
AI Learning Lab
aiLL 6/3/23 - 1 - Turning AI Anxiety into AI Action

Video2023-08-072:07:208 views
Description
On June 3rd, I hosted an informal chat about AI to demystify generative models and share insights from my ongoing journey of learning. In this session, I discussed how today's AI breakthroughs feel remarkably similar to the early days of the World Wide Web in the 1990's. I reflected on the incredibly fast adoption of tools like ChatGPT, as well as the significant advancements still to come. Other topics included using AI as a co-pilot to augment human intelligence, the lack of true experts in the field, making custom chatbots, and much more. Although AI provokes anxiety in many, I aim to turn that anxiety into action by encouraging people to jump in and start experimenting. The future is coming whether we're ready or not.
2:11 - Parallels between birth of World Wide Web and rise of AI
4:20 - ChatGPT getting slower recently
6:09 - Google's new style transfer AI - StyleDrop
10:13 - Speed of AI adoption even faster than the web
16:21 - Using AI tools as "co-pilots"
23:36 - AI's potential impact bigger than the web or mobile phones
24:48 - We're at the "beginning of the beginning" with AI
32:38 - AI will be built into all creative tools
43:10 - Using chatGPT like a consultant to solve business problems
49:48 - Bosses need to embrace AI tools from employees
1:13:07 - AI's potential for scientific advancement
1:21:25 - Governments will likely struggle to regulate AI
1:31:27 - ChatGPT can help you code a website without programming
1:40:34 - No experts yet in AI, lots of learning happening
1:54:39 - Making custom chatbots with Poe
1:59:12 - Already working with models and codes for 3 years
2:00:01 - Google Bard not as good as GPT-4 for writing
Chapters
0:00<Untitled Chapter 1>2:11Parallels between birth of World Wide Web and rise of AI4:20ChatGPT getting slower recently6:09Google's new style transfer AI - StyleDrop10:13Speed of AI adoption even faster than the web16:21Using AI tools as "co-pilots"23:36AI's potential impact bigger than the web or mobile phones24:48We're at the "beginning of the beginning" with AI32:38AI will be built into all creative tools43:10Using chatGPT like a consultant to solve business problems49:48Bosses need to embrace AI tools from employees1:13:07AI's potential for scientific advancement1:21:25Governments will likely struggle to regulate AI1:31:27ChatGPT can help you code a website without programming1:40:34No experts yet in AI, lots of learning happening1:54:39Making custom chatbots with Poe1:59:12Already working with models and codes for 3 years2:00:01Google Bard not as good as GPT-4 for writing
Transcript
0:01 foreign 0:21 with the AI learning lab 0:24 hope you're all doing well on this fine 0:26 Saturday uh what we do here at the lab 0:29 is talk about AI stuff 0:31 and if you're new to AI that is the 0:34 official chat GPT 0:36 website 0:38 chat.openai.com I'm not affiliated with 0:40 it 0:41 but that's the real deal that's the 0:44 official Place uh if you have questions 0:45 about AI pop them in the comments 0:48 there's just a couple of us here now so 0:50 wait for the others to come in but hey 0:52 hey everybody 0:54 and 0:55 um let's see what else I don't know I am 0:59 a entrepreneur from for many years 1:02 started 10 or 12 companies uh I was a 1:07 Pioneer I suppose in the early days of 1:09 the web started one of the first digital 1:11 agencies company called agency.com 1:14 and one of the reasons I started this 1:15 channel is that I see some pretty 1:18 remarkable parallels between what 1:21 happened with the world wide web and 1:23 what's happening now with generative Ai 1:25 and uh that's why I started this channel 1:27 to 1:29 I don't know 1:30 learn as much as I can share as much as 1:32 I learned things like that hard to see 1:34 comments with your cool shirt well sorry 1:37 about that here I'll try to keep it here 1:39 what can I do here I can 1:41 put it up a little bit yeah I don't know 1:44 that's bad I guess I could change shirts 1:46 what else what else do I have I have a 1:49 little black gift bag here 1:50 I can just hold this right here 1:52 [Laughter] 1:55 if you have questions about AI pop them 1:57 in there I'm happy to answer them 2:00 um trying to think what what went on 2:02 like so much goes on every week that 2:04 it's almost impossible to keep up with 2:06 with anything anymore uh there's just 2:09 there's just gargantuan amounts of stuff 2:11 going on 2:13 um if you are 2:16 um 2:17 try to think what's what's worth worth 2:20 talking 2:21 if you haven't used 2:23 um chat GPT before this is chatgpt 2:27 and 2:29 I have chat GPT plus which basically 2:33 means you get access to gpt4 2:36 which is there's two little tabs at the 2:39 top one is gpt3 one is gpt4 and then if 2:43 you pay for the plus thing you also get 2:45 access to 2:47 um chat gbt being connected to the 2:50 internet but also with plugins 2:54 um and those are both really cool so 2:56 when chat EPT is connected to the 2:58 internet you can ask it things like 3:00 how much is it supposed to rain 3:07 in Denver today question mark 3:12 and it will go browse the web for you so 3:16 it is out there hello Liza how are you 3:18 good to see you uh if you're new here 3:21 pop any questions you have about AI into 3:23 the comments this is the AI learning lab 3:25 looks like a few more people are showing 3:27 up it's a Saturday I don't know why 3:29 you'd be hanging out here but it's cool 3:31 that you're hanging out here some have 3:32 mentioned GPT 3:34 for performance is changing or declining 3:38 opinion 3:40 um 3:42 for the stuff I do which which is it 3:45 it's not super intense you know research 3:47 or coding or things like that 3:49 I haven't seen a performance a quality 3:52 dip but I have seen a performance dip 3:56 where it's slow 3:58 and it's uh it's it's been a little 4:01 cranky for the past week and a half for 4:04 two weeks 4:05 um 4:06 some of my zapier automations are 4:08 failing for for two reasons for two 4:10 reasons zapier has some sort of bug with 4:12 Google forms which is a pain in the ass 4:15 um and it fails for that and then 4:17 sometimes open AI API calls are failing 4:21 so so my zapier automations for the past 4:24 couple of weeks have been in a bad place 4:26 which sucks 4:29 um 4:30 is there a free way to access 4:32 mid-journey 4:33 no well you can you can go to Mid 4:36 journey and I think they give you some 4:37 amount of tokens for free but it's it 4:39 ends up being like 4:41 15 or 20 images it's not a lot 4:44 um 4:45 so there's not and I mean unfortunately 4:47 mid journey is still kind of the best 4:49 game in town although boy check this 4:52 thing 4:53 style something like Google Style 4:57 copy Google Style 5:03 um 5:04 image AI 5:08 what was it called 5:13 I forgot what was called 5:16 I think I have it in my Twitter here 5:18 somewhere hold please 5:23 style drop 5:25 Google style drop this stuff is amazing 5:30 check out 5:32 so 5:35 so you put in this little image here 5:38 like of a kid's drawing and then all of 5:41 these other drawings are prompted 5:44 like a butterfly in that style an F1 5:47 race car a moose so like that's one 5:50 style 5:52 here's a you know starry starry night as 5:55 the source image 5:57 and then wait hang on my little stand is 6:00 messed up 6:01 um 6:02 let me come over here so you can kind of 6:04 see both 6:05 so that's a a van Gogh thing then they 6:09 did the same painting but they pulled 6:11 all the blue out of it and it matches 6:13 that there's another painting of his 6:15 another 6:17 this one is really remarkable this is 6:19 like that sort of classic 90s 6:21 illustration style and they're just 6:24 using one image to the left and it does 6:25 all the things to the right so 6:27 I mean this this is one of those 6:29 technologies that is is just literally 6:32 going to change the game right because 6:34 you can take a single image and it 6:37 it kind of learns everything about it 6:39 the color palettes the style I think is 6:42 it this previous one here 6:46 how do you get back 6:57 yeah like that one like look at how that 7:00 little moose is in the car like it just 7:02 completely learns 7:04 the the style like it's it's just 7:07 remarkable what's coming 7:10 um so anyway that stuff's coming Eric 7:11 Sanders here yo Eric was shaking can't 7:14 get enough of me huh I'm sorry 7:17 I'm just I'm in too many places all 7:20 right 7:21 but that's awesome thank you for coming 7:24 wait is there a free way to oh that's 7:25 you Eric asking about mid-journey 7:27 there's not there's um what's that thing 7:29 called Blue Vine is is blue Vine the 7:32 thing hold please 7:33 blue Vine is that right 7:36 no that's Financial Services hang on 7:41 let me go to Discord 7:44 uh 7:46 Blue Willow 7:49 Blue Willow 7:51 so Eric if you go to Blue Willow 7:55 um I assume it's bluewillow.com but all 7:57 the all these AI companies have 8:01 um Blue Willow wait 8:05 Blue Willow 8:08 uh free AI art generator so it's blue 8:12 willow.ai so go to bluewillow.ai 8:16 and then it will point you to their 8:18 Discord so try our free beta we'll dump 8:20 you over to the Discord I think unless 8:23 they've changed it yeah 8:24 and then so this works like mid Journey 8:27 but this is built on on top of stable 8:29 diffusion but it's free I don't know how 8:31 they're paying for this I I really 8:32 honestly is it maybe this is just they 8:34 try to get a bunch of users 8:36 is there anything you want me to try or 8:38 test out while you are live 8:41 um 8:46 I don't know give me give me the 8:48 suggestions possibly I look like Rosie 8:50 O'Donnell thank you very much uh someone 8:52 someone else said let me show you the 8:53 the full grandeur 8:56 I'm Rosie uh someone else said they were 8:58 scrolling through Tick Tock and they 8:59 were like oh it's Alec Baldwin boy did 9:01 he get fat uh 9:04 so thank you for the troll 9:08 um some of my Apple shortcuts are 9:09 failing too time out uh Saturday with 9:11 the kids dishes plus learning about AI 9:13 awesome that's great welcome 9:15 um yeah I'm just I don't know how long 9:16 I'm gonna be in here I probably got to 9:18 go shopping or something you know wife 9:19 wife wife wife and and family stuff will 9:23 take over at some point but I'll hang 9:25 out with you all for a bit oh there's a 9:26 hundred people here there's just a dozen 9:27 for a while so if you're new here this 9:29 is the AI learning lab I'm Kyle Shannon 9:32 um I'm just a guy that's teaching myself 9:33 a bit about Ai and sharing what I can 9:36 along the way 9:37 um I've been an entrepreneur for a lot 9:39 of years 9:40 um I was 9:42 um I was there for the for the birth of 9:46 the World Wide Web I was living in New 9:47 York City at the time and 9:50 um kind of discovered the World Wide Web 9:51 around 9:53 94 and published one of the first online 9:57 magazines and one of the first started 9:58 one of the first digital agencies and 10:00 really wrote that that wave up so really 10:02 got to experience 10:04 what it's like to be at the ground floor 10:05 of a transformative technology and it's 10:08 remarkable and I S the parallels between 10:10 1994 and this year are just remarkable 10:13 94.95 and and last year and this year 10:16 are remarkable I think this AI stuff is 10:19 way more profound than the World Wide 10:21 Web I think it's moving dramatically 10:23 faster in fact you know I've said this 10:25 before if you've been here before you've 10:26 heard me say this but it took it took 10:29 about six years to get to 100 million 10:31 users of the World Wide Web it took six 10:33 weeks to get to 100 million users of 10:35 chat GPT 10:37 um that's the URL for chat GPT I don't 10:39 make any money off it I just think 10:41 people should if you're here and not 10:43 doing the dishes you should go 10:45 um 10:46 you should go start playing with that 10:48 right now while I'm talking because 10:50 listening to me is kind of boring 10:53 um 10:53 mom can we get Alec Baldwin we have Alec 10:56 Baldwin yeah 10:59 can we get chubby Alec Baldwin 11:03 uh what's this site called which site 11:06 the site I was on this is Discord 11:10 is that what you're asking about 11:12 and it's blue willow is the image 11:15 generation tool here so basically 11:18 if you go into one of these rookie 11:20 channels 11:22 I think you do it just like mid Journey 11:24 here off to the side like once you once 11:27 you sign up and sign in 11:29 and then 11:31 um in this case I think it's rookies I 11:33 suppose after a certain amount of images 11:35 you you graduate out of rookie mode I 11:38 haven't done that but I think you type 11:39 in slash imagine is that right yeah so 11:42 you type in slash imagine and then 11:43 there's a prompt there and you say 11:46 1970s muscle 11:49 car in an abandoned 11:54 Factory thing 11:58 exciting prompts stay tuned for the 12:00 results 12:02 positive reinforcement is everything 12:04 all right so we will see if that does 12:06 anything interesting 12:09 um 12:10 that 70s muscle car one is is a fun one 12:13 when I first tried to use 12:16 um oh there it is those are not bad 12:19 yeah now it's not really an abandoned 12:21 Factory those look like mighty clean 12:23 factories to me 12:25 but those are definitely 70s muscle cars 12:28 cool 12:30 so that's blue 12:31 whales free 12:33 um so we can reproduce art like Van 12:35 Gogh's without any mental illness 12:37 attached exactly that was talking about 12:40 style drop that new announcement from 12:43 Google that style drop is not out by the 12:45 way which is kind of a drag 12:49 um style drop 12:51 if you weren't here when I just showed 12:53 this I'll show it again Style 12:56 drop Google 13:00 style drop text to image generation 13:03 so this is this is pretty remarkable so 13:05 it's called style drop 13:07 and then 13:09 let me see I will zoom in on this so 13:14 in the little corner is the reference 13:17 image and then 13:18 like the The Prompt here is a logo with 13:21 the letters style drop in a 3D rendering 13:23 style so it pulls the color palette and 13:26 visual style from The Source image and 13:29 then 13:32 just does it 13:34 remarkably well I I mean 13:38 good Lord 13:39 good Lord what have we created what have 13:43 we done people what have we done 13:46 um and I if you were here before I just 13:48 shared this but still this stuff blows 13:50 my mind 13:52 oops I went plus I need to go minus hold 13:55 please 13:57 so the little image to the left is the 14:00 source image and then all those images 14:02 to the right 14:04 are what were created 14:09 just by Magic 14:12 this you know 14:15 like that one like that's that it's such 14:17 a specific illustration style and like 14:20 how it stylized the hat and the little 14:21 robot in the lower left corner 14:24 and then this is a completely different 14:25 style so the Moose is completely 14:27 different the robot's completely 14:29 different completely different still 14:31 completely different still and and 14:33 that's just pulling that style from that 14:35 little 14:36 illustration of a pine tree with a drop 14:39 shadow notice all the things have drop 14:40 Shadows on them the little white outline 14:44 good Lord good Lord what's happening 14:47 good Lord what's happening okay 14:51 um 14:52 let's see I'm selling AI patterns on 14:54 Etsy right now I feel bad but I need 14:56 money don't feel bad City listen 14:57 everyone's gonna do this and 15:00 these tools are really good at creating 15:02 patterns and here's how I look at it 15:05 there's one of the things that people 15:07 that I hear people saying right now is 15:10 you know AI made this AI made that that 15:14 the AI is the tool but saying AI made 15:17 this is kind of the equivalent of saying 15:19 Photoshop made that photo no a 15:23 photographer made that photo and edited 15:25 it in Photoshop and did touch up and 15:27 things like that and it was the 15:29 photographer that shows what image to 15:31 put in there how to edit it whether or 15:33 not to share