Agents with GPT-5 are here, it’s about to get crazy
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- Опубликовано: 28 апр 2024
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Credits: Wes Roth, Ethan Mollick, Microsoft Research, Mistral AI
The AI Agent revolution is right around the corner - don't sleep through it.
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👉If you're serious about AI, and want to learn how to build Agents, join my community: www.skool.com/new-society
You look like a younger Elon Musk 😂, similar enthusiasm.
You have a Dutch South African accent.
What country you are located?
@@synaestesia-bg3ew my guess is Czech Republic
@@Optimistas777 Am not familiar with that accent but possible.
Anyone want to collab in their python projects and agent codes? I want to make language immersion tools to learn mandarin。
The most important skill will be building the best agents, yes. But soon we will have an agent building agent.
And then on and on until it's back to the stone age
So what matters is whether you have access to that Agent - you can rely on companies like ClosedAI, or you can build it yourself.
Well, yes. But there is always going to be someone out there doing something better than you. In my opinion, what matters most is that you are paying attention to the market and getting in early on any advancements. In other words, you should be the first to make use of any agent building agents out there. Especially if they are better at building other agent building agents than their creators are. Cause once that happens, these things will shoot off like rockets beyond anything that you or I could ever hope to build on our own.
@@DavidOndrejmost companies are using one of the popular ones I suppose?
And the people with the biggest pockets will be able to buy the best agents.
as technology improves, it requires longer and longer times to study all the material. when a human needs 80 years of constant studying to become "up to date", it's over for humanity
Great uber points on what is good AI for and a warning over-reliance on AI, as well as highlight on Devin and MS Autodev, great video!
An AI agent using ChatGPT 5 refers to a software program or system utilizing the ChatGPT model, likely an advanced version of the GPT series designed to engage in conversation, answer questions, provide information, and perform various tasks based on natural language input from users. It's essentially an AI-based chatbot powered by the ChatGPT technology, capable of more sophisticated interactions and understanding than earlier versions.
Great title and content. Thanks for your hard work, David
Thank you for yoursupport!
An excellent inspiring presentation. Now, I'm going off to learn more about agents!
I like your energy !! thank you for your work
Great analysis, thank you!
IMO one answer to the hardware problem is something like PETAL, with distributed inference, earning tokens, similar to Kobold Horde, where everyone "gets a turn" running their requests through the large model run in a decentralized manner on many people's hardware. When it comes to agents, IMO latency doesn't really matter if it's autonomous. It appears that once you get beyond a certain scale of model (I think it was 54B parameters) it can actually be faster to do distributed inference as opposed to CPU offloading, so I think it's an elegant solution overall.
With this everyone could have the potential to be a visionary like Steve Jobs. You just to have the right mindset and get the ball rolling.
Too bad UBI won’t pay the $ needed to get the ball rolling far
This is a genuinely good video. Thank you.
I'm glad you think so :)
The fact that Nvidea will be focusing on companies and we will have to aubscribe to those companies, made me think that things are going in the wrong direction. We will be under the rule of companies.
We already are.
The karl Marx called fight class.
This AI trend seems all creamy and utopian futuristic, however once you go down to practicalities the best AI models on the market do not seem to be sophisticated enough to handle many sorts of tasks let aside trivialities. In other words this might mean that while robots or AI might easily handle many tasks finely, it still seems to have some way to go before exceeding the hype surrounding it so far. While splitting the workflow as you said might patch AIs for an extended task range, it still seems to lack the level of sophistication to exceed many humans in the field. I wonder if rumours about sophisticated AI models which exceed humans will ever be in public hands. Some parties might be inclined to develop their own in-house capabilities anyways. Thanks for sharing!
That's very dystopian vision of future that is before us, where everything is summarised up by numbers and model's decisions
Amazing work. Lot of learning. Thanks a lot David.
My pleasure!
The “Adam and Eve” of agents… I love that and I totally agree with you!
IDS could also be useful for predicting the success of contacting leads for your business outreach. Imagine having an accurate simulated representation of the prospect you are about to contact on LinkedIn, but first you test various conversation starters and see which one will be the most successful then instantly increase your conversion rate. 🤯
Exactly! I'm glad someone else gets how huge this is :D
Gpt 4 is crazy can’t imagine 5
I got credits on this video!!
How do I start an IMDb page..... 😂😂
Your the best😊
Haha, you're too humble Wes!
Two legend together
Much sooner than we all expect😮
It just hit me that once you tie a tech to the market, you know things will be dialed up to 11
Hey @DavidOndrej, Great presentation. What is the source of the consulting firm stats?
