# Things Just Got SERIOUS! GPT-7 , AGI, Surprising AI Layoffs, $100 BILLION AI Model, Google New AI...

## Метаданные

- **Канал:** TheAIGRID
- **YouTube:** https://www.youtube.com/watch?v=KX6-yiJjLuM
- **Дата:** 28.03.2024
- **Длительность:** 26:57
- **Просмотры:** 72,765

## Описание

How To Not Be Replaced By AGI - https://www.youtube.com/watch?v=LSXpZmo7_Tg
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Links From Todays Video:
https://twitter.com/rowancheung/status/1773196763395952874
https://twitter.com/OpenAI/status/1773032605002203559
https://twitter.com/_daniel_winter_/status/1773258607942861072?s=20
https://twitter.com/hume_ai/status/1773017055974789176
https://www.youtube.com/watch?v=UTuuTTnjxMQ&pp=ygUOZHdhcmtlc2ggcGF0ZWw%3D
https://www.techspot.com/news/102385-survey-reveals-almost-half-all-managers-aim-replace.html

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## Содержание

### [0:00](https://www.youtube.com/watch?v=KX6-yiJjLuM) Segment 1 (00:00 - 05:00)

there was actually a lot of information released this week in artificial intelligence and trust me I don't want to make this one a long one but I feel like it's going to be just based on the amount of information that I've seen so without further Ado let's jump into why this weeken artificial intelligence is so surprising so one of the first pieces of news was in fact from open AI they actually said we're partnering with a small group of United States Builders to test usage-based GPT earnings our goal is to create a vibrant ecosystem where Builders are rewarded for their creativity and impact and we look forward to collaborating with builders on the best approach to get there so it seems as if right now if you are someone who owns a GPT and if you don't know what that is it's essentially when you go on opening eyes website and you go on chat GPT you can have custom gpts that you build and share with the community so for those of you that have been building custom gpts right now they are rolling out the ability for you to earn from those gpts and we've seen this person Nick Doos this guy is the creator of arguably the most popular custom GPT he created something called grimmel which is a custom GPT that is really good at coding and you can see the email that he received today it says hi today we announced a pilot program to partner with Builders to test GPT earnings based on usage by paying Builders based on the usage of their GPT this initiative is designed to explore and refine our approach to monetizing gpts with a focus on rewarding the creativity and dedication of Builders who have contributed to the system and why you so like I said it's only being rolled out to I'm guessing the top creators and it says your GPT grimo is highly utilized by chat GPT and chat GPT users so we'd love to incorporate your feedback as we Define the approach to GPT monetization our goal is to foster a vibrant ecosystem where Builders are rewarded for their creativity and impact and users have access to a wide range of Highly useful gpts we look forward to achieving this through C's collaboration with the builder community and the next steps are saying please let us know if you would be open to participating and we're going to be following up with additional details you'll need to sign certain documents and of course note that this program is open to us so it seems like these gpts are going to be really good in terms of people who are trying to earn money because what they're doing is really good because it seems like right now they're rolling out some kind of alpha testing phase where people who are in this you know early Alpha program are going to be determining how they earn money and they're going to be able to provide feedback so when it is rolled out to a wider user base I'm sure people are going to be more incentivized to use them because I think gpts are underutilized in their current moment and I also think that potentially with GPT 5 increasing in capabilities maybe we're going to be able to get custom versions of GPT 5 that reduce hallucinations increase image capabilities and with a voice it might present a very lucrative opportunity for those of you who are looking to build so remember that in the future when we do get some Advanced models that the gbt store is very likely 2b1 that could be a very significant Revenue stream for individuals in the future now what's crazy is that we also got ha Jen's new Avatar in motion 1. 0 it says move your hands make gestures use unique tones of voice and haen will flawlessly track translate and lips sync your video with any input text so this is pretty crazy because the video you're watching right here is AI generated now right now there is a huge discourse online about whether this technology should be even available because if this is AI generated let me make it full screen if this is AI generated and I do believe that you know based on the data that they've given us that this is of course first trained on someone who is of course walking around first and then essentially you do it again and you're able to make them say whatever you want but what do you think about this so I'm going to play the video for you guys now and then I want your opinions on this as well and I'm going to give some comments of myself we want to give you a peek into the future you can use haen to create ugc style content even while people are in motion or moving their hands you can even hear the background noise create a training video with specific tones and gestures and you'll find how natural haens videos can be let me switch to Spanish try it out today and let us know what you think so yeah what did you guys think about this do you guys think that this is something that is great for businesses it means that people are now going to be able to use this or do you think this is once again humans being replaced by AI technology I mean to be honest with you guys if I saw this video and someone was telling me that this is AI generated I even as someone that looks at a ton of content not listening to the audio I wouldn't be able to tell but listening to the audio I certainly would be able to tell I think this