it how to share it how to 15:35 crop it it's the same thing with AI if 15:39 you figured out how to do really cool 15:41 patterns in mid-journey or unstable 15:43 diffusion 15:45 and you're creating 15:46 non-repeating patterns and 15:49 they're [ __ ] beautiful because you've 15:51 got a good eye 15:53 who cares what tool you used like 15:56 I I 15:58 why should you be penalized 16:01 because you figured out a way to make it 16:03 take you know 15 or 20 minutes to do 16:07 that pattern instead of three days like 16:09 you might have traditionally or or four 16:11 hours or whatever it might be 16:14 um there's no shame in that these are 16:15 just tools they happen to be the most 16:17 powerful tools in the history of 16:19 humanity don't get me wrong they're 16:21 absolutely [ __ ] intense and they're 16:23 gonna absolutely change almost every 16:25 profession but do not feel guilty do not 16:28 feel guilty 16:30 I mean everyone deserves to 16:33 be self-expressed and find ways to make 16:35 money and so anyway I do not fault you 16:39 at all for using these tools in fact I 16:41 encourage it make more 16:44 um I kind of look like her 16:46 that's Rosie O'Donnell thanks 16:51 good god what have I done with my life 16:56 hi no idea who you are are you famous or 16:59 something well apparently I look like 17:01 Rosie or O'Donnell or fat Alec Baldwin 17:03 uh but no I'm not famous uh I'm Kyle 17:07 Shannon I'm the uh the creator of this 17:10 channel the AI learning lab I'm just a 17:11 guy learning about AI the channel here 17:13 is about if you have any questions about 17:15 AI pop them in and I will do my best to 17:19 answer them so let's go Preston Rhodes 17:23 all right remember those days I guess 17:25 that was in reference to the World Wide 17:26 Web days 17:28 all right let's see hey I still don't 17:32 100 understand Discord can you explain 17:34 yeah I think I did but 17:37 discord's a real pain in the ass these 17:41 are servers well or at the very top 17:44 though right there is the official chat 17:46 GPT website if you've not played with 17:47 chat GPT 17:49 shame on you you're at the AI learning 17:51 lab we learn about AI here go there 17:53 start playing do it you're gonna have to 17:56 do it anyway because it's going to be 17:58 rolled into every piece of software you 17:59 use so might as well start now 18:01 hello hello who said that hey chat CeCe 18:03 how are you 18:05 uh um let's see this is the beginning of 18:09 the beginning that's Eric Sanders saying 18:10 that you are correct sir we are so early 18:13 in this stuff it the the parallels to 18:15 the early days of the web are 18:19 um are just mind-shattering because it's 18:22 just right now all of these AI tools as 18:25 remarkable as they are they're kind of 18:26 these sort of broken little toys that 18:29 you know there's there's you know a 18:32 couple of Decades of research and 18:34 science that are sitting underneath them 18:35 but the actual tool like here's a fun 18:37 little fact Chachi PT itself was 18:40 programmed in two weeks two weeks and 18:42 they launched it in two weeks and then 18:44 it went to 100 million users in you know 18:47 in six weeks 18:48 um 18:49 so chat GPT is getting better but it is 18:52 a very raw piece of software all of this 18:54 stuff is very raw and so 18:57 if you ever see something like it just 18:59 doesn't look good or the hands are 19:01 messed up or the 19:02 it you know chat GPT lies or all that 19:05 sort of stuff just know that we are at 19:07 the beginning of the beginning 19:08 you won't be able to make a channel wait 19:11 you won't be able to make a channel in 19:14 the company's server not quite sure what 19:17 that means I assume that meant for 19:18 Discord 19:19 so difficult for illustrator Mama to 19:21 survive style copying listen here's the 19:24 deal I you know 19:26 I was chief creativeofficer of 19:28 agency.com I the the the entire 19:32 Suite of creative professions are going 19:34 to be disrupted dramatically the only 19:37 thing I can say is this is that creative 19:40 people that learn Ai and learn how to 19:42 wield these tools well are going to be 19:44 better at it that none than 19:46 non-creatives for one thing but also 19:49 um 19:50 in terms of job longevity 19:54 um I think using these tools is going to 19:56 be a requirement 19:57 um and and not everyone's going to do it 19:59 and so I would say lean in heavy I did a 20:03 one of my Tick Tock videos in the 20:04 channel was about you know if if you're 20:06 if you're afraid of this stuff 20:10 I would say find the thing in AI that 20:12 scares you the most and and lean into 20:15 that learn the most about that because 20:17 it's probably the part of AI that most 20:20 directly threatens you know your current 20:22 Identity or your current livelihood 20:25 um but start learning that because 20:26 you'll be better at that than other 20:28 people who don't have your expertise so 20:30 I I completely understand the 20:32 existential angst I you know I kind of 20:35 live in this Duality right now of I'm as 20:37 excited as I've ever been and I'm as 20:39 scared as I've ever been and I'm not 20:41 scared like dystopian future scared I 20:44 mean I think that stuff's a possibility 20:46 but I'm more scared that even if it's 20:48 all positive change it's a lot of change 20:51 and it's going to be a lot of change 20:52 very fast that I don't think people are 20:54 prepared for 20:55 is there a process is there an AI that 20:58 process a video and make shorter clips 21:01 from it yeah if you go to video 21:02 v-i-d-y-o 21:07 i v i d y o dot a i 21:11 and let's see start for free I think I 21:15 have an account here 21:17 welcome Kyle Shannon apparently I do yes 21:21 so like here's a uh a speech I gave it 21:24 creative mornings it's like a 20 minute 21:26 25 minute speech and it 21:30 um chunked out 21:32 all these little vertical Clips out of a 21:34 longer form piece they're not perfect 21:37 but they're pretty good 21:39 I put musk up there just because he's 21:41 literally launching rockets and you know 21:43 making electric cars possible and 21:45 I like I kept having this feeling like 21:47 is this one of those is is this is this 21:50 a thing and so I taught myself this 21:51 thing called stable diffusion where you 21:53 had to actually get birth right so so 21:56 yeah so you just upload a long form 21:58 video it it pieces them out 22:01 um you kind of Select you want Square 22:04 format vertical format or horizontal 22:06 format 22:07 it chunks them up you can then change 22:09 the in and out points and things like 22:11 that so the answer is yes there's going 22:12 to be a ton of those things as well and 22:14 there's probably other ones most 22:16 terrifying for illustrators is that you 22:18 can copy their style that look that took 22:20 them a lifetime to create I it exactly I 22:23 listen 22:24 I um my my 22:27 um co-host of the AI Salon her name is 22:31 Leah Fest and she's been a professional 22:32 photographer for 25 years and you know 22:36 she came into this thinking you know 22:38 listen I I went through the digital 22:40 Revolution from film to digital and and 22:42 you know that was disruptive but you 22:43 know I could manage that 22:45 um and I think she came into this AI 22:47 stuff with the same spirit and then it 22:50 pretty quickly became apparent to her 22:52 that it's going to be relatively trivial 22:55 for someone to take one of her 22:56 photographs and mimic the style and be 22:59 able to create anything 23:01 and so so I think she's in the middle of 23:03 facing that right now and she's you know 23:05 she's looking to how do I reinvent you 23:08 know my definition of what I do 23:11 um and and uh if you've been doing stuff 23:13 for 25 years like her it's it's it's 23:16 tough It's 23:21 a dog agrees 23:29 [Music] 23:31 don't you know I'm on tick tock 23:33 laughs 23:37 damn dogs don't understand what Tick 23:39 Tock live is you can't bark when Daddy's 23:41 on live you can't do it 23:43 all right 23:46 let's see exactly the idea is coming 23:49 from humans still yeah so that was in 23:52 reference to the fact that you know 23:53 these AI tools are not making the art 23:56 it's people with intention making the 23:58 art 23:59 here's what Remains What remains a 24:02 requirement and what remains a critical 24:04 skill with with all these fancy new 24:06 tools is critical thinking and strategy 24:09 and taste and curation and refinement 24:13 and you know all the stuff that is when 24:17 you see really good work it's coming 24:19 from a point of view which means it's 24:21 coming from a human these machines don't 24:24 have points of view they happen to be 24:26 incredibly capable assistance but but 24:29 Microsoft calls their their tools 24:31 co-pilots I think that's the the best 24:33 branding I've heard 24:35 and the best definition of what what 24:37 these things are you're still the pilot 24:39 AI tools or co-pilots they're just 24:42 really [ __ ] powerful ones oops I just 24:44 lost my place in questions uh if you're 24:47 if you're new here looks like we got 24:48 some new people my name is Kyle Shannon 24:50 this is the AI learning lab we are 24:52 learning about AI in a lab or a home 24:55 office 24:57 um go to if you have not played with 25:00 chat GPT that top URL is the chat GPT 25:03 URL 25:04 um 25:05 prompts.chat that thing below it is just 25:08 a thing that will teach you about 25:09 prompting and give you a bunch of ideas 25:12 futurepedia is a list of AI tools that 25:15 will make your head melt and and ruin 25:18 your weekend so don't go there do not go 25:20 to futurepedia.io 25:23 um and if you have questions about AI in 25:25 any form pop it in the thing I will do 25:27 my best to answer it happy Saturday it's 25:29 a little rainy here in Denver it's 25:32 the last two three weeks here in Denver 25:34 have been very weird it's normally very 25:36 sunny all the time but it has been 25:39 um rainy like East Coast rainy for like 25:41 three weeks now so 25:43 can I use this to build a better website 25:45 for my business yeah you can it will 25:47 code for you 25:49 um there are if you use the plugins okay 25:52 if you're if you're brand new to this 25:53 stuff so if you go to 25:56 that cat gbt and so that list of things 25:59 down the left is my history 26:02 and hang on like my 26:06 it should be it is right so that's super 26:09 cool 26:10 so it made this table it gave me a 26:14 description of what the paper is and 26:15 then it classified it this one's 26:17 interesting this one's worth a look I 26:19 didn't tell it to I didn't give it worth 26:21 a look as a category this one's exciting 26:24 this one's interesting exciting worth a 26:26 look interesting breakthrough okay so 26:28 this bottom one deep learning for 26:31 anomaly detection a survey this survey 26:33 paper provides comprehensive overview of 26:36 the use of deep learning for anomaly 26:38 detection a critical task in many 26:40 applications such as fraud detection and 26:42 network security 26:45 so so plug-ins turn Chat GPT from 26:49 remarkable to oh my God like the amount 26:53 of time like a I would never do that I 26:55 would never go to a white paper site and 26:58 sift through the things and read the 26:59 papers enough to understand what they 27:01 are 27:02 that I could even categorize them like I 27:03 wouldn't do it in the first place I have 27:05 ADD I just don't give enough of a [ __ ] 27:07 about that stuff to do it 27:09 but if I can just say hey chat EBT go 27:12 find me some [ __ ] and analyze it and it 27:15 does like that's the kind of 27:18 the ability for chat GPT to now use 27:20 tools is is going to 27:23 um 27:23 it's just gonna change the game so this 27:26 goes back to your question about can I 27:27 help you build a better website 27:30 I'm pretty sure I was looking through 27:32 some of the plugins last night I'm 27:33 pretty sure there are 27:35 um 27:36 there are plugins in there that will 27:38 analyze your current website and give 27:40 you recommendations for ways to improve 27:42 it 27:43 all right these tools will be required 27:45 for most jobs yes yeah they're going to 27:47 get rolled into like the the Microsoft 27:50 co-pilot is going to get rolled into 27:51 Office 365 Dynamics Azure 27:56 um Windows 11 it's going to be built 27:58 into the operating system Monday There's 28:00 a Big Apple worldwide developers 28:02 conference where they're announcing 28:03 their goggles 28:05 uh they're also going to be announcing 28:06 some AI stuff I think like imagine Siri 28:09 as a really powerful assistant 28:12 um they've already announced that in the 28:14 next IOS operating system you're going 28:16 to be able to clone your voice and 28:18 you're going to be able to send voice 28:20 messages without actually having to 28:21 record them but it will be in your voice 28:24 um and and they're they'll probably do 28:25 something with the face they'll probably 28:27 do something with agents autonomous 28:29 agents so 28:31 raise my hand to look into how to use AI 28:33 for my team and my boss wanted to 28:36 consult experts [ __ ] my life I'm right 28:38 there with you so here's what you can 28:40 tell your boss from a guy 28:43 sitting in his home office in Denver on 28:45 tick tock there are no [ __ ] experts 28:50 no one is an expert at this [ __ ] right 28:51 now 28:52 chat so okay that's not true there are 28:56 data scientists and machine learning 28:58 experts that have been working in the AI 29:00 field for the past bunch of decades what 29:02 they're not experts on right now is 29:05 generative AI chat GPT forward basically 29:07 so think from November 30th 2022 until 29:10 now that like that's the window that 29:12 we're talking 29:14 as Eric said earlier we are at the 29:16 beginning of the beginning so I'm happy 29:18 to talk to your boss I'll tell him you 29:20 can tell him I'm an expert I'm happy to 29:22 talk to him what I'll tell him is uh let 29:25 uh cavruno I don't sorry I don't know 29:27 what your name is 29:28 um 29:29 let that person 29:32 um 29:33 start exploring for you because 29:36 she I think he or she she will become 29:38 the expert so I'm I'm I I share your 29:41 frustration bosses need to get their 29:43 heads out of their asses and start 29:44 embracing this stuff and if they've got 29:46 employees that are coming to them going 29:47 hey boss I'd like to figure this [ __ ] 29:49 out for you they should be going oh my 29:51 God hallelujah Bring It On 29:54 ugh that's why I started this channel to 29:57 educate bosses like your boss to get 30:00 their head out of their ass I suggested 30:02 that writers ask chat gbt to write a new 30:04 season of Criminal Intent yeah I know 30:06 it's really good at writing by the way 30:08 if you are a writer 30:10 there was an interesting Andre carpathy 30:12 who's the chief data scientist for 30:15 openai for chat GPT 30:17 um he gave a speech to the Microsoft 30:19 developers conference last week and he 30:21 was talking about prompt engineering how 30:23 you do it if you're a writer 30:26 um give chat EPT examples of your work 30:29 so say based on this and then paste in a 30:32 block of your work that's representative 30:34 of the style that you're trying to write 30:35 and then give it a prompt to write 30:38 something it's really good at mimicking 30:41 examples that you give it style wise so 30:45 so 30:46 um yes but it should also I I think 30:48 we're going to see a lot of 30:53 Innovation and and exciting new creative 30:57 projects as a result of cat GPT so 31:00 hopefully that'll migrate its way 31:03 um into into the TV uh I I then I 31:06 remember that there was a writer's 31:07 strike yeah well so the writers strike 31:09 you know I've written seven screenplays 31:11 I I know the world well I support the 31:13 writer's strike but they they 31:17 their their request to not have Studios 31:20 replace them with robots I think is 31:23 incredibly short-sighted and and a bit 31:26 of a Miss it's a bit of an oversight 31:29 here you've got