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Yann LeCun to depart Meta and launch AI startup focused on 'world models'

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Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#631
post #486

Most of the folks on this topic are focused on Meta and Yann’s departure. But, I’m seeing something different. This is the weirdest technology market that I’ve seen. Researchers are getting rewarded with VC money to try what remains a science experiment. That used to be a bad word and now that gets rewarded with billions of dollars in valuation.

> This is the weirdest technology market that I’ve seen. The phenomenon you're seeing is well described here: "The Perfect AI Startup" ( https://www.bloomberg.com/opinion/newsletters/2025-09-29/the... ) “It was the most absurd pitch meeting,” one investor who met with Murati said. “She was like, ‘So we’re doing an AI company with the best AI people, but we can’t answer any questions.’” Despite that vagueness, Murati…

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Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#632

Most of the folks on this topic are focused on Meta and Yann’s departure. But, I’m seeing something different. This is the weirdest technology market that I’ve seen. Researchers are getting rewarded with VC money to try what remains a science experiment. That used to be a bad word and now that gets rewarded with billions of dollars in valuation.

That's been true for the last year or two, but it feels like we're at an inflection point. All of the announcements from OpenAI for the last couple of months have been product focused - Instant Checkout, AgentKit, etc. Anthropic seems 100% focused on Claude Code. We're not hearing as much about AGI/Superintelligence (thank goodness) as we were earlier this year, in fact the big labs aren't even talking much about the…

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Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#633

Earlier quoted context omitted.

Personally, I find myself using LLMs more than Google now, even for non-development tasks. I think this shift is going to become the new normal (if it isn't already).

And what's the end result? All one can see is just bigger representation of those who confidently subscribe to false information and become arrogant when their validity is questioned, as the LLM writing style has convinced them it's some sort of authority. Even people on this website are so misinformed to believe that ChatGPT has developed its own reasoning, despite it being at the core an advanced learning algorithm…

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Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#634

Earlier quoted context omitted.

Personally, I find myself using LLMs more than Google now, even for non-development tasks. I think this shift is going to become the new normal (if it isn't already).

And what's the end result? All one can see is just bigger representation of those who confidently subscribe to false information and become arrogant when their validity is questioned, as the LLM writing style has convinced them it's some sort of authority. Even people on this website are so misinformed to believe that ChatGPT has developed its own reasoning, despite it being at the core an advanced learning algorithm…

This seems a bit self-contradictory: you say LLMs mislead people and can't reason, then fault them for being good at helping people solve puzzles or win trivia games. You can't have it both ways.

Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#635
post #97

Earlier quoted context omitted.

He is one of these people who think that humans have a direct experience of reality not mediated by as Alan Kay put it three pounds of oatmeal. So he thinks a language model can not be a world model. Despite our own contact with reality being mediated through a myriad of filters and fun house mirror distortions. Our vision transposes left and right and delivers images to our nerves upside down, for gawd’s sake. He im…

the fact that a not-so-direct experience of reality produces "good enough results" (eg. human intelligence) doesn't mean that a more-direct experience of reality won't produce much better results, and it clearly doesn't mean it can't produce these better results in AI your whole reasoning is neither here not there, and attacking a straw man - YLC for sure knows that human experience of reality is heavily modified and…

But he seems to like pretending that we can’t reconfigure that straw of tokens into 4096 straws or a couple billion straws for that matter. LLMs are just barely getting started. That’s not to say there’s no other or better way, but yucking our yum he fails to acknowledge there’s a lot more that can be done with this stuff.

Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#636

Earlier quoted context omitted.

LeCun is great and smart, of course. But he had his chance. It didn't go that well. Now Zuck wants somebody else to try. Messi is the best footballer of our era. It doesn't mean he would play well in any team.

Messi would only play well in Barcelona. Lecunn can produce high quality research anywhere. It's not a great comparison.

It's a great comparison, and we are on the same page.

Zuck wants both great products and research. Lecunn is great at producing high quality research. So, Lecunn isn't quite a good fit at Facebook.

Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#637

Earlier quoted context omitted.

If you hire a house cleaner to clean your house, and the cleaner didn't do well, would you eject yourself out of the house? You would not. You would change to a new cleaner.

But if we hire someone to deal on R&D to automate fully the house cleaning process, we might not necessarily expect the office to be maintained in clean state by the researchers themselves any time we enter the room.

As far as an analogy, whatever happens, whoever messes up, Zuck, as the owner, of course, takes the final blame.

That's why he is changing the team.

Still, people bring up this weird point that would be equivalent to you giving up your house equity for free because you fucked up on hiring and managing your house.

Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#638

Most of the folks on this topic are focused on Meta and Yann’s departure. But, I’m seeing something different. This is the weirdest technology market that I’ve seen. Researchers are getting rewarded with VC money to try what remains a science experiment. That used to be a bad word and now that gets rewarded with billions of dollars in valuation.

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Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#639

Earlier quoted context omitted.

Unless I've missed a few updates, much of the JEPA stuff didn't really bear a lot of fruit in the end.

I don't think he's given up on it. How many decades did it take for neural nets to take off? The reason we're even talking about LeCun today is because he was early in seeing the promise of neural nets and stuck with it through the whole AI winter when most people thought it was a waste of time.

But neural nets were always popular, they just went through phases of hype depending on the capacity of hardware at the time. The only limitation of neural nets at the time was computational power to scale up. AI winters came when other techniques became available that required less compute. Once GPGPU became available, all of that work became immediately viable.

No similar limitations exist today for JEPA, to my knowledge.

Re: Yann LeCun to depart Meta and launch AI startup focused on 'world models'

#640
post #505

Earlier quoted context omitted.

Yeah that stuff generated embarrassingly wrong scientific 'facts' and citations. That kind of hallucination is somewhat acceptable for something marketed as a chatbot, less so for an assistant helping you with scientific knowledge and research.

I thought it was weird at the time how much hate Galactica got for its hallucinations compared to hallucinations of competing models. I get your point and it partially explains things. But it's not a fully satisfying explanation.

I guess another aspect is - being too early is not too different from being wrong.
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