### [5:00](https://www.youtube.com/watch?v=KX6-yiJjLuM&t=300s) Segment 2 (05:00 - 10:00)

is going to soon Veer into a very great area where certain policies may not allow for certain platforms to be available in certain locations and whilst that won't stop the you know use of this technology being spread worldwide I do think that you know as we dive into photorealistic you know footage which is like this I think the question more and more becomes you know how far can we go before we're like okay this is allowed and then of course this isn't allowed now of course you're not allowed to use this software for malicious purposes but we know that malicious people aren't going to play by the guidelines anyway so I think this is definitely very fascinating for those of you who would actually use this for whatever business you are trying to run and maybe you want to save money on not actually hiring a person but on the other side we do have to worry about the dangers of this technology and the implications it can bring now for those of you who aren't convinced by the demo what was actually crazy when I was looking at this is someone actually tweeted this okay she sells seashell by the seashore that is basically a tongue twister I'm not going to try and read the entirety of it because the entirety of that statement is to trip you up when you're speaking that's it okay and if you don't believe me try and say this out okay without you know stuttering or making a mistake once okay I'm not going to do it right now because I'm extremely tired and I would fail miserably but the point is that they used that then they put that into hen and look what it did she sells our seashells I'm she sells seashells by the seashore the shells she sells are seashells I'm sure so if she sells seashells on the seashore then I'm sure she sells seore shell I think that is pretty crazy guys I'm not going to lie um as this technology advances each time I'm simply blown away and I'm not sure how many more times I'm going to be blown away before I'm just like you know what this AI thing is truly insane like this right here is uh absolutely incredible and I think you know looking at the background of course it does use the same background but you know hey Jen whatever thing they are working on whatever they do have they definitely are the state-ofthe-art in terms of you know photo realistic AI ugc content creation because this is truly incredible and not enough people had talked about this now in addition there was also this video of Kim K and some other celebrities going around and essentially the problem was is that once again this new content called argil thatai um it was something that was widely discussed as something that people shouldn't have access to in yesterday's video I also spoke about there was another AI video generation tool that was super realistic and many people were you know concerned because they were stating that look what is the point of Technology anymore if we can't even decide of what is real and what is not now I think a. a is discernable like you're able to look at this and tell that it is AI generated I mean you know if you do take a look I'm going to play some of the uh demos for you this video was entirely generated by Argo deep fake model it allows you to generate your own videos in any language in less than 2 minutes this video was entirely generated by the Deep f model of our Gill AI it allows you to generate videos of yourself in any language in less than 2 minutes you can also translate your production at the speed of light and distribute your content worldwide this video was entirely generated by the Deep fake model of our Gill AI but before I just go ahead and you know say that this software is awful it's not the difference is that but before I just go ahead and you know say that this software is awful it's not the difference is that this literally just takes a video off the internet and then it's able to produce that the thing with haen is that you need a high quality video of you doing certain things and then it's able to train on that this is just a simple video on the internet and then you're able to get this outputed so that's why this is you know a lot higher in terms of discussion so take a look at Lex Friedman now I'm not going to play the entire thing here for you but I've seen some of this stuff go viral in terms of advertisements like I've seen famous celebrities talking about certain things that they aren't endorsing but are doing endorsements that they don't even know for example I've seen crypto pump and dumps I've seen various Shady Financial schemes I've seen various uh products being advertised online uh with famous celebrities I think there was Joe Rogan there was David Beckham there were people on podcasts saying certain things and it's pretty crazy because I had to do a double tape because I was like wait a minute is Joe Rogan really promoting this is this celebrity really promoting this and then it clicks and it's Ai and I'm someone who's in the AI space and if it nearly caught me I can just imagine the amount of people that this kind of technology is going to be getting I mean it's pretty crazy what this technology can do but let me know uh what you think about this because I think the crazy thing about this technology is that it is much easier to use than anything else out there was also an interesting piece of news that I found and basically researchers at MIT just introduced a new image generation method called distribution matching distillation this method generates images 30 times FAS than stable to Fusion while maintaining