the most incredible 31:31 writing tool in the history of mankind 31:33 at your fingertips 31:35 and the union is saying [ __ ] that we're 31:39 never going to use that tool it's only 31:41 about human writers when 31:44 when chat GPT is rolled into Microsoft 31:47 Word and it's rolled into every 31:49 screenwriting software out there and 31:51 it's rolled into all of the Google Docs 31:53 and it's it's in all the note-taking 31:55 applications it's going to be ubiquitous 31:58 so it's not like like right now chat GPT 32:01 is this thing off to the side it's it's 32:03 like this little hermetically sealed 32:05 thing and we're like we're gonna have 32:07 chat GPT detectors and we're going to 32:09 detect if you're using those stupid 32:11 robot tools well when that stupid robot 32:14 tool is integrated into every other tool 32:16 that you use where's the distinction 32:18 between it was written by Ai and it was 32:21 a human assisted by AI I don't know 32:24 where that boundary line is and quite 32:26 frankly I don't think it's relevant it's 32:28 still up to the writer to refine the 32:30 results and and have the intent in the 32:32 first place and do the editing in the 32:34 first place right so so I think the The 32:36 Writer's Guild is has got to get their 32:38 [ __ ] together sooner than later because 32:40 I I think they're gonna 32:42 they they could strike themselves into a 32:45 into a real position of weakness 32:48 um is my fear for the writing Community 32:50 now listen I I do not 32:53 pretend to think that these AI tools 32:55 aren't going to [ __ ] up a lot of careers 32:57 because they are it is 32:59 but at the same time we're not stopping 33:01 it you know it's kind of like this it's 33:03 I I have this joke that I've been saying 33:05 that you know trying to fight against 33:07 this AI thing is kind of like the State 33:10 of Florida declaring that they're no 33:11 longer accepting hurricanes 33:13 okay great good policy I agree you 33:17 should not have hurricanes and then you 33:19 know the next hurricane is going to come 33:20 along and blow down some houses 33:22 that's that's what we're in the face of 33:24 with this AI stuff it's coming whether 33:26 we want it or not so you might as well 33:27 lean in that's the purpose of this 33:29 channel just go there and start playing 33:33 and by the way if if you're one of those 33:34 cynical troll types that's like he's 33:37 making a fortune off of pointing people 33:39 there he's getting a commission every 33:40 time he uses chat GPT it's not true I'm 33:43 just a dude pointing you to a site that 33:45 doesn't suck 33:46 what tool were we just using for the 33:48 icons and small sketches so it's not a 33:51 tool that's out yet bald style drop 33:55 and this is a new 33:58 um 33:59 a new paper from Google 34:01 so so don't forget Google invented the 34:05 Transformer the core technology that 34:07 sits underneath chat GPT and all of 34:09 these remarkable image generation tools 34:11 that was all invented by Google there's 34:13 a paper from 2017 called attention is 34:16 all you need where they introduced this 34:18 idea this thing called a Transformer 34:20 that's the foundation for everything so 34:22 this is a just a one of many pieces of 34:25 technology that Google has announced 34:27 this was announced yesterday or the day 34:29 before 34:30 um but check out what this thing does so 34:33 I I just every time I see some of this 34:37 AI stuff it every freaking time I'm like 34:40 I can't get my head around how good this 34:42 stuff is so this little image here 34:45 that's my little finger my fat finger 34:47 that little image there of a kid's 34:50 drawing is the source image all of these 34:53 other drawings were generated from AI to 34:56 match that style so it matches the color 34:58 palette it matches the wrinkled paper it 35:01 figures out 35:02 like how a kid would draw a moose like 35:05 which where would they use the green 35:06 where would they use the yellow 35:09 um 35:09 and then so that's a kid's drawing 35:11 here's Starry Starry Night 35:14 here's starry starry night with the blue 35:15 removed here's another Van Gogh 35:18 self-portrait there's another Van Gogh 35:20 self-portrait here's some cool 90s 35:23 illustration style that it just [ __ ] 35:25 nails 35:26 here's some other kind of 90s like this 35:28 is that bad clip art you see everywhere 35:31 but like all of those illustrations are 35:34 being generated whole cloth out of 35:36 nothing based on the style of the the 35:39 single Source image 35:41 it's it's just remarkable 35:45 so that's that it's not available yet 35:47 though so 35:48 tough you know they just tease us they 35:51 tease us they tease us with these tools 35:53 what are we supposed to do I want to go 35:55 play 35:57 wait speaking of which I think all right 36:00 we're twirling we're twirling 36:04 come on 36:05 come on oh by the way if you want to 36:07 subscribe to the channel I have a goal 36:10 of 13 subscribers I'm up to five 36:12 yeah 36:13 I mean I have like 19 000 followers for 36:15 my Tick Tock Channel but subscriptions 36:17 to the live 36:18 um I've got five of them I don't know 36:20 what happens if you subscribe to my 36:22 wives and if it costs you anything 36:24 please don't subscribe I don't think I'm 36:26 worth uh paying for but uh it this this 36:30 Google Music LM thing does not appear to 36:32 be working I heard it was working I 36:34 figured we could play together but ain't 36:36 nothing happening let me try to reload 36:38 and see if it just 36:40 crash the page 36:43 could not fetch waitlist status 36:46 well that's shitty all right I guess 36:49 we're doing nothing there then 36:51 all right 36:52 there you have it all right 36:56 all right any copyright issues with AI 36:59 that I should watch out for yes 37:02 so 37:05 um images in particular but but 37:07 potentially even with writing so here's 37:10 the thing the next 20 years is going to 37:12 be a never-ending series of lawsuits and 37:15 counter lawsuits about copyright and 37:18 trademark and intellectual property 37:20 infringement the intellectual property 37:22 lawyers are ecstatic right now 37:26 foreign 37:28 so there's lots of gray areas 37:31 with the image generation if you're 37:34 using it commercially what I would 37:36 suggest you know especially if you're 37:39 working with a big Fortune 500 companies 37:41 and things like that use Adobe tools use 37:43 Adobe Firefly and use generative fill 37:46 within Adobe Photoshop because what 37:49 Adobe wisely did was they trained their 37:52 image model on Adobe stock images that 37:55 they owned outright and on 37:57 um public domain images 38:00 so so there's nothing in the training 38:02 data of adobe stock that that they don't 38:05 have clearance for so anything that you 38:07 generate there's there is a essentially 38:09 well I can't say zero I'm not a lawyer 38:13 um and I don't even play one on the 38:14 internet 38:15 um there's a very low likelihood that 38:17 that you're gonna be 38:19 um in any sort of hot water 38:22 um if you're using something like mid 38:24 Journey or stable diffusion which which 38:26 we're trained on a bunch of copywritten 38:29 images 38:30 um my friend Kenny Friedman who's a 38:32 creative director who's really good at 38:34 um uh this AI image Generation stuff 38:38 he's made a personal commitment that 38:41 when he does the prompting he never uses 38:43 a specific artist's name if it's someone 38:46 you know like one of the classics like 38:48 Van Gogh he might do that but any living 38:50 artist he's not he's not using their 38:52 name 38:53 so 38:55 um so that's a way that you can avoid it 38:57 but if you create something that is 38:58 close enough to someone's likeness I 39:00 think there there might be lawsuits 39:02 brought 39:03 um if you're on the other side and 39:04 saying can I actually copyright some of 39:06 this stuff that remains to be seen 39:08 what's not clear to me is okay if I go 39:11 to Mid journey and I create an image you 39:13 know from Whole cloth out of mid-journey 39:16 what the what the copyright office is 39:18 saying right now is that there's no 39:20 human contribution there I disagree with 39:22 that because I put in the prompt and I'm 39:25 the one that generated a hundred images 39:26 of which I chose one of them that I 39:28 think is the good one right I think just 39:30 like using a camera the camera is 39:32 actually doing all the work but you're 39:33 pointing it you're figuring out what 39:34 lens to use you're figuring out exposure 39:36 settings so I feel like it's a similar 39:39 kind of thing 39:41 um but whether or not you can copyright 39:43 AI generated stuff is up for grabs and 39:46 then with with photoshop's new 39:47 generative fill 39:49 where's the point at which it was AI 39:52 generated if I start with a photograph 39:54 and I expand it 39:56 and 90 of that image is AI generated and 40:00 10 of it is my original photograph but 40:02 it all started from my original 40:03 photograph is that copyrightable is that 40:06 AI generated or is that human generated 40:08 I don't know and I don't think it's 40:10 particularly relevant from a creative 40:12 standpoint 40:14 um the lawyers are going to spend the 40:16 next two decades figuring that [ __ ] out 40:18 so so yes there are issues but I 40:20 wouldn't worry too much about it because 40:21 it's way above any of our pay grades 40:24 um it's going to have to be figured out 40:25 at a much higher level can I please 40:27 explain stochastic gradient descent I 40:29 can't I heard Andre carpathy talk about 40:32 it well wait 40:33 of course I can one of the ways I've 40:37 describe uh stable diffusion or not 40:40 stable effusion chat GPT is knowledge on 40:43 demand and it can absolutely 40:47 help us figure this the [ __ ] out 40:53 um explain 40:55 stochastic 40:59 gradient 41:02 descent 41:05 as if I have a degree in acting 41:10 [Laughter] 41:12 I.E 41:15 I ain't got 41:17 no 41:19 book smarts 41:21 and yes you can talk to these things 41:23 like an idiot and it still understands 41:25 what you're asking for oh wait here let 41:27 me flip over here Absolutely I'll try to 41:29 explain it in a way that's easier to 41:31 digest it didn't troll me which is good 41:34 um let's imagine you're the director of 41:37 a play and your mission is to oh it's 41:39 given me acting metaphors sorry about 41:41 that that's kind of stupid all right 41:42 your mission is to deliver the best 41:44 performance possible however you have 41:46 thousands of individual elements to 41:48 manage actors performance is lighting 41:49 sound props blah blah 41:51 you could try to make all the changes at 41:53 once say give direction to all the 41:55 actors adjust all the lights change all 41:57 the props in one Fell Swoop but that 41:59 would be chaotic and almost impossible 42:01 so you opt for a different approach you 42:04 focus on improving one element at a time 42:06 based on immediate feedback okay I see 42:09 what this is so in a similar way 42:11 stochastic gradient descent SG SGD is a 42:15 method that is used to find the best 42:17 possible settings for a model 42:20 um the model settings are adjusted bit 42:21 by bit so so yeah basically what they're 42:23 doing is they're taking 42:25 they're taking the results I I assume 42:28 they're taking the results of a prompt 42:29 they're analyzing that in some way they 42:31 fix some piece of it they reanalyze it 42:33 fix some piece of it so it's something 42:36 like that but anyway I you know go go 42:38 play with chat GPT to dig deeper on that 42:41 and uh it will it will do it it's a 42:44 great way to use the tool I'll often use 42:46 chat Epp I'll be on the phone with 42:48 someone smarter than me which is nearly 42:50 every column on 42:51 um hang on I need some coffee 42:55 and they will say something that is 42:58 outside of my knowledge domain 43:00 and uh I'll just quickly pop into chat 43:02 GPT and say in one sentence describe 43:05 what this is so I can get my head around 43:06 it so it's a good way to use it 43:08 stuck in a local minimum go back and use 43:10 a rocket I don't know what that's in 43:12 reference to excited that apple is going 43:13 to do as Microsoft will be rolling out 43:15 copilot yeah or excited what apple is 43:18 going to be rolling out I I 43:21 Apple has been suspiciously quiet on the 43:23 AI front 43:24 which tells me that they're coming up 43:26 with something cool all of these 43:28 companies have have been doing deep AI 43:32 research for decades right they they all 43:34 have some Skunk Works back there chatgpt 43:37 has forced them out of the Shadows right 43:40 the fact that we haven't heard of peep 43:42 from Apple 43:43 should mean that Monday so Monday 43:46 at 10 A.M Pacific time 43:49 is the big keynote speech for the 43:51 worldwide developers conference 43:54 um they're going to be announcing their 43:55 AR VR goggles and they're also going to 43:58 be 44:00 um what's it called 44:02 they're going to be announcing some AI 44:03 stuff so it's going to be pretty cool 44:04 all right you got something in your nose 44:07 probably a booger sorry about that might 44:09 just be hair I'm old I got I you know 44:12 when you're old you go to the uh the 44:13 barber and they're cutting your hair I 44:15 haven't been in a while and and they're 44:16 like would you like me to trim the hair 44:18 off your ears and you're like oh god oh 44:20 what have I done so anyway sorry about 44:22 that 44:23 all right I asked it to take 1100 word 44:25 down to six save me so much time yeah 44:27 it's good at rewriting stuff it's good 44:28 at analyzing stuff can I use this to 44:30 build a website from a business we 44:32 talked about that these tools will be 44:34 required for most jobs oh I think I'm 44:36 way behind on my questions sorry about 44:37 that 44:38 sorry I didn't get the name of the AI 44:40 for short video clips video v i d y o 44:43 dot a i 44:46 hopefully you got that 44:49 uh have you tried Claude I have tried 44:52 Claude let me show you some 44:55 um 44:57 I thought I had it up here nope 45:00 but I can type three letters 45:03 so here's Poe so the cool thing about 45:06 Poe is you can go use clotted anthropic 45:09 site but Poe gives you access to lots of 45:12 different models Sage is the is the is 45:14 pose model quora 45:16 um gpt4 and then there's three different 45:18 Claude models and then there's chat GPT 45:20 and then you can make your own Bots like 45:22 I made I made a sling blade bot I made a 45:25 Yoda bot I made a Shakespeare bot so you 45:27 can make your own Bots those are fun so 45:29 if you go to poe.com I am Shakespeare or 45:32 I am Yoda you can play with the bot that 45:33 I made but anyway 45:36 um Claude instant is incredibly fast 45:38 it's like GPT 3.5 but it's incredibly 45:41 fast quad plus is is more like gpt4 it's 45:45 a direct competitor to gpt4 and 45:48 anthropic the company behind Claude was 45:50 founded by a bunch of EX open AI people 45:53 the people that made gpt3 quit and 45:55 started anthropic so they know what 45:57 they're doing and then there's also this 46:00 Claude instant 100K so if you pay for 46:04 the Post subscription which I think is 46:05 20 bucks a month 46:08 um 46:09 and I've paid for it because I wanted 46:10 access to this Claude 100K what what 46:14 that means is it's got a context window 46:16 of a hundred thousand tokens which 46:18 basically means this you can put in up 46:21 to 75 000 words into your prompt so you 46:25 could literally paste in a novel as the 46:27 prompt and say you know write me an 46:30 epilogue write me a whatever rewrite the 46:33 last chapter whatever whatever you want 46:35 to do um and it will analyze it and read 46:37 it so yeah I have tried Claude and it's 46:39 it's quite good I am still partial to 46:42 um 46:43 gpt4 for whatever reason it might be you 46:46 know 46:47 short established Nostalgia but oops but 46:50 I think it's I think it's uh I think 46:52 it's better but the hundred thousand 46:54 token