Here's the source: papers.ssrn.com/sol3/papers.cfm?abstract_id=4573321
Hey man, great Channel and epic episode as always. I have one question: won't AI just create the best agents and put us all out of those jobs too?
I love your content dude 🔥
♥
Devin might be just an intermediary product like what a lot of text gen tools were in 2020-22, using GPT-3 API and custom code that was okay for some tasks. Then OpenAI provided the UI and an improved model, and with viral marketing and cheaper cost it basically sunk all those tools. Agentic frameworks + Easy UI is the next step. Devin seems advanced now, but will be generic in 1-2 years and probably fall behind if they can't evolve.
4:36 thats the matrix
first time I actually comment a youtube video, great stuff!
Bro that's already happening where consumers are quickly being overwhelmed as well as smaller businesses
It's funny to hear how you talk about DOS and other CLI interfaces!!!
They might have been around before you were born but that wasn't very long ago!
Mixture of experts solve the excessive memory requirements. Gpt 4 is also a mixture of experts.
If Claude 3 haiku is $0.25 per million tokens output then how much is opus ? And do you have a video on the difference
💥 David, please tell me what software do you use for your presentations, with these pictures on one side, and text on the other. I create piano classes and I need some tips on how to do these presentations in real time while recording the videos. Thank you very much. 🎉❤
yes please. same here for food
I think pretty much every video editing software allows you to insert images and overlay video or PiP(Picture in Picture). if You want to do it live you can use OBS (Open Broadcast Software). But any video editing software should allow you to do this.
Capcut is a free editing tool
It's just google slides and Midjourney
As a person in system and network admin space a lot of what we do is very repeative. If an AI can help us cut down on all that wasted time it would be great. But it is also going to elimnate a lot of IT people.
This is the idea, low human costs.
Hey.
I’m from Brazil and i don’t know english very well (only reading) … your communit have subtitles? or even the transcribed videos? I really want to join, I'm studying English, but by the time I'm fluent, the world will already be with AGI
Could you do distributed computing by networking a handful of gaming computers & use that to run the AI
The issue is that even 4090s don't even compare with H100s and B100s
@6:36 - There goes the Analyst position...
Which ones because I did have an interest in becoming a business analyst
Smith would be happy with the progress
Those who don't think this is real -- OpenAI is testing GPT-5 powered Agents right now, this very moment.
The fact that me and you don't have access doesn't mean "it's not here".
Source: www.businessinsider.com/openai-launch-better-gpt-5-chatbot-2024-3
Please cover a video about BasedAI with its ZK decentralized format. I believe it's a a game changer for the space.
Cool!
Devin should have posted "FOR HIRE", not "Hiring" LOL
still waiting for a model to play Dwarf Fortress and survive
7:50 Tweet not linked
Human or agent, there are “right” ways to solve a task and there are “wrong” ways to solve the same task. Note that both ways will solve the task. But the right way is the most efficient and has intelligence imbedded into the method. As a human developer, no doubt you have encountered the difference between approaches that reinforce the process or maybe can be seen as harmonious with the solution vs approaches that are forced like a round peg into a square hole, not really appropriate, get the job done, but are not efficient and certainly not self-reinforcing. I feel that if you want to write good agents, you need to understand the difference between good solutions and bad solutions.
Uhhh, the GUI was invented by Xerox long before apple and windows. The big tell is the mouse arrow. In the Xerox one, the mouse was black and pointed the opposite way
Uhhh, nobody cares
Yes, we all know the story of Bill Gates buying the rights for pennies of the dollar
@@DavidOndrej actually it was steve jobs who bought Xerox GUI and mouse for pennies
18:20 yeah dude this is like a make belif fairy tail desire that wont happen. Ppl already falling asleep at the wheel and agents havent even become main stream yet.
Why shouldn't the agents be simply the redefined-system-prompt gpt5s?
After some 100 hours with both GPT4 and LLM's I finally realize AI models are usefull, but they fall to short. What means as of now it serves as a function, as a part of one machine. What leads to Autogen, CrewAI, all the repo's on Github in difference forms and structures in multi-agent collaboration. But the machine, we still have to create. Like.. AI-models fall before the finishline, and are most usefull in a sense of a calculator who can spell the numbers as letters. Someone has to be Einstein enough to figure out how to put these AI-model parts in a way so the models can work more seamless. It will come, in time of AGI or not, we are on the right path.
It’s not here. It’s coming.
I already take issue a minute in. Of course GPT-4 helped consultants, because being a consultant is an absolute joke and they're nearly all incompetent and salesmen across every industry. The ones that are decent are generalists in disguise. So I'm not surprised. Hate the fact that they make so much but that's another topic. Need a study for those on the ground-level doing the actual work with a high level of familiarity to really prove GPT-4's worth.