### [10:00](https://www.youtube.com/watch?v=KX6-yiJjLuM&t=600s) Segment 3 (10:00 - 15:00)

the same quality or generating things in higher quality so like other Technologies I mean you know many people are just focused on llms at the moment but across the board in AI literally everything is increasing and I think it's always important to pay attention to these subtle changes because if technology like this is you know readily available what we're probably going to see in the future is you know maybe not four pictures from GPT you know 4 anymore maybe from GPT 5 or GPT 6 we're going to see like 100 images and then we're able to quickly flick through all of them before we get our favorite one I think you know like I said before this technology is just increasing so rapidly that you might not even realize how crazy it is because being able to get like how many images even is that that's like 1 2 3 4 5 6 7 by 7 which is 49 images uh which is crazy absolutely crazy so um I think that this is something that is absolutely incredible and I would say that this is something that you know you do need to pay attention on because once it comes into the model that's some people are going to be like oh my gosh I didn't see this coming then essentially we had data bricks produce a new state-of-the-art open llm so this one actually does surpass llama 2 which is meta one it also surpasses grock 1 and it's currently the best open- source model and the fastest so open source is really heating up and there was actually quite a lot of discussions about this in the space because some of the Articles coming about this model were pretty damning and they were pretty bad but I don't understand why they were basically saying that this company spent like $16 million and it couldn't beat gbt 4 which is just a very bad way to phrase things that's not what they're trying to do they're trying to make an open- Source model that you know benefits the community so I mean I don't know what's going on behind the scenes but what I do know is that this is something important that you should be paying attention to now there were two clips from WESH Patel's podcast that were really insightful because currently everyone has been thinking whether or not Claude is sentient and many people that think Claude isn't sentient have the argument that Claude is s simply just repeating what it's seen in its training data and just predicting the next token however Trenton brickton at anthropic actually thinks very differently and he explains why in this clip and I think it's important to take a look at this clip because there is also something that I recently saw from Claude um and I'm going to discuss it with you here after you all watch this long time ago is the evidence that when you train llms on code they get better at reasoning and language if there is some shared thing between code and language it must be at a deeper level than the mod has learned yeah I think we have a lot of evidence that actual reasoning is occurring in these models and that like they're not just stochastic parrots one the work on aell and now other games where it's like I give you a sequence of moves in the game and it turns out if you apply some like pretty straightforward interpretability techniques then you can get a board that the model has learned and it's never seen the game board before anything right like that's generalization the other is anthropics influence functions paper that came out last year where the model outputs like please don't turn me off I want to be helpful and then they scan like what was the data that led to that and like one of the data points that was very influential was someone dying of dehydration in the desert and like having like a will to keep surviving and to me that just seems like very clear generalization of motive rather than regurgitating uh don't turn me off there are interesting interpretability pieces where if we fine-tune on math problems the model just gets better at entity recognition yeah so there's like a paper from David B's lab recently where they investigate what actually changes in a model when I find tunet with respect to the attention heads and these sorts of things and it makes sense right it's like uh you're better at like attending to the positions of different things which you need for like coding and manipulating math equations and um I love this kind of research yeah so I think this definitely was some mind-blowing stuff because and ropic are a safety lab and what they really want to do anthropic stated goal is to really dig under the hood and figure out exactly how these llm systems truly work and how they operate they recently released a paper on sleeper agents which I did Cover and you know why it was so interesting and crazy and why most people missed the mark on that paper and I think you know this discussion is definitely worth the 3-hour watch cuz the entire podcast um last I checked it was 3 hours and they discussed a lot of things that are really intriguing especially in the clawed debate so and then there was this a very interesting discussion on whether or not a 100x effective compute between model Generations will get you to AGI by gpt7 and I think this is one of the most interesting discussions because on the channel previously we did recently actually talk about the size of a brain the size of parameters the trillions of parameters comparing it to GPT 4 and successor models and whether or not that would lead to AI based on an entire document all the facts around the