limit for Claude is absolutely 46:56 amazing 46:57 how would one become a prompt engineer 46:59 start prompting start playing go there 47:03 start solving problems with chat GPT 47:06 um and then go to the the link below it 47:09 prompts.chat and that will teach you a 47:11 lot about prompt engineering I also 47:13 prefer to call it prompt crafting rather 47:15 than prompt engineering it it is like 47:18 engineering 47:20 in that you're kind of thinking like a 47:22 programmer but you're using natural 47:23 language 47:25 um but it's a very creative process and 47:27 it's not a single you don't create a 47:30 create a single massive prompt and then 47:32 get a perfect answer it tends to be lots 47:34 of little prompts and lots of back and 47:35 forth with the large language models 47:41 can AI fix the feed I don't know is my 47:44 feed screwed up 47:45 is it lagging for anyone else am I still 47:48 lagging hit the tap the heart button if 47:51 you can hear me and I'm still here 47:54 like tap the screen or whatever let me 47:57 see if I'm actually 47:58 functional all right looks like I'm 48:00 still functional all right 48:02 um here's the reason for the lag Xfinity 48:05 sucks 48:08 thanks Comcast I pay you how much for 48:12 what 48:15 doesn't appear to be videoed nor sound 48:18 like when everyone was saying that no 48:21 one is going to make money selling on 48:22 the internet exactly 48:24 happy to help you present yourself to 48:26 your boss as an AI expert oh cool so it 48:29 looks like you guys are supporting one 48:30 another someone said they were trying to 48:32 go to their boss uh Eric sander by the 48:34 way the guy that's in here that's 48:35 offering to be an AI expert is an 48:38 awesome dude and is really wicked smart 48:41 so take him up on that I asked chat GPT 48:43 to write a comprehensive report on 48:45 change management for our company boss 48:47 not amused well bus needs to get his 48:50 head out of his ass boss should embrace 48:52 what you wrote and go fix the [ __ ] 48:54 company in my in my humble opinion 48:57 if I have a if I have an employee that 48:59 takes the initiative to go figure out 49:02 how to do some change management the 49:04 Assumption there is that you're trying 49:05 to make change and it ain't working so 49:06 you got to do something different 49:08 bus needs to check his ego at the door 49:10 take off his stupid [ __ ] hat and 49:12 listen to his employees all right I have 49:15 a ton of news wait I have a ton of 49:17 newsletters that I do via Emma I could 49:20 send it the links to read them online to 49:22 see yes you can 49:24 and the pl the new plug is well so 49:26 you've got 49:28 chat GPT now can search the internet but 49:30 there's also plugins that will go 49:32 specifically read PDFs or web links or 49:34 things like that you can give it a whole 49:36 list of web links and they'll go read 49:37 all the contents of them and then 49:39 you can analyze across them it's pretty 49:41 pretty freaking slick if you ask me 49:45 all right how do I get AI on my desktop 49:47 so I can use some of the features of 49:49 chat GPT you mean without an internet 49:52 connection 49:54 um in that case you would you would 49:56 probably need a a decently Kick-Ass 49:59 machine 50:00 um but you can so so the the developer 50:03 Community is taking these open source 50:05 large language models and making them 50:06 very very efficient there are now a 50:09 bunch of different projects out there 50:11 that you can install a large language 50:12 model on your like laptop there's even 50:15 one that'll run on iOS on a phone 50:17 without any internet connection 50:20 um they're almost as good as chat gbt 50:22 3.5 they're they're not gpt4 they're not 50:25 connected to the internet but there's 50:27 using the the open source large language 50:29 models you can do it but if you have an 50:31 internet connection just go there just 50:33 go to chat.openai.com that's the 50:35 official chat GPT you don't need to 50:37 install it it's just a website there is 50:40 an official IOS app 50:42 for chat EBT I would strongly recommend 50:45 you do not just go to the App Store 50:47 because you'll be confused by the 862 50:51 fake chat EBT apps what I would do if 50:54 you want the official chapter 50:57 and on the home page of openai.com is a 51:00 link to the IOS app go use that link 51:03 that's the official chat GPT app you 51:07 don't have to pay for it there's a bunch 51:08 of ones out there you have to pay for 51:09 you should not be paying for the chat 51:11 GPT app 51:13 period 51:14 so one of the reasons I keep putting 51:16 this URL up here like a like a dum-dum 51:19 I'm a dum-dum uh I I ain't the smartest 51:23 kind of filler but it does lack my 51:25 coffee 51:29 all right 51:32 but the report was excellent okay oh the 51:35 report of of the uh change management 51:37 I'm sure it was 51:39 buses need to get they need to get a 51:42 clue 51:44 I mean seriously if you've got employees 51:47 that are taking initiative to solve some 51:49 [ __ ] for you 51:50 [ __ ] step aside 51:53 I mean I'm sorry I'm a CEO of a company 51:55 and 51:57 more often than not what is brought to 51:59 you is hey boss this thing sucks 52:03 okay have any ideas oh no I haven't 52:06 thought about that okay there's the door 52:09 but if someone comes to me and says hey 52:11 boss this thing sucks and I went to chat 52:13 gbt and I figured out how to fix it what 52:16 do you think listen 52:19 good Lord people like it ain't that hard 52:23 is it apparently it is 52:25 I don't know what's going on in the 52:27 professional world anymore I really 52:28 don't nobody answers phones anymore 52:30 nobody responds to emails people just 52:32 don't show up to [ __ ] meetings it's 52:33 driving me crazy anyone else 52:35 experiencing that tap the screen if you 52:37 feel like there is just a corporate 52:40 malaise cast amongst the world 52:45 getting lots of hearts 52:47 I don't know what's going on people have 52:49 just checked the [ __ ] out of everything 52:50 done with it 52:52 I'm bitter 52:56 bitter 52:58 well see now I'm sorry I got lost in my 53:00 little in my in my comments that I'm 53:02 answering so if I have not answered your 53:04 question that's because I'm lost 53:09 um all right where am I 53:11 the problem is chat GPT is not optimized 53:14 to be correct it's optimized to sound 53:16 correct yeah that's correct it so chat 53:18 gbt will what they call hallucinate or 53:22 lie or as I call it mansplaining as a 53:25 service 53:26 um it will confidently answer you even 53:28 if it's wrong one of the things you can 53:31 do is ask it to analyze its work and see 53:33 if it if it thinks it's right that 53:35 sometimes helps 53:37 found your channel a few days ago so 53:39 interesting thanks for the content thank 53:40 you so much Erin I appreciate it 53:43 um can you please explain to casket 53:44 gradient descent oh man I'm way off of 53:46 my questions I did that a while ago what 53:48 was that website I don't know 53:50 uh um 53:52 I like how you are streaming live what 53:55 tool do you use on your phone I'm so I'm 53:57 just using 53:58 um 54:00 when you go live on Tick Tock you can 54:02 turn on dual cameras so that little 54:04 window right there is my back camera and 54:07 I just have my laptop sitting there so 54:08 that's just facing my laptop and then 54:10 the other one's facing this piece of 54:12 Glorious genetics laughs 54:16 as someone said I think you have 54:17 something in your nose it could just be 54:19 my nose 54:24 oh and then how you switch you just tap 54:26 the little wind I tap it and it swaps 54:28 between the two it's pretty slick 54:31 all right I subscribe uh I thought it 54:34 would notify me when you're on but it 54:36 doesn't I paid 5.99 oh I'm sorry don't 54:38 pay 5.90 yeah I I'm sorry that you pay 54:41 5.99 you feel free to unsubscribe to 54:43 this I I go live uh I will help you for 54:46 free sorry about that AI music is not 54:49 new it existed a long time before now I 54:51 agree with that oh listen a lot of these 54:53 tools existed before this here here's a 54:56 fun little factoid in the documentation 54:59 for gpt3 about a year and change before 55:03 like a year and a third before Chachi BT 55:05 came out in the documentation 55:08 were instructions for how to create chat 55:11 gbt 55:12 and Sam Altman assumed that someone in 55:15 the development Community would make 55:17 chat gbt and for a year and a third 55:20 nobody made it and then Microsoft was 55:23 about to announce their billion dollar 55:24 investment in open Ai and Sam Altman 55:26 said to his Tech Team uh Hey guys since 55:29 no one's made this yet could you just 55:30 whip up some chat GPT and they built it 55:33 in two weeks 55:35 two weeks 55:39 and in six weeks after that they had 100 55:42 million users 55:44 so the thing that changed everything was 55:46 written in two weeks so a lot of the 55:48 music tools have been around a lot of 55:50 the image tools have been around a lot 55:52 of this stuff's been around 55:53 the big difference why we're at an 55:55 inflection point right now is they put 55:57 an interface in front of it that was 56:00 simple enough for real people to 56:02 experience the magic of AI right you 56:06 input something that seems 56:09 simple like you put into a Google Search 56:11 and what you get back is [ __ ] 56:13 remarkable 56:15 explain quantum physics to me in an m m 56:17 rap bang out it comes 56:21 so that's what's different what's 56:22 different is none 56:25 scientists and researchers have access 56:28 to these tools now technically they had 56:30 access to them before but they were just 56:32 a little too geeky Chachi PTC chat gbt 56:36 opened the dam 56:39 um AI as a housekeeper robot that will 56:42 be coming in fact open AI just 56:45 um hang on let me see if I can find it 56:49 um open AI robot 56:54 yes 56:57 open AI beats Elon Musk taking a job so 57:01 this is a humanoid robot that like walks 57:03 around a house and can open doors and do 57:05 [ __ ] here let's let's watch it together 57:07 I haven't seen this 57:08 [Music] 57:11 oops 57:20 foreign 57:22 so it's opening a box 57:25 putting [ __ ] in the Box 57:29 it's got like little Segway roller feet 57:32 check that out 57:34 now it's squatting 57:38 so it's opening a door it's opening a 57:40 window 57:43 yeah 57:44 so yes 57:46 the humanoid robot Eve with its 57:48 human-like appearance appearance in 57:50 robotic hand stands out from its 57:52 contemporaries like Boston Dynamics its 57:55 capabilities include opening doors 57:57 windows manipulating objects setting new 57:59 standards in the realm of humanoid 58:01 robots 58:02 um you know Elon Musk said at the last 58:05 Tesla shareholder meeting that he feels 58:07 like the the the total addressable 58:09 market for humanoid robots is 58:14 um one for every person on Earth maybe 58:17 two so 58:19 so that's Elon for you everyone a robot 58:23 for you a robot a robot for everybody 58:26 um but it's coming 58:28 all right it's great for Fields it's 58:31 great for General Fields but more Niche 58:33 stuff 58:34 Adobe generated fill isn't too awesome 58:38 yeah so Adobe generative Phil again 58:42 here's the here's the thing 58:44 don't look at any of these tools right 58:47 now as complete tools like it's in I I 58:50 guess it's in beta 58:52 but like the Adobe the Adobe training 58:55 model is an incredibly limited model 58:58 they didn't train it on a lot of stuff 59:00 they could have because they wanted it 59:01 to be commercially viable 59:04 here's what I say about a lot of this AI 59:06 stuff what you see today is as bad as 59:10 it's ever going to be 59:12 so the fact that adobe generative fill 59:14 kind of sucks at certain things 59:16 won't be for long you know a year from 59:18 now it will be unrecognizable from what 59:21 it's doing today 59:23 all right everyone is an expert if 59:25 anyone who tells you they're an expert 59:27 at this [ __ ] right now is lying 59:30 uh what a great use case explaining 59:32 stochastic stochastic gradient uh for 59:34 for any people such as the folks here 59:36 yeah exactly let's go need more than a 59:39 surface statement all right so go to 59:41 church EBT and make something Apple 59:44 iPhone has a chat GPT app 59:47 okay be careful 59:50 the Apple App Store and I assume Android 59:53 has many many apps that are called chat 59:57 GPT that have a logo that's almost 59:59 identical to open AIS because those are 1:00:02 charlatans trying to rip you off if you 1:00:04 want actual chat GPT go to that URL from 1:00:07 a web browser 1:00:08 or 1:00:10 go to the base openai.com website and 1:00:13 click on their link for the official 1:00:15 chat GPT app you should not have to pay 1:00:17 for it 1:00:18 what about IBM um IBM just announced 1:00:23 I think it's called Watson AI they're 1:00:24 trying they're they're dusting off the 1:00:27 Watson that kind of failed with Watson 1:00:29 Health 1:00:30 um and they're trying to become relevant 1:00:32 again 1:00:33 um you know they've got big technology 1:00:35 here but open AI has has 1:00:38 shaken everything up it's shaking 1:00:40 everything up open AI is 64 models 1:00:42 available from the API it's cool yeah 1:00:44 yeah they've got lots of different 1:00:45 models some are optimized for code some 1:00:47 are optimized for 1:00:49 predictive stuff and analytical stuff 1:00:52 and all sorts of things so if you're a 1:00:54 developer there's lots to play with 1:00:55 Google bard is still experimental but 1:00:57 will outperform all other AI models 1:01:05 I don't know that I agree with that 1:01:08 because 1:01:10 I look at Apple and I look at open AI 1:01:12 right now 1:01:14 and those are two companies that 1:01:16 understand 1:01:19 um liberal arts they understand Humanity 1:01:22 the humanities Steve Jobs was a master 1:01:25 at combining technology and liberal arts 1:01:27 that's why apple is what it is 1:01:31 Google is all about engineering it's all 1:01:34 it's all 1:01:36 left hemisphere there's no right 1:01:38 hemisphere so I think companies that 1:01:41 have a balance of left and right that 1:01:43 that can go deep on the tech but can go 1:01:45 deep on the on the humanity side 1:01:48 I think they're going to outperform 1:01:49 Google Now 1:01:51 Google will probably be faster it'll 1:01:53 probably be better at technical things 1:01:55 it'll probably be better at Accurate 1:01:57 things but if you go use Google bard 1:02:01 um 1:02:01 I did this yesterday on my live I did 1:02:04 give me an m m rap that explains quantum 1:02:07 mechanics 1:02:08 Google bards was laughably bad gpt4 was 1:02:13 shockingly good like the gap between the 1:02:15 quality of those two models right now is 1:02:18 staggering but 1:02:19 if I were 1:02:22 having it generate code maybe Bard has 1:02:25 has a leg up and also Google's got tons 1:02:28 of money and they got lots of scientists 1:02:30 so they're going to build some tools 1:02:31 like the the 1:02:33 um uh style copy tool that they just 1:02:35 announced yesterday is remarkable and 1:02:38 and it's you know it's doing incredible 1:02:40 beautiful visual stuff so Google's gonna 1:02:42 have some good tools I don't know that 1:02:44 Google bard is going to catch up to open 1:02:47 AI 1:02:48 uh but it but it they'll probably 1:02:50 they've got smart people there can you 1:02:52 imagine working with a prompt engineer 1:02:54 they know everything can you imagine 1:02:56 working with a prompt engineer they know 1:02:57 everything well 1:02:59 um they don't know everything but what 1:03:02 what prompt Engineers or prompt Crafters 1:03:04 do know is how to ask these systems for 1:03:08 things and get predictable results I've 1:03:11 been lagging sporadically that sucks all 1:03:13 right I'm sometimes lagging for some 1:03:15 seconds but not so bad as yesterday 1:03:17 sorry about that 1:03:19 oh Xfinity if anyone works for Xfinity 1:03:21 [ __ ] you 1:03:24 um if anybody knows anyone that works at 1:03:25 Xfinity that can get my Internet fixed 