cool yeah there's cool stuff cool stuff in the uh in the Discord it's it's really 2:32:37 cool wow oh yeah Peter Kaminsky doing the Orton effect look at those 2:32:53 images gous gous gous gous can I make my own app that learns my style then converts all my sketches to the correct 2:33:10 prompt you can so if you go to leonardo.da you can up you can create your own model at 2:33:45 leonardo.da so if you want to hang out tomorrow night we've got the AI Salon um go to they 2:34:07 salon. go to that URL and um the second link is the is the the thing for the Meetup don't kill the Discord we're not going to kill the 2:34:20 Discord but we are migrating guilds and most of the convers most of the community is migrating to Mighty 2:34:27 networks but the discord's going to live the one of the next things we need to do over this next week is figure out what 2:34:34 in the Discord is staying and what's going and what's going to live in Mighty networks so we're not going to kill the 2:34:39 Discord but it's going to just be it's just going to be focused like like you'll be if if you want to like 2:34:47 if we want to start creating things like gpts that do stuff with Discord and and do stuff with mid Journey like there's 2:34:56 going to be cool things we can do so there's a reason to have the Discord there so I think a lot of the the 2:35:02 geekier parts of the community can stay on Discord and then the less geeky people can move to Mighty networks and 2:35:09 things like that and and there'll probably be some that bridge both so yes good input thank thank you um what's your top suggestion for a 2:35:18 daily or weekly summary of AI tools created by others I I gave up on I gave up on any I just kind of go to I go to 2:35:29 x.com I've got a couple of lists that just filter AI [ __ ] I follow a handful of people I follow here Description Kyle Shannon unpacks OpenAI's monumental generative AI announcements from their first-ever developer conference keynote on 10/31/23. He explores game-changing updates like customizable GPT chatbots, the democratization of specialized skills through AI, and more. Join Kyle live on the AI Learning Lab TikTok as he helps make sense of this accelerating world of artificial intelligence. Hashtags: #ai #openai #chatgpt #gpt #generativeai
0:07 - OpenAI announcements
1:01 - Democratization via customizable GPT chatbots
5:11 - Making money with AI chatbots
10:13 - OpenAI consumer updates
16:02 - Brilliant GPT branding maximizes adoption
21:02 - Democratization of specialized knowledge
39:04 - Democratized development of agent experiences
45:50 - Regular people building sophisticated apps
1:15:09 - Opportunity like early iPhone App Store
1:20:27 - Democratization of tactical execution
1:33:41 - Importance of trying the AI yourself
2:14:23 - Democratization of specialty execution
Chapters 0:00 <Untitled Chapter 1> 0:07 OpenAI announcements 1:01 Democratization via customizable GPT chatbots 5:11 Making money with AI chatbots 10:13 OpenAI consumer updates 16:02 Brilliant GPT branding maximizes adoption 21:02 Democratization of specialized knowledge 39:04 Democratized development of agent experiences 45:50 Regular people building sophisticated apps 1:15:09 Opportunity like early iPhone App Store 1:20:27 Democratization of tactical execution 1:33:41 Importance of trying the AI yourself 2:14:23 Democratization of specialty execution