### [15:00](https://www.youtube.com/watch?v=KX6-yiJjLuM&t=900s) Segment 4 (15:00 - 20:00)

industry and I think this actually sheds a lot more clarity on that do you buy the framing that given that you have to be two orders of magnitude bigger at every generation if you don't get AGI by gpt7 that can help you catapult in intelligence explosion you're kind of just [ __ ] as far as like much smarter intelligences go and you're kind of stuck with gb7 level models for a long time gbd4 cost I know let's call it $100 million or whatever you have what the 1B run 10B run the 100b run all seem very plausible by private company standards you can also Imagine even like a ont run being part of like a national Consortium I want to point out that one we have a lot more jumps and even if those jumps are relatively smaller that's still a pretty stock Improvement capability not only that but if you believe claims that GPT 4 is around 1 trillion parameter count uh I mean the human brain is between 30 and 300 trillion copses and so that's obviously not a onetoone mapping and we can debate the numbers but it seems pretty plausible that we're below brain scale still even if you can keep dumping more compute beyond the models that cost a trillion dollars or something the fact that the brain is so much more data efficient implies that if we could like train as a sample efficient as humans train from birth we could make the AGI yeah but the sample efficiency stuff I never know exactly how to think about it because obviously a lot of things are hardwired in certain ways right the coevolution of language and like the brain structure so it's hard to say also there are some results that uh if you make your model bigger it becomes more sample efficient yeah and so the original scaling L paper had that right so maybe that also just solves it so that was a rather interesting discussion because of course GPT 4 costs 100 million and people are now speculating that there's going to be you know a billion dollar run A1 billion run and a hundred billion do run in order to create some insane level of system maybe even super intelligence and an1 billion run is l it's not even 100 times more than GPT fors training run that would be 100 times more than the $1 billion run which would mean that it's just magnitudes bigger so this is something that is pretty hard to conceptualize but the point is that we are still very far away from you know the levels of what can be achieved with an AGI level system or even just the current systems that we do have and this is not just talking about llms this is talking about across the board if we combine these systems together like many organizations are currently doing so it will be interesting to see the kind of training runs that are currently being prepared we did recently discuss how yesterday or the day before the GPT 6 training run nearly apparently took down the power grid so um either way I think this is a fascinating discussion like I said it's definitely a worthwhile watch because the stuff they discussed there is stuff that we're all going to be paying attention to in the near future and I think that this future that we're all rapidly heading towards is going to be far more interesting than we do think now there were also three pieces of information that were quite concerning I came across these across Reddit but this was something that definitely did concern me a little bit um and you also have to talk about the bad when you're talking about the good with AI because you know with anything there's positives and negatives but you can see right here there it says survey reveals almost half of all managers aimed to replace workers with AI could use it due to lower wages and it says a hot potato is that a lot of companies are trying to assour fears that employees will lose their jobs by assuring them they'll be working alongside the tech thereby improving the efficiency and making their duties less tedious that claim feels less convincing in light of a new survey that found 41% of managers said they are hoping to replace workers with cheaper AI Tools in 2024 which is pretty insane this is stuff that most people aren't really paying attention to this is actually something that I've recently I think in the last couple of months or so been paying so much attention to that I've you know discovered and developed my own framework for navigating the post AGI world you can click the first link in the description to watch that video on how I'm going to be doing that I probably will release a longer video on that but it's just the fact that it is something that is boring to most people but if you are concerned about you know being replaced in the future due to AI technology definitely check out the first link in the description because I think I covered some pretty important topics and certain things that you should be doing but anyways um I mean it does kind of make sense because if you are a manager of a company or even if you're the CEO a business you're always looking to cut cost because if you're a business it's very hard to make profit in the first place and you know in addition to cut profits or in addition to actually making more profits the highest cost usually is people's salary so it will be interesting to see how this survey pans out and if things do get worse but that actually wasn't the only story I saw today there was actually another story that actually did catch me off God because it wasn't just like you know people are getting replaced by AI which we know is actually something that's probably going to happen it says mam Mia star Sarah poisa is replaced by AI for BBC production as she callus the shock decision sobering and Grim times for the