1:03:27 that would be awesome 1:03:30 awesome because I'd like to have some 1:03:32 stable internet if I had stable internet 1:03:33 get these lives without the lags lags 1:03:36 suck 1:03:42 want to build an app sure what idea you 1:03:44 got 1:03:47 um I am in a just say yes mode for most 1:03:50 projects right now because I want to 1:03:51 figure out as much as I can in a short 1:03:54 amount of time as possible if you're new 1:03:56 here there's some new folks here okay my 1:03:57 name is Kyle Shannon 1:03:59 this is the AI learning lab 1:04:01 I am learning about Ai and sharing what 1:04:03 I'm learning in real time to try to get 1:04:05 as many people up to speed as possible 1:04:07 because I think it's actually important 1:04:09 for Humanity I think we also happen to 1:04:12 be living in a very amazing time at the 1:04:15 at the at the dawn of a transformative 1:04:19 moment I think this is bigger than the 1:04:21 Industrial Revolution 1:04:23 um I think it's way bigger than the 1:04:24 personal computer I think it's way 1:04:26 bigger than the world wide web on top of 1:04:28 the internet 1:04:29 I think it's bigger than the iPhone 1:04:31 um and so that's why I'm doing this so 1:04:32 that URL right there chat.openai.com 1:04:35 that's chatgpt's official whips website 1:04:38 so if you have not played with chat gbt 1:04:40 while you listen to me ramble on a 1:04:42 Saturday afternoon uh here in the states 1:04:44 anyway 1:04:45 um go play there and then if you don't 1:04:47 know how to do prompting and you're like 1:04:49 what are these people talking about 1:04:50 prompt engineering go to that thing 1:04:52 prompts.chat and it will explain to you 1:04:54 a lot about prompting and give you a 1:04:56 bunch of ideas so go do that 1:04:59 analyze how what a great use case okay 1:05:03 let's see 1:05:06 I keep getting my my tick tock 1:05:11 Things Are 1:05:13 sorry words not coming 1:05:17 we often serve the bosses instead of the 1:05:19 customers I know I know 1:05:22 it's true Snapchat AI helped explain 1:05:25 parts of my Gene test to me it was 1:05:27 awesome wow that's cool 1:05:28 that's really cool I listen I think 1:05:32 all of the complicated documents you 1:05:35 know you know the complicated documents 1:05:37 that that we get like you go buy a car 1:05:39 and they hand you this stack of papers 1:05:40 and they're like sign here and you're 1:05:42 like I should probably read this [ __ ] 1:05:43 but then you go try to read it and your 1:05:45 eyes start bleeding and you're like I 1:05:46 can't possibly read this we're going to 1:05:49 very quickly be in a in a place where 1:05:52 we'll just be able to snap a picture of 1:05:54 that document it will instantly analyze 1:05:56 it for us and say uh according to you 1:06:00 know section three they're ripping you 1:06:01 off uh so I think that will come there 1:06:04 someone's thanking me for my efforts 1:06:06 thank you for acknowledging my efforts 1:06:08 when's the first AI human marriage 1:06:11 coming 1:06:12 you know I know you're saying it 1:06:15 jokingly and and we've got enough Sci-Fi 1:06:17 movies 1:06:19 um but but if you haven't seen Lars in 1:06:21 the real girl that movie 1:06:24 um 1:06:25 which is about a guy that has a 1:06:27 relationship with a sex doll and you 1:06:30 initially think this is going to be the 1:06:32 creepiest worst movie in the history of 1:06:35 all movies and then you watch it and 1:06:36 it's one of the most 1:06:38 sweet and endearing and moving 1:06:42 um stories you've ever encountered it's 1:06:44 it's just one of those it's one of those 1:06:46 things where my expectation going in and 1:06:49 what it was were they couldn't be more 1:06:50 different 1:06:51 I think that virtual companionship is 1:06:54 actually going to be a good thing 1:06:57 um are there going to be creepy pieces 1:06:59 of it yeah 1:07:01 um 1:07:02 but there's a lot of lonely people out 1:07:04 there and and 1:07:06 um and I think it's actually going to be 1:07:07 a thing so 1:07:09 will there be a marriage I you know 1:07:12 listen 1:07:13 people love attention so someone is 1:07:15 gonna marry a robot just so they can 1:07:17 make the Evening News 1:07:19 um and someone will make the Evening 1:07:20 News because they married a robot but I 1:07:23 actually think that that you know 1:07:25 virtual companionship is actually going 1:07:27 to be a big thing an important thing 1:07:30 um not always good but but I you know it 1:07:33 there's a lot of lonely people out there 1:07:35 and that sucks 1:07:36 how long before Bard and gpt4 are 1:07:38 brought to Google home hubs and Alexis 1:07:40 very very soon it's going to be in 1:07:42 everything 1:07:44 thoughts on free llm models um 1:07:48 so there's a paper if you want to read 1:07:51 it or have chat GPT read it for you 1:07:53 which is how I read all my papers now 1:07:56 um wait hang on sorry looking at my nose 1:07:58 which apparently there's something in 1:08:01 um let's see we have no moat if you go 1:08:05 search on Google for we have no moat the 1:08:09 first link 1:08:10 is this paper called we have no moat and 1:08:13 what this is is this is a this is 1:08:15 apparently a leak I don't know it's 1:08:17 possible it's a leak it's possible it's 1:08:18 just them 1:08:20 put putting information out into the 1:08:22 world but this is an engineer from 1:08:23 Google basically saying that 1:08:27 the free large language models that 1:08:29 Engineers are playing with they're 1:08:31 getting similar results with a hundred 1:08:33 dollars of training 1:08:36 um as what took Google like months and 1:08:40 10 million dollars of training 1:08:43 um so the the free large language models 1:08:46 are getting incredibly powerful there's 1:08:48 lots of them out there I'm sure a lot of 1:08:50 them are pretty weak and weird and not 1:08:53 great there's others of them that are 1:08:55 looks like they're starting to get good 1:08:57 but I think what what we're going to see 1:08:58 is 1:09:00 probably within a year 1:09:03 um 1:09:04 you're gonna have very small files that 1:09:06 you can just install on your phone or 1:09:07 your iPad or your computer that are kind 1:09:10 of gpt4 quality large language models 1:09:13 that do not require an internet 1:09:14 connection 1:09:16 um I I think I think we'll start seeing 1:09:18 these large language models be burned 1:09:20 into chips where there's they're just 1:09:23 installed like every device is going to 1:09:25 have 1:09:27 incredibly deep capabilities because of 1:09:29 these things so my thoughts on on them 1:09:32 are they're absolutely remarkable now 1:09:34 what's the downside of these free models 1:09:37 they are open source and they are as 1:09:40 powerful as GPT 3.5 right now is about 1:09:43 it 1:09:44 but they have no safety guard rails so 1:09:46 GPT 3.5 and gpt4 when you ask it to do 1:09:51 something bad it goes yeah we're not 1:09:53 going to do that go ahead and go [ __ ] 1:09:55 yourself 1:09:56 um these free large language models if 1:09:58 you're a bad actor and want to do bad 1:10:00 [ __ ] 1:10:01 um you're free to do it there there are 1:10:03 no safety guard rails on them so you can 1:10:05 train it to do whatever the hell you 1:10:06 want so that's there's a dark side to 1:10:09 the open source argument 1:10:11 the Adobe image extension feature is 1:10:13 brilliant I haven't oh wait what I don't 1:10:16 know what that is Adobe image extension 1:10:18 oh that's the that's the generative fill 1:10:21 oh it's brilliant it's absolutely 1:10:22 brilliant which of these do I think is 1:10:24 best I don't know which of which 1:10:28 are you an AI I'm gpt5 nice to meet you 1:10:31 don't I seem lifelike 1:10:37 no 1:10:41 um oh I just lost my place again God 1:10:43 damn it tick tock your scrolling sucks 1:10:49 what time is it 226 I gotta go soon I 1:10:52 gotta go shopping or something I got to 1:10:54 do something for my family 1:10:56 you're like what are you doing those 1:10:58 lives all the time I'm like I like these 1:11:00 people better than I like you you your 1:11:02 family 1:11:06 trying to find myself again what was 1:11:09 that website replicate Style 1:11:13 oh boy I know I'm way back to way before 1:11:16 where I'm supposed to be trying to catch 1:11:19 up hold please 1:11:20 404 eastern time sometimes lagging oh 1:11:23 we've been through all these I'm just 1:11:24 zooming zooming around the questions 1:11:26 hold please 1:11:28 summarize in five bullet points yeah you 1:11:30 can have things summarizing five bullet 1:11:33 points if you use a voice module and 1:11:35 write 1:11:36 a slash then you can get out speech here 1:11:38 in Tick Tock wait 1:11:40 if you use a voice module and write a 1:11:43 slash 1:11:45 then you can get out speech here in Tick 1:11:47 Tock I don't quite know what that means 1:11:49 but it sounds cool I'm an old guy using 1:11:52 Tick Tock what the hell do you want from 1:11:53 me people 1:11:54 apparently I'm also not supposed to 1:11:56 drink on camera so I'm gonna go drink 1:11:57 this off camera 1:12:01 iced coffee tasty 1:12:03 how can I use AI to improve the sales in 1:12:06 my organization our sales is going down 1:12:08 recently welcome to the [ __ ] club 1:12:10 sales right now is nearly impossible 1:12:14 um 1:12:16 it's really good for research 1:12:18 so 1:12:20 um I was trying to I was trying to 1:12:22 identify some sales prospects and and I 1:12:25 was like go find this particular role 1:12:27 like give me the top 10 companies that 1:12:30 do this particular function now go find 1:12:32 me the VP of whatever it was like the VP 1:12:34 of marketing 1:12:35 um you know for those companies and it 1:12:38 did that and I'm like give me the 1:12:39 headquarters and give me the link to the 1:12:41 website so you so it's good at research 1:12:44 um using something like zapier you can 1:12:47 automate 1:12:48 um inbound and outbound emails as emails 1:12:51 come in 1:12:52 you can have it automatically turn 1:12:54 around and write very personalized 1:12:57 responses to sales prospects 1:13:00 um 1:13:01 lots and lots of ways I mean what I 1:13:04 would encourage you to do is 1:13:08 think of Chachi PT like a consultant 1:13:10 like a cons like like an assistant 1:13:13 for your sales organization and and tell 1:13:15 it your situation explain as much as you 1:13:18 can about what you do and what's working 1:13:20 and what's not working and what you see 1:13:22 has changed and have it suggest 1:13:25 strategies for 1:13:28 um turning things around and then once 1:13:30 you find strategies it recommends that 1:13:32 you like have it expand on those so so 1:13:35 think of the the interaction more like 1:13:38 you're interacting with a consultant you 1:13:40 hired um and it it might give you some 1:13:42 ideas that can help get you out of it 1:13:44 but it's tough 1:13:46 um what does the robot identify as 1:13:48 that's a good one 1:13:49 FYI I don't have you don't have such a 1:13:53 module I think you guys are talking to 1:13:54 each other that's cool Andrew Bibi 1:13:57 uh oh oh Andy B sorry and I thought it 1:13:59 was Andrew BB because it's Andy B uh 1:14:02 anyway 1:14:03 all right 1:14:04 will we see in video oh God damn you 1:14:07 Tick Tock will we see Nvidia Kudo cores 1:14:11 and llms changing the world 1:14:16 language models are 1:14:19 changing the world and yeah right now 1:14:23 Nvidia like I mean they've been around 1:14:25 for a while and they got 1:14:27 you know they got really big with gaming 1:14:29 and then they got really big with 1:14:30 blockchain and nfts 1:14:32 and now there they just hit a trillion 1:14:34 dollar market cap with the with these 1:14:35 large language models 1:14:37 so 1:14:39 um 1:14:40 I think they're I think they're gonna be 1:14:42 around for a while like Nvidia is a 1:14:43 pretty impressive company right now I 1:14:45 don't know who competes with them wasn't 1:14:46 it Microsoft that just said they're 1:14:48 gonna make their own 1:14:50 chips because they don't want to be 1:14:52 beholden to Nvidia someone someone just 1:14:55 said that I think it might have been 1:14:56 Microsoft 1:14:57 three stock stock recommendations for AI 1:14:59 yeah I'm I have a degree in acting I'm 1:15:02 not good at that you know I think the 1:15:04 the companies that I think right now are 1:15:06 killing it in the space not all of them 1:15:08 are investable open AI obviously 1:15:12 um Microsoft Nvidia 1:15:15 um I think 1:15:17 I would be surprised if Apple didn't 1:15:20 have something pretty impressive to 1:15:22 announce on Monday so 1:15:24 um I think Apple's gonna be a big player 1:15:26 in this space 1:15:29 I think anthropic is a really 1:15:31 interesting company but I don't I don't 1:15:33 know what you can invest in or I would 1:15:35 certainly not I I am glamor gpt10 that's 1:15:38 great 1:15:39 uh The Tick Tock slash thing means we 1:15:42 can talk to you with the voice you don't 1:15:45 have to read oh that's cool 1:15:48 so wait so try that so so wait if you 1:15:50 put a slash in front of one of these 1:15:52 what do I do click on it tap on it 1:15:54 because I saw one earlier 1:15:57 hold 1:15:58 this is a test oh I don't have the 1:16:00 module installed so I need to install 1:16:02 the module damn it 1:16:04 I don't know what I'm doing here 1:16:07 all right let's see stock Rex 1:16:16 hello brother someone said hello brother 1:16:19 who said hello brother 1:16:21 nurbal hello brother or sister 1:16:24 how will this speed up medical research 1:16:26 dramatically if you've heard of alpha 1:16:29 fold 1:16:30 Alpha fold is a Google 1:16:33 deepmind project that 1:16:36 predicted the intricate folding shapes 1:16:39 of what 400 000 proteins in like four 1:16:41 days or three days some ridiculous 1:16:43 amount of time like that and 1:16:45 historically that would have taken like 1:16:46 two months of traditional compute time 1:16:48 to do one and they did four hundred 1:16:50 thousand in a few days 1:16:52 um I think I think the scientific 1:16:54 advancements in the next five years are 1:16:56 going to be just face melting you know 1:17:00 they just there was a guy 1:17:02 I think in England or Italy I think it 1:17:04 was Italy 1:17:05 um who's been paralyzed for 1:17:08 12 years due to a motorcycle accident 1:17:10 they just used a large language model 1:17:12 they built a Bluetooth Bridge around the 1:17:15 damaged part of his spine put electrodes 1:17:17 in his spine 1:17:18 imaged his brain when he was thinking 1:17:20 about moving his legs 1:17:23 you know using large language models to 1:17:25 interpret the data hooked up the 1:17:27 Bluetooth and said all right think about 1:17:29 walking now and he's now walking 1:17:32 like they're actively curing paralysis 1:17:35 as we speak using large language models 1:17:39 so I think it's going to speed up 1:17:41 medical research 1:17:43 in ways that we can't even fathom 1:17:49 um if you teach chat CPT how to do a 1:17:51 task will that knowledge cross over to 1:17:53 all users not really so so 1:17:56 it doesn't really have memory they're 1:17:58 taking what people are doing with chat 1:18:00 GPT and they're fine-tuning it but it's 1:18:02 not like the thing that you figured out 1:18:04 it will figure it out it will figure out 1:18:06 what you can do now 1:18:08 um with chat apt is you can copy and 1:18:10 share prompts so let me show you 1:18:16 so over here's my chat history 1:18:20 oh I gotta 1:18:22 I've got a glare on my screen because of 1:18:24 the light 1:18:26 um over here in my chat history 1:18:28 they've now added a share button so if I 1:18:32 click this share I can I can share this 1:18:35 prompt with other people so I can copy 1:18:37 the link 1:18:38 down here on the bottom and share that 1:18:40 with other people so if you if you come 1:18:42 up with a thread with a with a prompt 1:18:44 and a series of things that's really 1:18:46 good you can copy that and share it with 1:18:48 people 1:18:49 um if you use something like Lang chain 1:18:53 which stitches together a number of 1:18:54 tools but one of the tools that's in in 