I assure you AI will never take over management positions so get those positions
I would not make that bet
I don't think so. Management is a lot easier for AI than advanced software development.
Enterprise client with OpenAI access here - not yet for me
i don't think you cited the reference for the consulting study.
Here is is: papers.ssrn.com/sol3/papers.cfm?abstract_id=4573321
For them to turn off your access you wouldn’t even have to have done something bad with it. They could just deem that you haven’t done enough good with it.
But Openai Gpt5 Will offer an easy way to implement for regular people, so the middle man like us Will be of not use
If you do what everyone else is doing, you will get what everyone else is getting.
Be creative, be unique, and try harder.
@@DavidOndrej I believe a lot of business Will prefer a local open source LLM rather than using chatgpt 5, maybe you can share mister how to upload and manage Some open source LLM with proper agents and that is enough for a lot of people, privacy i believe is key
@@DavidOndrejthe guy above me made a good point. What do you think
Mistral playing doom like it's Neo
❤
AI is the way and I’m ready >=)
obviously one of the 10000 best agents will built the next best agent, probably even just by pure luck, agent evolution
Interesting but such a corporate perspective. This technology will bring billions out of poverty eventually, and yet our focus is on how we can use it to make people click on ads more.
Total bullcrap! ….all the big companies get all of this tech and we never do until after it’s outdated…..this tech world sucks
Hey david
I want to build a chat bot ,who can provide answers to the queries of a specific data which i want to provide,into that chatbot private data
Can you help me out from where to start and look
Thanks 😊
The A.I will resolve the high salary of people I.T.
How about AI agents replace C-classed employees? They cost most money where AI can bring all its features 😅
C-suite executives cost more money because they have more skills and create more value.
Source for Sam Altmans GPT5 confirmation for "later this year" pls!
Watch the Lex Fridman podcast
@DavidOndrej watched it, but he is just talking about the next model to come this year, which could also mean GPT-4.5. This is also probable if they did not start training GPT-5 before January 2024 and had no time for safety testing. However, it's still possible with the limited hardware resources they currently have if they get most of the improvements from using multi-agent systems or they already use the improvement from the 1bit llm paper.
I thought agent would be a way of agi, but soon i realized it's all about the iq of llm itself.
hmm i have a 5k pc i should try it.
Definitely - try running Mixtral or LLaMA 70B and see how it goes
Well, agents will build agents or? Not seeing where humans fit in.
Current LLMs are not very creative, so someone has to brainstorm the best possible prompts
Its interesting how its flipped, and the bottleneck is once again with the hardware. Nvidia making strides but they seem to be focusing on enterprise level hardware and the big corporate clients, not sure how much of this will trickle down. Can we find a way to chain multiple processors and supercompute at home? :)
When content can be replicated and automated, SAAS platforms developed within minutes and the barrier to entry requires that you can speak any language, where does real value of human work online reside? I’m betting on trading online assets.
agents in the end are just glorified powershell scripts
absolutely not, agents can do 100x more than any script ever could
AI agent team builder AI agent teams do not seem too unlikely to me eventually not all that far out into the future. So not sure if that will be a job for long.
Fixing fundamantal low level flaws in our current programming technology is what I can't see overcome soon as wisdom in high level computerscience is one of the areas of AI (one or team no matter) where it is still extremely bad.
Current AI is extremely good at dealing with fundamental low level flaws of software. But just on just a surface level. Delaying but aggravating the problem. Programming language idiosyncracies, high stacks of boilerplate hacks and all sorts of nastyness. The giant mess AI will (more or less autonomously) make this way may grow faster than AIs capability growing to deal with this own selfmade mess.
That's a big worry of mine.
Si hablas español e interesado en la IA (obvio), quiero conectar contigo. Escribeme
This was a hack I did that worked towards this.
The day agents become intuitive and easy to use, is the same day people will stop buying services
I honestly don't think the world is ready for that, I don't think our economy is ready
On the flip-side, for non-commercial work agents will be amazing! Imagine doing ML-work where an agent runs 1000s of trainings, tests each, adjusts and tweaks until you find the best training params
arnt you "the russian dude" who was covering the ukraine war?
@@fx-studiodo you also find it odd for someone to hop niches like that?
No idea who you're talking about. I am not russian, and I never made a single video about ukraine
you sound a bit like him :)
forget it... this will be dominated by big tech... agents built by small potato beginners will be useless.
Devin is a scam. Haven’t you heard?