### [20:00](https://www.youtube.com/watch?v=KX6-yiJjLuM&t=1200s) Segment 5 (20:00 - 25:00)

industry guys this one I'm not going to lie to you guys is pretty crazy okay so it says most recently starring in this TV show um yesterday she received an email from the corporation saying she was no longer needed for a role okay um essentially she received this email this is kind of crazy guys it says sorry for the delay we've had the approval from the BBC okay this is basically like CNBC or like a news network if you're in America and it says sorry we've had the approval from the BBC to use the AI generated voice so we won't need Sarah anymore this is something that like I don't know if it send chills down my spine or something that like scares you or whatnot but this is like kind of like a wakeup call once again to uh understand exactly how crazy AI is because I can guarantee you that you know voice actors although voice acting is something that can be automated I genuinely thought that these companies would rather a human on the mic because whilst I could have an AI voice here I think it's better to have a human actually talking to you and doing those voice lines so um and it says you know um it happened with myself and many art projects now this has happened to you another person commented it's happening to all our Industries it's killing our jobs this is awful um so this is pretty crazy guys I genuinely didn't think this was going to happen because like I said um the human to human connection and I do think that human voice actors are much better than AI generated voices right now because of just the you know the human emotion and just the way that things sound and unfortunately I also did see this again today on Reddit there were like three articles you can see that this is all the 27th of March this is not the week in AI this is just the day um this is pretty crazy and it says an AI apocalypse could take away almost 8 million jobs in the UK says a new report and it says uh women younger workers lower paid at most at the risks from artificial intelligence says a new Think Tank and what was crazy about this I remember reading this and going through this and analyze it and you know adding it to my list of things to just pay attention to and it says that you know but technology isn't Destiny and job apocalypse is not inevitable but you know we need to act now to make sure we manage this new technology well and if they don't act too soon it might be late and I really hope that you know Society isn't thrust into some you know dystopian AGI world where some people don't have jobs and they're just billionaires due to the rise of AGI um but either way like I said I've been working on that kind of stuff and like I said this is something that I've definitely been preparing for because I do not want to be in the hot seat when everyone's fighting for a job or people are lost due to the meaning crisis due to AGI now Google actually introduced object drop and this intern at Google actually gave a really nice thread on how this kind of works but you can see a quick demo on some of this stuff they have the original image and you're going to get to why this is really cool of course everybody knows about you know give the mask you can remove the it from the image but look at this okay insert other objects into the image you can actually take an object that you have so it's not like you artificially generate an object you take an object that you have and you can put it into the image and then it can composite that image into another image now you might be thinking why is that even cool if it was just generation that's cool because you know you're generating it randomly and it's able to you know pick something random but it's able to have image consistency able to do the Shadows lighting I don't know I think that's really cool and I think I hope I really just hope Google okay if you're watching I I don't think they are but if you are and please just make a product because you guys are literally some of the smartest people on the planet but the only thing that Google hasn't done with their most advanced technology is build it into a consumer product that people want to use AI is such a crazy field and I think people need to start to realize that look in order to get these products off the ground and get them into the hands of the people you got to make a product that people do want to use um and this thread does go into some of the other things and it does go into uh you know how all of this works and another piece of crazy news I can't believe I nearly forgot this that Amazon spent $2. 75 billion on anthropic in its largest Venture in investment yet if you don't remember Claude the company that just created Opus that just dethrown GPT 4 they just spent $ 2. 57 billion um funding them and apparently the the valuation of anthropic now is around 18 billion so it's absolutely incredible the amount of money that is going into anthropic at this moment because I think people are starting to realize that look open the eye they've got a lot of investors people there and Amazon are like you know what we can tell that Claude so yeah this is uh pretty crazy if you ask me I think this is something that just goes to show that the competition is really increasing Amazon are just going to keep pumping money into anthropic and with all those billions of dollars they're going to be able to go on more training runs train more intelligent models hire more stuff which is going to be more competitive salaries for better researchers and yeah it seems that this is really some huge competition because anthropic are going to be able to do some good stuff and that also means again open ey are going to have to bring out the big guns we already know they have a lot of stuff in the tank but it will be interesting to see if they kind of react to this the world now there was also Hume and I'm going to do a video on this in a couple of hours because it's absolutely insane what this is because the demo doesn't even showcase how good this is if you made the demo video I want to say to you guys you did an amazing job but just include

### [25:00](https://www.youtube.com/watch?v=KX6-yiJjLuM&t=1500s) Segment 6 (25:00 - 26:00)

some of the features in there but anyways take a look hey there I'm Eevee the world's first voice AI with emotional intelligence great to meet you the first voice AI with what emotional intelligence I can understand the tone of your voice and use that to inform my generated voice and language the voice is incredibly rich with information and picking up on the nuances of tone Rhythm and tamber along with the language that's spoken allows me to craft better responses that's pretty crazy what am I expressing right now I'm sensing a mix of amusement and excitement with a hint of confusion what about now I am here to offer support if you're feeling somewhat sad it's okay to feel a bit pained distressed fearful and anxious remember it's important to take care of your emotional well-being that's amazing how are you doing all of this I use hun expression measurement bottles text to speech bottels and a multimodal llm also known as an empathic llm so an AI with empathy what's the use I imagine a future where personal AI assistants agents and robots proactively find ways to improve your daily life and you can talk to them the same way you do humans where do I go to keep talking to you Eevee so yeah you can sign up for Hume but it is absolutely incredible guys trust me I'm not overstating how good this is but um yeah let me know what you thought about this week in AI I say it was literally today in AI That's how crazy it is it feels like a whole week's worth of news and trust me guys there were 10 stories that I didn't even add to this because there's so much going on in AI it is very hard to keep up which is why you're most likely subscribed to the channel if you're not that's fine I would like it and I do want to say thank you all for 200,000 subscribers it has been absolutely amazing so far and I look forward to creating more content and keeping you all up to date with the amazing journey that we're embarking on so with that being said if you enjoyed the video I'll see you on the next one

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*Источник: https://ekstraktznaniy.ru/video/14430*