1:18:58 Lang chain is a what's called a vector 1:19:00 database so that's basically memory so 1:19:03 if you put together something like Lang 1:19:05 chain then the things that you create if 1:19:08 you're writing those results into memory 1:19:10 you can then search on them in the 1:19:12 future but it's not straightforward 1:19:14 right now I would say give it a year 1:19:16 when Microsoft really rolls out large 1:19:19 language models integrated into their 1:19:21 entire Suite it's this is all going to 1:19:23 become much easier so right now it's 1:19:25 just janky and shitty but it will get 1:19:28 less janky and less shitty 1:19:30 how do I think government 1:19:33 oops hang on 1:19:40 we'll regulate AI hopefully smartly 1:19:44 um but they don't [ __ ] understand how 1:19:46 Wi-Fi works so I don't quite know how 1:19:48 that's going to happen 1:19:49 I think they need to have smart people 1:19:52 on on advisory panels 1:19:54 um Sam Altman has been decently 1:19:56 aggressive about cooperating with 1:19:59 government and saying you need to 1:20:00 regulate us and here's how I think you 1:20:02 should do it 1:20:03 hopefully they listen to to smart people 1:20:08 um I think Sam is one of them 1:20:16 I think that we will see governments 1:20:19 um 1:20:21 [ __ ] it up 1:20:24 before they get it right 1:20:26 um 1:20:27 because at some point something's going 1:20:29 to happen something will be headline 1:20:30 making that AI killed someone or hey I 1:20:33 did this or a I did that or AI tanked 1:20:35 the banking sector or whatever it is and 1:20:38 then the government will panic and try 1:20:40 to shut [ __ ] down but you you're not 1:20:43 going to be able to shut down things 1:20:44 that are now open sourced if this were 1:20:46 all sitting in the hands of Google and 1:20:48 open AI like it was for a while 1:20:51 that would be a different story where 1:20:53 you could just kind of shut down those 1:20:54 companies but now that it's kind of out 1:20:56 and open source and in developers hands 1:20:58 and things like that I don't think you 1:21:00 can put the genie back in the bottle 1:21:01 so the only plausible way you could 1:21:03 actually stop it 1:21:05 is to shut down the internet and they're 1:21:08 not going to do that because that's the 1:21:10 entire economy infrastructure these days 1:21:14 um so I think they're gonna have to deal 1:21:15 with it so hopefully fingers crossed 1:21:19 um they don't make 1:21:20 stupid moves to try to control it 1:21:22 because the problem if they try to 1:21:24 control it too much is the stymie 1:21:25 Innovation and the rest of the world 1:21:27 ain't gonna stop 1:21:29 um 1:21:30 but at the same time I think these 1:21:32 things need to be taken seriously cyber 1:21:34 security is is a big important there's 1:21:36 big important implications for that 1:21:40 um and uh yeah so 1:21:44 I don't know enough about government 1:21:47 um to know anything other than I should 1:21:48 be cynical about it and I am I'm a gen 1:21:50 xer and I'm cynical and I'm bitter and 1:21:52 that's how I like like it oh there's 1:21:54 more people here than were here before 1:21:55 okay hi my name is Kyle Shannon this is 1:21:58 the AI learning lab I talk about all 1:22:00 things AI here feel free to ask 1:22:02 questions in the comments if you're new 1:22:04 to AI if you have not played with chat 1:22:05 GPT cool but end that today right now go 1:22:10 to that address 1:22:11 while you listen to me ramble and whine 1:22:14 and drink coffee 1:22:17 chat.openai.com go there 1:22:19 and that's the official chat CPT website 1:22:22 and just start playing start asking it 1:22:23 to do things ask it to write you a song 1:22:26 for your significant other or your pet 1:22:29 um ask it to 1:22:30 this is a fun one ask it to give you a 1:22:33 meal plan for the week that includes I 1:22:35 don't know five obscure ingredients and 1:22:37 then it'll do that and then tell it to 1:22:40 create a shopping list for you and then 1:22:42 have it organize that shopping list by 1:22:44 category of the grocery store 1:22:47 and just watch what it does and then go 1:22:49 you could do that I didn't know I could 1:22:52 do that 1:22:54 and then when you pick your drop off the 1:22:56 floor ask it to write you a Python 1:22:58 program and watch it do that and then 1:23:00 you'd be like what it could do that too 1:23:03 so yeah go play there do I have a degree 1:23:06 in artificial intelligence I have a 1:23:07 degree in acting 1:23:11 um 1:23:12 I I'm CEO of a video technology company 1:23:15 I've been an entrepreneur for many many 1:23:17 decades now 1:23:20 um 1:23:21 I I got in on the ground floor of the 1:23:24 early days of the World Wide Web I 1:23:25 started one of the first digital 1:23:26 agencies in 1994 a company called 1:23:28 agency.com and 1:23:32 um 1:23:33 I recognized in 1994 that the web was 1:23:36 going to change everything and that no 1:23:38 one knew it and I had a really cool 1:23:41 experience where I published an online 1:23:43 magazine 1:23:45 from my apartment in Brooklyn I uploaded 1:23:47 the files to a computer in California on 1:23:49 a dial-up modem 1:23:50 and three weeks later there was a 1:23:52 full-page article about my magazine in a 1:23:54 Parisian newspaper Halfway Around the 1:23:57 World 1:23:57 and I recognized in that moment that the 1:24:00 world had changed but no one knew it yet 1:24:02 and so I was lucky enough to kind of be 1:24:05 there at the beginning and kind of know 1:24:06 be able to see what was coming I had a 1:24:09 similar Epiphany in December of 2022 1:24:12 last December 1:24:14 where I was playing with chat GPT and 1:24:16 asked it to write me a Python program 1:24:18 and in 90 minutes I wrote a functional 1:24:20 fully functional python application 1:24:23 that took user inputs about a certain 1:24:26 topic and generated five different 1:24:27 pieces of social media content I I wrote 1:24:30 that application with calls to the open 1:24:33 AI API in 90 minutes I've never written 1:24:36 a line of python in my life 1:24:39 and that was my big breakthrough moment 1:24:41 about holy [ __ ] the world just changed 1:24:42 like this is another one of those this 1:24:44 is like on the level of the World Wide 1:24:46 Web the personal computer the Industrial 1:24:49 Revolution the printing press fire 1:24:51 written language like there aren't many 1:24:54 of these and we're lucky if not lucky 1:24:57 enough to live in an era where there's 1:25:00 been a number of these in a very short 1:25:02 amount of time this is a big one 1:25:05 um so that's why I'm geeking out on this 1:25:08 stuff but no I don't have I do not have 1:25:10 a machine learning background I know how 1:25:12 this stuff works but I don't know how 1:25:14 the [ __ ] they do it 1:25:16 Alpha fault is like seti it really is 1:25:18 okay what's the best way to learn AI 1:25:21 engineering if you want to learn AI like 1:25:23 machine learning engineering like the 1:25:25 engineering side then I would say go to 1:25:28 go to school or have chat gbt teach it 1:25:31 to you if you mean how do I learn AI 1:25:33 prompt engineering and how to use 1:25:35 generative AI tools um just get Hands-On 1:25:38 watch YouTube videos watch tick tocks 1:25:41 like mine watch Rachel Woods she's got a 1:25:44 tick tock Channel watch Mackenzie Bose 1:25:47 if you're decently geeky there's a guy 1:25:50 on YouTube named David Shapiro brilliant 1:25:53 machine learning scientist and he's 1:25:55 creating an AGI kind of platform really 1:25:59 wicked smart guy so depending on just 1:26:02 figure out your level of geekiness and 1:26:03 then go find people that are just 1:26:05 talking about this [ __ ] and start 1:26:07 playing just get in the get in that 1:26:09 weird uncomfortable Zone where you're 1:26:10 like I don't know what I'm talking about 1:26:12 I don't know what I'm doing here nobody 1:26:13 knows what they're doing here I feel 1:26:15 clueless every [ __ ] day this and I've 1:26:17 been like obsessing about it for six 1:26:19 months now look like nine months now 1:26:21 I've just been like 1:26:23 and I feel clueless every day so just 1:26:25 feel clueless jump in feel the feelings 1:26:27 feel the feels as they say as the kids 1:26:30 say these days 1:26:33 [Music] 1:26:33 um 1:26:36 the Air Force is using on their drones 1:26:39 yeah well so there was an interesting 1:26:41 article that the mainstream media jumped 1:26:45 on that uh an Air Force drone turned 1:26:48 around and attacked its operator and 1:26:50 then it turned out well it was a 1:26:51 simulation and then it turned out well 1:26:52 it was actually just a thought 1:26:53 experiment where they said that could 1:26:56 happen and it was mischaracterized so 1:26:58 whether or not that happened or not I 1:27:00 don't know the media jumped on it though 1:27:02 because The Narrative of the robots are 1:27:04 going to kill us is a strong one that 1:27:06 sells you know gets eyeballs and [ __ ] 1:27:09 like that I think it's pretty 1:27:10 irresponsible and it makes me cranky but 1:27:13 what are you gonna do 1:27:14 all right let me answer a few more 1:27:16 questions and then I gotta go live my 1:27:18 Saturday life oh maybe I'll come back 1:27:19 later tonight 1:27:22 um that's not the original chat GPT site 1:27:24 yes it is chat.openai.com that's open 1:27:27 AIS that's chatgpt 1:27:29 chat.openai.com is the original Chachi 1:27:32 EBT site if you're on another one 1:27:35 um you're not on the original that is 1:27:37 the site 1:27:40 um 1:27:42 are you still out here blowing Minds I'm 1:27:44 still out here the mines might be 1:27:46 blowing it's like why is he still 1:27:48 talking 1:27:50 thank you again for the information 1:27:51 thank you for your instruction you're 1:27:53 welcome I'm acting like a guy 1:27:55 so you're acting like a guy who knows 1:27:57 about AI I am that's that's why I have 1:28:00 an acting degree it's mind-blowing I 1:28:02 know that I act like I know this much 1:28:04 mansplaining as a service at your 1:28:06 service 1:28:07 all right what was the prompt to to 1:28:10 write a Python program let's go write 1:28:12 one link okay we're gonna do a new chat 1:28:16 so and I'll do this on GPT 3.5 1:28:19 um because that's the free thing so even 1:28:21 if you're not paying for it so I'll say 1:28:24 um 1:28:26 I am completely new to programming 1:28:33 and I heard python 1:28:39 is the way to go I want to write 1:28:44 an application 1:28:48 that takes in some user input 1:28:56 input and sends a prompt 1:29:01 to the open AI 1:29:06 um G let's see the open AI GPT API 1:29:12 um 1:29:13 is this something you can help me make I 1:29:20 don't need 1:29:23 to learn 1:29:25 the programming 1:29:27 I just want help making 1:29:32 the application now 1:29:34 location if it seems like that's a 1:29:37 little wordy and and like more like I'm 1:29:40 talking to 1:29:43 a you know a senior programmer or like 1:29:45 I'm a product guy talking to an engineer 1:29:49 like one of the things that I've learned 1:29:50 is is the more context that you give GPT 1:29:53 the better it gets 1:29:55 so if I hit return now certainly 1:29:58 I can help you get started 1:30:02 um here are the basic things set up 1:30:04 python install python on your computer 1:30:06 so it gives you the link of where to get 1:30:08 it install the required packages you'll 1:30:11 need to install the open AI package to 1:30:13 interact with it pip install so it's 1:30:16 telling me some command line stuff here 1:30:17 so I don't understand all this but look 1:30:19 there's there's some 1:30:21 um let's see right in up I write the 1:30:24 application create a new python file and 1:30:28 open it in a text editor here's the 1:30:30 simple example of how the code would 1:30:31 look there's your openai key there's 1:30:34 your user input enter a prompt 1:30:37 it it already pulled the DaVinci 003 1:30:40 engine for open AI it gave it a max 1:30:44 number of tokens of 100 and then it's 1:30:47 going to print the responses to screen 1:30:49 make sure you replace your API key so 1:30:52 it's telling me what to do but what I 1:30:53 can say here is 1:30:54 um 1:30:56 I don't understand how to do any of the 1:31:01 local installing 1:31:05 is it possible to run 1:31:09 this 1:31:10 python application on a website question 1:31:16 mark 1:31:17 yes it's possible to run it on a website 1:31:20 and what did it tell me here 1:31:22 use a web framework like fret flask or 1:31:25 Django to create a an application using 1:31:27 flask so so they're still saying pip 1:31:29 install so they're still having me 1:31:31 install stuff from the command line 1:31:32 which I don't want to do so I'm going to 1:31:34 say 1:31:35 um I don't want to use command 1:31:39 line 1:31:41 is there a web site that runs 1:31:46 python apps without me installing 1:31:52 anything 1:31:54 boom yes replit.com 1:31:58 and then it gives me the instructions of 1:32:00 how to go to replit.com you can 1:32:02 customize the project you can do it 1:32:04 right so 1:32:06 um 1:32:07 and then let me see 1:32:09 um yeah that's it so so you get the 1:32:11 basic idea so in in a very short amount 1:32:14 of time you can have it do something 1:32:16 I'll show you another cool thing 1:32:18 um we're gonna go over to 1:32:23 GitHub 1:32:27 so GitHub is is this code repository let 1:32:30 me sign in here 1:32:34 oh I've got two Factor authentication 1:32:37 script you can take the readme file from 1:32:40 GitHub and 1:32:43 um go to chat GPT paste the readme file 1:32:47 in there and say I'm on OSX give me a 1:32:50 step-by-step 1:32:51 um instructions for how to get this 1:32:54 GitHub repository up and running and 1:32:57 then you can even say just give me one 1:32:59 instruction at a time and don't move on 1:33:01 to the next instruction until I say okay 1:33:03 and it will walk you step by step 1:33:05 through the process so how can we make 1:33:07 money with AI don't worry so much the 1:33:10 the generative AI tools are just tools 1:33:14 how you make money is the way we've 1:33:17 always made money it's it like the 1:33:18 answer to that question is no different 1:33:19 than how do I make money with Photoshop 1:33:21 or how do I make money with 1:33:24 um a lawn mower 1:33:26 how you make money with any technology 1:33:28 with any tool is you say what's a 1:33:31 problem someone's got that I can solve 1:33:33 that if I solve it well enough they'll 1:33:35 pay me for it 1:33:37 so I would say take things where you 1:33:39 know a pain point you know where there's 1:33:41 a problem that you can solve and if you 1:33:43 can figure out how to use AI to solve 1:33:45 that then that's how you make money with 1:33:46 it I'm a fairly good actor thank you I I 1:33:49 shoot for Fairly good you know I you 1:33:53 know I don't want to be award-winning 1:33:56 fairly good is where I'm that's that's 1:33:57 what I'm looking for 1:33:59 so that's exciting all right what 1:34:02 business would I start today 1:34:04 I would start 1:34:16 short term 1:34:18 I think I think I would probably start 1:34:22 either a software development company or 1:34:25 an agency 1:34:28 that is all in on AI 1:34:32 um 1:34:33 and what I would shoot for is being 10 1:34:36 to 30 times 1:34:38 faster cheaper or better than the 1:34:41 competition 1:34:42 because I think for the next two years 1:34:46 they're going to be three to four person 1:34:47 companies 1:34:49 that are executing at the level of a 30 1:34:52 or 40 person company and and those three 1:34:54 to four person companies are going to be 1:34:57 able to knock off 1:34:58 big competitors 1:35:01 um so I probably Smart Start I would 1:35:03 find 1:35:04 two or three other very smart 1:35:06 you know AI brilliant people 1:35:10 not AI brilliant 1:35:13 um brilliant people that know how to use 1:35:15 AI tools 1:35:18 and I would probably find one that's 1:35:19 good with technical stuff one that's 1:35:21 good with visual stuff one that's good 1:35:23 with business and word stuff marketing 1:35:27 business and then I probably find an 1:35:28 operations person so I'm going to make 1:35:30 sure we don't go out of business I think 1:35:32 with those three people 1:35:35 you could probably be doing a level of 1:35:39 work that that you could do with a with 1:35:41 a 30 or 40 person company so I don't 1:35:44 know what I'd do it in right now but it 1:35:46 would definitely be leaning in heavy 1:35:47 into AI 1:35:48 looking forward to your live streams 1:35:50 like this one thank you appreciate that 1:35:51 is the upgrade to GPT worth it for 1:35:54 writing books yeah gpt4 is just much 1:35:56 better you can use if if you just want 1:35:59 to use 1:36:00 um 1:36:01 gpt4 1:36:04 um and you don't want to pay for it just 1:36:06 go to bing.com 1:36:09 bing.com 1:36:11 and then when you go to Bing 1:36:14 it'll it'll say 1:36:17 um ask me anything but but up here right 1:36:19 next to the Bing logo is this chat 1:36:22 and that is chat GPT and there's three 1:36:25 different conversation Styles more 1:36:27 creative more balanced and more precise 1:36:29 so depending on the kind of writing 1:36:31 you're doing if you're doing technical 1:36:32 writing you might want it on more 1:36:34 balanced or more precise if you're 1:36:35 writing screenplays or novels you might 1:36:37 want to know more creative so this is 1:36:40 gpt4 1:36:42 I think it's a little more hobbled than 1:36:45 open ai's version of it but 1:36:48 um 1:36:51 but it's free 1:36:53 um so for me the upgrade to GP to chat 1:36:55 GPT is worth it so the the upgrade gives 1:36:59 you chat GPT Plus 1:37:01 and then on the upper part of the screen 1:37:03 here you've got access to GPT 3.5 which 1:37:06 is fast and you've got access to gpt4 1:37:09 and then you've got three models 1:37:10 currently within it you've got the 1:37:12 default which is what it used to be 1:37:13 you've got browse with Bing so this is 1:37:16 Internet connected chat GPT and then 1:37:18 you've got plugins there's all sorts of 1:37:20 plugins for for writers and there's 1:37:22 going to be more and more and more so I 1:37:24 think the ability to do all this stuff 1:37:26 right now is worth the upgrade now 1:37:29 um Bing is already connected to the 1:37:32 internet you know chat GPT is using Bing 1:37:34 and they have also announced that 1:37:35 they're going to support the openai 1:37:37 plug-in architecture so bing.com is 1:37:39 going to be able to support all these 1:37:40 plugins so the distance between bing.com 1:37:43 and current chat GPT is small but 1:37:46 there's a thing coming out for gpt4 1:37:48 called code interpreter that is 1:37:50 absolutely mind-blowing so the reason I 1:37:53 like paying for this is these guys are 1:37:55 the ones leading the charge right now so 1:37:57 I want as Early Access as I can to the 1:38:00 tools that they put out so I think it's 1:38:02 I think it's worth it 1:38:04 but yeah 1:38:05 um gpt4 is significantly better at basic 1:38:09 writing skills than GPT 3.5 is just 1:38:13 better it's just good it's really good 1:38:16 for things like yeah just it's good it's 1:38:20 solid it's so solid so solid it's I 1:38:23 don't know if you know this but it's 1:38:25 solid 1:38:26 salad I like salad sometimes I like a 1:38:29 little chicken on my salad 1:38:34 or use agent GPT I made I 18n with 28 1:38:38 languages you can find yours too that's 1:38:40 cool yeah agent GPT is pretty cool 1:38:44 all right sir here is the point better 1:38:46 if you don't even try to copy and paste 1:38:48 the codes 1:38:50 not sure what that means but yes don't 1:38:52 copy and paste codes 1:38:54 we already have a lot of script kitties 1:38:56 don't know what that means cool 1:39:00 you can also just download a GitHub repo 1:39:02 the problem with GitHub repos if you're 1:39:04 not a technological person is they're 1:39:06 confusing as [ __ ] 1:39:09 um 1:39:13 same with hugging face like hugging face 1:39:16 is a remarkable sight with remarkable 1:39:17 power in it but 1:39:19 like GitHub it assumes that you're an 1:39:21 engineer and you can figure that [ __ ] 1:39:23 out 1:39:23 it needs a large language model sitting 1:39:25 on top of it to help you figure it out 1:39:28 in my personal opinion 1:39:31 all right a couple more questions 1:39:35 check out 1:39:38 speed to lead.io to make money that's 1:39:41 affiliate marketing I I would 1:39:44 I would avoid that [ __ ] but that's my 1:39:47 personal opinion if you don't want to 1:39:49 pay for it then use the local if you 1:39:51 don't want to pay for it then use a 1:39:52 local version of an llm yeah you can use 1:39:54 open source llms but you know 1:39:58 Bing is free and it's you know you don't 1:40:00 have to install anything the problem 1:40:02 with installing local llms is you got to 1:40:04 find the right repo they're changing all 1:40:06 the time you're going to install 1:40:07 something that's then going to break 1:40:08 it's just we're at that early awkward 1:40:11 stage of the industry where you have to 1:40:16 be a bit of a geek if you want to do 1:40:17 anything outside of the norm 1:40:20 I created my account good on you that's 1:40:21 awesome 1:40:22 all right looks like we've got some new 1:40:24 folks here my name is Kyle Shannon this 1:40:25 is the AI learning lab we're learning 1:40:27 about AI well I'm learning about Ai and 1:40:29 then I ramble incoherently talking about 1:40:31 what I've learned and I try to tell 1:40:33 people what I know and then trolls tell 1:40:35 me that I have things coming out of my 1:40:36 nose and I look like fat Alec Baldwin or 1:40:39 Rosie O'Donnell that's how we started 1:40:41 this live you look like Rosie O'Donnell 1:40:43 there was a large conversation about 1:40:44 that which apparently I do so I think 1:40:47 it's the hair is it pretty do I look 1:40:49 pretty I look so pretty uh anyway 1:40:53 um I'm also a smartass and a gen xer and 1:40:56 I'm bitter 1:40:57 um that URL chat.openai.com that's the 1:41:00 official chat GPT website I do not make 1:41:02 any money from that I just put it there 1:41:04 because that's the official site I was 1:41:06 told it wasn't but it is 1:41:08 um and then prompts.chat is a thing that 1:41:10 will help you learn about prompting and 1:41:12 give you some ideas on future pedias 1:41:13 just a list of tools that will melt your 1:41:15 brain there's too many of them to even 1:41:17 manage anymore 1:41:18 I find Bing's chat TP to be very 1:41:21 taciturn and lazy I agree with you 1:41:23 Nathalia I think that um or Natalia 1:41:26 um 1:41:27 ever since the New York Times wrote 1:41:30 about being telling the reporter that he 1:41:33 should leave his wife and and run away 1:41:35 with him or with with her Sydney 1:41:39 um they kind of hobbled it they 1:41:41 lobotomized Sydney and and she's just 1:41:43 not as good so I I agree that the the 1:41:46 official uh GPT for is good is poe 1:41:49 worthin pay worth paying access for the 1:41:51 expanded upload I think so but so so 1:41:54 here's the deal let me let me show you 1:41:56 what 1:41:57 so Beth I think Poe is worth paying for 1:42:01 so 1:42:03 um 1:42:03 what Poe gives you access to is their 1:42:07 own model sage and then these ones that 1:42:09 say subscribe those are ones you have to 1:42:11 pay for but you also get Claude instant 1:42:13 which is that's anthropics Claude Claude 1:42:16 instant is incredibly fast and then chat 1:42:19 gbt so if you pay the subscription you 1:42:21 get access to gpt4 which fine you get 1:42:24 access to Claude plus which is 1:42:25 anthropic's version of gpt4 and then you 1:42:28 get access to Claude instant 100K so 1:42:30 it's a hundred thousand token context 1:42:33 window which means you can paste in up 1:42:35 to 75 000 words into your prompt chat 1:42:39 and start interacting with it 1:42:41 so so where I've used that is I do a 1:42:45 bi-weekly AI Salon that it's a two hour 1:42:47 Salon where we bring in a guest speaker 1:42:49 and we talk about what's going on in AI 1:42:52 um and so so every one of those is 1:42:54 transcribed it ends up being about a 56 1:42:56 page transcription I can literally with 1:42:59 with Claude instant 100K I can copy and 1:43:02 paste those 56 Pages out of that 1:43:04 transcript pop it in there and start 1:43:07 asking questions about the transcription 1:43:08 so if you've got big documents that you 1:43:11 want to kind of deal with in an ad hoc 1:43:13 basis I think it's really good Claude 1:43:16 also allows you to make your own bots so 1:43:18 I made like a sling blade bot and a 1:43:20 yodobot and a Shakespeare bot I've made 1:43:22 like a dozen of these things now so if 1:43:24 you go to po.com I am Yoda you can 1:43:27 interact with Yoda or Shakespeare or 1:43:29 Emily Dickinson so 1:43:31 um so yeah so I think I think it's 1:43:32 pretty cool 1:43:34 um I can't wait to be making 200k and 1:43:36 just have to type prompts I that is 1:43:39 likely in your future if you're willing 1:43:41 to take the time right now I think 1:43:43 anyone that takes the time to basically 1:43:46 go to that URL and start figuring out 1:43:48 how to pull interesting results out of 1:43:51 these things is going to be in demand 1:43:54 um there's gonna be there's gonna be a 1:43:56 Tipping Point where companies start to 1:43:58 panic and realize oh [ __ ] we need to 1:44:02 figure this stuff out someone earlier 1:44:03 was saying they went to their boss and 1:44:05 they said you know I want to use AI to 1:44:07 help solve the problems of our business 1:44:08 and their boss told them to you know 1:44:11 take a flying [ __ ] and they wanted to go 1:44:13 talk to the experts which there are no 1:44:15 experts 1:44:16 um I think anyone who's got any sort of 1:44:19 sense of how to use these tools is going 1:44:21 to be an incredible demand so I don't 1:44:23 think you're that far away from that 1:44:24 future 1:44:26 of being paid 200 1:44:29 000 to just write words 1:44:32 but you'll also have to do things like 1:44:34 think critically about what you want the 1:44:37 tools to do and curate the best answers 1:44:40 and refine the best answers and generate 1:44:42 good results and if you don't do any of 1:44:44 that [ __ ] you'll get fired from your 200 1:44:46 000 job 1:44:47 but the opportunities there 1:44:51 can I make a demonstration a 1:44:53 demonstration with the Wolfram Alpha 1:44:55 plugin this will be fun okay 1:44:58 so here's how we're going to do this 1:45:00 I'll show you how how you get to 1:45:03 so you go to gpt4 okay I'm going to take 1:45:06 you from the beginning so if if you're 1:45:08 on chat gbt and you pay for chat GPT 1:45:10 plus the first thing that you need to do 1:45:12 to be able to get to to plugins is you 1:45:15 go to your settings 1:45:17 and then in your settings you go to the 1:45:20 second option here beta features and 1:45:23 there's browse with Bing and there's 1:45:24 plugins you have to turn those on so you 1:45:27 have to proactively turn on access to 1:45:29 plugins 1:45:30 but then when you go to gpt4 you've got 1:45:33 these three modes default browse with 1:45:36 Bing and plugins so we'll go to plugins 1:45:38 and now you see a list here of plugins 1:45:40 there's a whole bunch of plugins and in 1:45:42 any session you can turn on or off up to 1:45:45 three 1:45:47 so if you don't have access to Wolfram 1:45:49 Alpha then you go to the plugin store 1:45:52 and the plug-in stores just like the App 1:45:54 Store but it's got all these plugins in 1:45:56 it oh there's wolf from alpha right 1:45:57 there and then you can search for it and 1:46:00 then you hit install right so there's 1:46:02 Wolfram it's installed but you would hit 1:46:03 install and then then you've got access 1:46:05 to it then you go back here 1:46:08 and you 1:46:10 pop down your little menu here I'm going 1:46:12 to turn off ask your PDF I'm going to 1:46:14 turn on Wolfram Alpha 1:46:17 if I can find it there it is okay so 1:46:19 Wolfram Alpha plugin is there 1:46:21 so now 1:46:23 I'm going to say I don't know much about 1:46:27 math 1:46:29 but would love 1:46:34 to 1:46:36 um 1:46:37 would love for you to give me 1:46:42 10 possible 1:46:45 let's see possible 1:46:49 equations 1:46:51 that I might 1:46:55 try to solve I don't know let's see what 1:46:59 what this does I that should not fire 1:47:02 off the wolf from alpha plug in 1:47:05 but it should 1:47:08 it should just give me 1:47:12 some equations 1:47:14 but it's thinking right now I this thing 1:47:18 where where gpt4 just hangs a little bit 1:47:20 I've been experiencing this more and 1:47:22 more I think they're a little busy I 1:47:24 think they're a little busy they're like 1:47:26 hey people stop using our [ __ ] 1:47:28 remarkable service our computers can't 1:47:31 keep up sure be happy to wow that took a 1:47:34 while 1:47:35 um here they are the linear equation the 1:47:37 quadratic equation that I've heard of 1:47:38 the cubic equation 1:47:41 equations all involving fractions and 1:47:43 equations with roots absolute values 1:47:46 exponential equations logarithmic 1:47:48 equations 1:47:50 okay 1:47:52 um 1:47:59 let's see what might be the data 1:48:03 I would use 1:48:07 I would I would need 1:48:10 to 1:48:13 let's see 1:48:15 um play to I would need to use 1:48:23 um a logarithmic 1:48:29 equation 1:48:32 question mark 1:48:35 logarithmic equations are used in 1:48:38 situations where you're dealing with 1:48:39 stuff compound interest okay that's good 1:48:42 population growth okay I'm going to stop 1:48:44 generating here 1:48:46 can you give me a sample 1:48:51 data table 1:48:55 for pop 1:48:59 you uhulylation 1:49:02 population growth 1:49:05 let's see if it'll give us some 1:49:06 synthetic data here 1:49:09 all right now it's going to wolf from 1:49:11 alpha alpha 1:49:13 and now we can open this so it says it 1:49:15 used wool from alpha let's see what it 1:49:17 did so it it said input population 1:49:20 growth it's a table 1:49:23 and then it generated okay so so 1:49:28 so it actually generated a table for us 1:49:31 with population growth from the year 1:49:33 2000 to the year 2010 1:49:36 this table is based on the formula for 1:49:38 exponential growth P equals P to the 1:49:40 zero times one plus r to the T where p 1:49:45 is the final population P0 is the 1:49:47 initial population and R is the growth 1:49:48 rate blah blah blah 1:49:51 um 1:49:52 can you use a logarithmic 1:49:59 equation on this data 1:50:03 question mark 1:50:07 all right 1:50:10 yes you can use a log logarithm for 1:50:12 example if we want to find out how long 1:50:14 it will take the population to reach a 1:50:16 certain size 1:50:18 so there it's giving the the the thing 1:50:21 now let's see if it fires off wolf from 1:50:23 alpha yeah so there it fired off the 1:50:24 wolf from alpha plug-in 1:50:27 so it's now 1:50:29 generated all this code 1:50:32 and sent that off to oh no the the input 1:50:35 wait the query was log 1500 over a 1:50:39 thousand so how long is it going to take 1:50:41 to get to 1500 people then it gave the 1:50:43 the growth rate I I assume assumption 1:50:46 assuming log is the natural log 1:50:49 logarithm to use the base 10 logarithm 1:50:52 the Assumption of blah blah blah blah 1:50:54 input blah results so there's all the 1:50:56 results from Wolfram Alpha the Raw 1:50:58 results and then it synopsizes that for 1:51:01 you according to the logarithmic 1:51:02 equation it will take approximately 1:51:05 20.48 years for the population to reach 1:51:07 1500. so there's there's how you do it 1:51:11 I've never used wolf from alpha before 1:51:13 but you can have chat GPT teach you 1:51:16 enough about math to ask how to use 1:51:18 Wolfram Alpha which is what we just did 1:51:21 ain't learning fun 1:51:23 I ain't got no book smarts but I got 1:51:26 some a chat GPT so I don't need books 1:51:29 anymore education is so too it's so last 1:51:32 decade 1:51:33 I hope that helps best AI usage for a 1:51:36 Veterinary Hospital geez 1:51:40 um 1:51:41 potentially helping diagnose things it 1:51:44 could help with 1:51:46 um 1:51:47 marketing it could help with how to have 1:51:51 difficult conversations if a dog is or 1:51:54 if a pet is sick or dying or dead it 1:51:57 could help with I I mean so 1:52:01 an almost easier question would be what 1:52:03 couldn't it help with so so here's how 1:52:05 I'd flip that around I would say 1:52:08 take areas of your business that you 1:52:10 want to improve or that you think might 1:52:12 possibly be improved and then kind of 1:52:15 stated as a problem here's a problem I 1:52:17 want to solve and then think about how 1:52:20 could generative AI actually support 1:52:22 that right so maybe it's you want more 1:52:25 friendly images on your marketing 1:52:27 materials okay then learn how to use 1:52:29 mid-journey and come up with happy 1:52:31 pictures of dogs and people and and 1:52:34 things like that 1:52:36 um if you if you 1:52:39 um 1:52:41 are struggling with hard conversations 1:52:43 and your staff is getting really 1:52:44 stressed out for having these hard 1:52:45 conversations have it help you come up 1:52:48 with a strategy for how to have those 1:52:49 conversations and write scripts and 1:52:51 create training materials 1:52:53 um if you want to use it in a in a 1:52:56 clinical sense you need to be way more 1:52:57 careful obviously but it is incredibly 1:53:01 capable and knows a lot so it could 1:53:03 maybe help with diagnoses on a tough 1:53:05 case or it could you could generate tips 1:53:08 and tricks documents 1:53:10 um if a dog's been through surgery you 1:53:12 know here's a tip and tick tip tip and 1:53:15 trick document personalized to that dog 1:53:18 in that family so 1:53:20 um lots and lots of ways how can I build 1:53:23 functional Forum with chat GPT without 1:53:25 codes and cheap step by step 1:53:28 um I don't know what a functional forum 1:53:30 is I assume you mean like a chat Forum 1:53:33 um I would start to learn about no code 1:53:36 tools like zapier or make 1:53:39 um there's tools out there that 1:53:41 you don't need to code you do need to 1:53:43 pay for zapier but it's cheap so 1:53:46 anybody experiencing slow chat GPT like 1:53:49 it just doesn't seem as smart I for me 1:53:51 the smart the smart it hasn't gotten 1:53:53 Dumber but it has gotten slower like we 1:53:55 just saw that on that that wolf from 1:53:56 alpha thing that I just I I just played 1:53:59 with can you tell me about perplexity I 1:54:01 heard about it but I don't know anything 1:54:03 I don't like I I played with perplexity 1:54:07 once 1:54:08 um I don't think it's its own Standalone 1:54:10 thing I think it's built on top of chat 1:54:12 gbt but I don't I honestly don't know 1:54:14 sorry I don't know about that 1:54:16 sorry to hear about that the bitter 1:54:17 thing no no when your Gen X bitter is 1:54:19 part of bitters like a hobby when you're 1:54:21 Gen X 1:54:22 where do you find plugins for chat GPT 1:54:24 right Within chatgpt 1:54:27 GPT is a famous chat box okay or chat 1:54:31 bot 1:54:32 uh 1:54:35 [Music] 1:54:36 56 page use case is great yeah it's it's 1:54:39 pretty remarkable what do you mean by 1:54:41 make that here I am Yoda 1:54:46 wait where did it go 1:54:49 okay so here's I am Yoda 1:54:51 greetings ready to do or do do not there 1:54:54 is no try teach you the ways of the 1:54:56 force I will but caution you I must 1:54:58 shortcuts there are not awaken the force 1:55:01 within we shall see oh sorry it's not 1:55:04 focused come on Focus there you go 1:55:07 so I say 1:55:08 um 1:55:10 let's see why is it always raining 1:55:15 question mark 1:55:18 raining why it is hmm 1:55:21 clouds form partition precipitation 1:55:24 Falls but sadness I sense in you so so 1:55:26 it's acting like like Yoda so 1:55:30 so I made that bot I also made one that 1:55:32 talks like Shakespeare I also made one 1:55:34 that talks like Sling Blade and Emily 1:55:36 Dickinson and a bunch of them 1:55:39 um so let's see I did Jay-Z Steve Jobs 1:55:42 Maya Angelou Mary Shelley 1:55:45 AI learning lab Edgar Allan Poe Mark 1:55:47 Twain myself okay so those are all Bots 1:55:50 that I made so when I talk about making 1:55:51 a bot 1:55:54 also in the list here is this little 1:55:55 thing called create a bot 1:55:57 and when you go there 1:55:59 you can add a picture so I've been 1:56:00 generating my pictures in mid-journey 1:56:02 for from a different characters and then 1:56:05 you name the bot so so this one might be 1:56:07 I am uh 1:56:11 I am um 1:56:13 [Laughter] 1:56:14 [Music] 1:56:18 Tolstoy 1:56:21 tall story 1:56:25 I am Tolstoy 1:56:27 um so then you give it a bot description 1:56:29 you say this is Leonard Tolstoy and he's 1:56:32 going to do whatever 1:56:34 and then you say 1:56:36 um what what base what what base model 1:56:39 are you going to use I'm going to use 1:56:40 Claude instant or I'm going to use chat 1:56:42 GPT I I use cloud instant because it's 1:56:44 really fast 1:56:46 um and then here's the prompt so so you 1:56:50 know you are 1:56:52 um what's his name Leonard tell story 1:56:53 Leonard Tolstoy 1:56:55 and whatever and you give it background 1:56:58 you basically tell him what it is and 1:56:59 how you want it how you want it to 1:57:01 interact like if I let's go in I'll show 1:57:03 you one that I've already written 1:57:05 I'll go in and edit it we'll go go look 1:57:07 at the Yoda one 1:57:11 um 1:57:13 how do I gotta edit 1:57:16 so I've got I am Yoda there's the bot 1:57:18 description that that's the thing that 1:57:20 showed up before you know welcome you 1:57:21 are an adventure of wisdom of the force 1:57:24 and subtleties of Jedi leadership we 1:57:27 will embark on blah blah blah the prompt 1:57:29 you are Yoda the well-known Jedi Master 1:57:31 from Star Wars engage with users by 1:57:35 importing your import imparting your 1:57:37 wisdom of the force leadership and 1:57:39 complexities of your Galaxy so I go on 1:57:41 and on so I've got this big long prompt 1:57:42 follow these guidelines keep your 1:57:44 interactions brief unless a user 1:57:46 requests in-depth mentorship or guidance 1:57:48 do not say you work for the Jedi Council 1:57:50 in any way do not refer to your own 1:57:52 passing into the force provide guidance 1:57:54 as an individual so all of those nuances 1:57:58 there I added after it not working right 1:58:01 so so that tells the bot what to do and 1:58:04 then there's an intro message and then 1:58:05 that's kind of it and then you hit save 1:58:07 and you're done 1:58:08 and and that makes the bot so that's how 1:58:12 you make a bot using the PO bot maker 1:58:15 and I don't even think you need to be a 1:58:18 subscriber to make a bot with Poe 1:58:23 does info from AI be detected as 1:58:26 plagiarism sometimes it is sometimes 1:58:28 it's not you can usually get around this 1:58:30 plagiarism detectors and I think those 1:58:32 plagiarism detectors are going to be 1:58:34 um 1:58:35 they're not going to be all that 1:58:36 important moving forward because these 1:58:38 large language models are going to be 1:58:39 incorporated into every writing tool out 1:58:41 there so the the the distinction between 1:58:44 what was written by human and what was 1:58:45 written by a bot is just going to get 1:58:47 cloudier and cloudier 1:58:50 um and it doesn't it's not really all 1:58:51 that important it's basically if you're 1:58:54 providing good relevant content who 1:58:55 gives a [ __ ] how it was created 1:58:58 if you're producing crap then you're an 1:59:01 awful person and you know you should be 1:59:03 taken down but these are incredibly 1:59:06 powerful tools why would we not use them 1:59:08 I already have three years working with 1:59:10 models and codes they are amazing I know 1:59:12 what's what's cool about these tools is 1:59:14 when you look at them from the outside 1:59:15 you're like oh that's kind of cool what 1:59:18 I'm finding is the deeper you dig into 1:59:19 it the more you learn about them the 1:59:21 more amazing it becomes like I I have 1:59:23 not had my mouth closed for for you know 1:59:27 six months now I'm just like really 1:59:30 it's just amazing I'm a product 1:59:32 management management and they are going 1:59:35 wild for this right now it's really good 1:59:37 for for product project management and 1:59:39 product management stuff organizing the 1:59:42 the large language models are incredible 1:59:44 at analyzing like spreadsheets and 1:59:46 documents and things like that and yeah 1:59:49 really really cool is this the right 1:59:51 tool if I want to be a writer Chachi BT 1:59:53 yeah 1:59:55 it's a good one 1:59:57 I'm using Google bard to write website 2:00:00 copy it works well I would strongly 2:00:02 encourage you to use gpt4 I would I 2:00:04 would compare Bard with uh with Bing or 2:00:07 gpt4 at open AI 2:00:09 um 2:00:10 it is significantly stronger than bard 2:00:15 for for writing copy 2:00:17 the plug-in stores in chat GPT itself 2:00:20 yes 2:00:24 say respond as a math professor yeah 2:00:26 exactly that so so that so that's an 2:00:29 interesting thing when you tell Chachi 2:00:31 PT to act like a math professor or act 2:00:33 like a young in psychologist or act like 2:00:35 a novelist 2:00:37 what you're actually doing is you're um 2:00:42 you're narrowing what what they call the 2:00:44 latent space you're narrowing sort of 2:00:46 the possible world of answers that it 2:00:48 will answer from so if you ask it 2:00:50 something about 2:00:52 um mathematics and you don't narrow it 2:00:54 down like that it will pull information 2:00:56 for anywhere anyone has mentioned 2:00:58 mathematics 2:01:00 which might include some idiot talking 2:01:03 about 2:01:04 you know fake answers to real 2:01:07 mathematical problems as opposed to a 2:01:09 professor of mathematics who's actually 2:01:11 answering that problem so if you don't 2:01:13 narrow the focus 2:01:15 Chachi PT doesn't know the difference 2:01:17 between the stupid student and the 2:01:19 really smart Professor so by saying act 2:01:21 as a math professor it kind of Narrows 2:01:24 the area that it will pull its answers 2:01:26 from or it's its words from 2:01:29 it took longer because you weren't very 2:01:31 specific I know I'm but I'm doing this 2:01:33 live what do you want from me I'm just a 2:01:36 guy I'm just a guy you had me at hello 2:01:42 you've got to identify it as a 2:01:44 mathematics professor I don't have to if 2:01:46 I had it would have sucked less 2:01:52 I wrote a prop which used the Wolfram 2:01:54 API in the background before it was 2:01:56 implemented as a plugin that's cool 2:02:00 um how long until deliveries get handled 2:02:02 by the Bots you can actually do that 2:02:04 right now one of the plugins is 2:02:07 um is 2:02:08 Fresh Direct 2:02:10 and so you can just say 2:02:13 create a meal plan for me for this week 2:02:15 using the following Main Ingredients 2:02:17 give me a shopping list go order it and 2:02:20 you know make me a shopping list and 2:02:22 have it delivered and it will fire up 2:02:24 the FreshDirect app 2:02:25 and order your ship for you and it will 2:02:27 just come you can do that right now 2:02:29 we're using we're using it to write code 2:02:32 I use it to write warmer emails oh yeah 2:02:34 it's really good at that you can write 2:02:35 like a really Bare Bones email and say 2:02:36 warm this up that's a great use case of 2:02:39 it 2:02:40 if it's dead the pet can be cloned yeah 2:02:42 that's coming too 2:02:44 absolutely bitters our resting face 2:02:46 bitter you betcha 2:02:49 Terence McKenna 2:02:52 all right I said I gotta go but I really 2:02:55 have to go all right telling deliveries 2:02:57 okay we're almost at the bottom of the 2:02:58 questions here so 2:02:59 um thank you all for hanging around 2:03:01 I appreciate it 2:03:03 um so can other people use your Bot yeah 2:03:05 if you go to there's a there's a bot 2:03:08 Discovery thing at Poe 2:03:10 but if you go let's see if if you go to 2:03:15 um po.com slash I am Yoda or I am 2:03:19 Shakespeare those are two of them 2:03:22 that just works I'll just go to po.com 2:03:24 slash I am Shakespeare 2:03:30 and boom it just takes you to I am 2:03:32 Shakespeare so but there's there's a 2:03:34 there's a bot Discovery thing there so 2:03:36 the Mark Twain one is mine the Edgar 2:03:39 Allan Poe one is mine Yoda Sling Blade 2:03:43 Emily Dickinson just go search for those 2:03:45 folks 2:03:47 how much is a chat gbt4 subscription so 2:03:49 the the official one from 2:03:51 from open AI is 20 bucks a month 2:03:55 um but you can use bing.com for free and 2:03:58 that's built on top of gpt4 but it's not 2:04:01 as good in my opinion so I think it is 2:04:03 worth paying the 20 bucks to open AI I 2:04:05 don't make anything from them just to be 2:04:07 clear because I I show this URL all the 2:04:11 time so I think I think the trolls are 2:04:13 like he's making a fortune by getting 2:04:15 commissions I'm not 2:04:18 I'm not making anything 2:04:20 chat CPT says it's not plagiarism it's 2:04:22 not plagiarism 2:04:24 it is generating original content word 2:04:27 by word every single time it writes now 2:04:29 it's based on the training data that 2:04:30 might have copywritten [ __ ] in it which 2:04:32 is that's where the gray area is what 2:04:34 plugin should I use for coding I'm a 2:04:37 junior developer I don't know if you're 2:04:39 a junior developer I go to GitHub and 2:04:40 start learning GitHub co-pilot because 2:04:43 it is [ __ ] remarkable I just I'd go 2:04:46 there 2:04:47 if you're a developer you're going to be 2:04:49 there anyway I'd like to make a chat bot 2:04:51 locally in my laptop to interact with my 2:04:53 PDX PDF documents please advise 2:04:57 um 2:04:58 you're gonna have to I I don't know 2:05:00 exactly how to do that one answer is 2:05:03 wait for six months because when Google 2:05:05 and Microsoft 2:05:08 release their co-pilot tools within 2:05:11 their Suite of office documents you're 2:05:13 going to be able to just search up 2:05:15 you're going to be able to search across 2:05:16 your local documents So within six 2:05:18 months that'll be there if you really 2:05:20 want to do it now 2:05:21 you're gonna have to install some local 2:05:24 version you it's probably Lang chain is 2:05:27 probably the the suite of tools where 2:05:30 you've got an embedding database uh 2:05:34 you've got a vector database like I 2:05:37 forget what it's called 2:05:39 um and you're gonna have to embed your 2:05:41 PDFs and things like that so Lang chain 2:05:43 is the tool I assume there's a version 2:05:45 you can install locally you're gonna 2:05:47 have to install an open source large 2:05:49 language model or you can do it in a 2:05:51 virtual machine like Google collab 2:05:54 um 2:05:55 or just wait 2:05:57 just wait for six months and it'll it'll 2:05:59 just you'll be able to just do it 2:06:01 uh I'm gonna use it to create a tick 2:06:02 tock influencer just like me I'm a tick 2:06:05 tock influencer and I'm gpt5 nice to 2:06:07 meet you can you describe your camera 2:06:09 setup for doing these lives it's just 2:06:10 the dual camera option when I go live 2:06:13 you can click one of the options is dual 2:06:14 camera and it's basically just in that 2:06:17 little window is the back camera and the 2:06:19 I'm the front camera so nothing fancy 2:06:24 but you guys can jail break check EBT 2:06:27 too I I don't but hackers are doing that 2:06:32 does co-pilot support c-sharp yes did 2:06:36 Microsoft announce their version of 2:06:38 co-pilot so co-pilot in GitHub is owned 2:06:41 by Microsoft that's GPT 4's code 2:06:44 specific tool and I and I hear it's 2:06:47 incredibly powerful so I would use 2:06:51 co-pilot in GitHub and then um 2:06:54 yeah they're rolling co-pilot out across 2:06:57 all of their Suite of applications 2:06:59 anyway I've been here for two hours two 2:07:02 two hours uh it's been a pleasure 2:07:04 speaking with you all I hope this helps 2:07:06 I'll check back again later I'll maybe 2:07:08 log in tonight and do another live but I 2:07:11 gotta go shopping I gotta do domestic 2:07:12 duties and I also have a newsletter to 2:07:14 get out so I'll talk to y'all soon peace