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

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211–220 of 680 posts

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

#211
post #117

Earlier quoted context omitted.

Also he always sounds like "I know this will not work". Dude are you a researcher? You're supposed to experiment and follow the results. That's what separates you from oracles and freaking philosophers or whatever.

he probably predicted the asymptote everyone is approaching right now

So did I after trying llama/Meta AI

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

#212

Earlier quoted context omitted.

LLMs get results, yes. They are getting adopted, and they are making money. Frontier models are all profitable . Inference is sold with a damn good margin, and the amounts of inference AI companies sell keeps rising. This necessitates putting more and more money into infrastructure. AI R&D is extremely expensive too, and this necessitates even more spending. A mistake I see people make over and over again is keeping…

In this comment you proceeded to basically reinvent the meaning of "profitable company", but sure. I won't even get into the point of comparing LLM to humans, because I choose not to engage with whoever doesn't have the human decency, humanistic compass, or basic phylosophical understanding of how putting LLMs and human labor on the same level to justify hallucinations and non-determinism is deranged and morally bank…

You should go and work in a call center for a year, on the first line.

Then come back and tell me how replacing human labor with AI is "deranged and morally bankrupt".

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

#213
post #117

Earlier quoted context omitted.

Meta did exactly that, kept him but reduced his scope. Did the broader research community benefit from his research? Absolutely. But did Meta achieve a good outcome? Probably not. If you follow LeCun on social media, you can see that the way FAIR’s results are assessed is very narrow-minded and still follows the academic mindset. He mentioned that his research is evaluated by: "Research evaluation is a difficult task…

Also he always sounds like "I know this will not work". Dude are you a researcher? You're supposed to experiment and follow the results. That's what separates you from oracles and freaking philosophers or whatever.

Philosophers are usually more aware of their not knowing than you seem to give them credit for. (And oracles are famously vague, too).

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

#214
post #169

Earlier quoted context omitted.

Isn't this idea demonstrably false due to the existence of various sensory disorders too? I have a disorder characterised by the brain failing to filter own its own sensory noise, my vision is full of analogue TV-like distortion and other artefacts. Sometimes when it's bad I can see my brain constructing an image in real time rather than this perception happening instantaneously, particularly when I'm out walking. A…

Pleased to meet someone else who suffers from "visual snow". I'm fortunate in that like my tinnitus, I'm only acutely aware of it when I'm reminded of it, or, less frequently, when it's more pronounced. You're quite correct that our "reality" is in part constructed. The Flashed Face Distortion Effect [0][1] (wherein faces in the peripheral vision appear distorted due the the brain filling in the missing information w…

Only tangentially related but maybe interesting to someone here so linking anyways: Brian Kohberger is a visual snow sufferer. Reading about his background was my first exposure to this relatively underpublicized phenomenon.

https://en.wikipedia.org/wiki/2022_University_of_Idaho_murde...

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

#215

It’s probably better for the world that LeCun is not at Meta. I mean if his direction is the likeliest approach to AGI meta is the last place where you want it.

It's better that he's not working on LLMs. There's enough people working on it already.

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

#216

Earlier quoted context omitted.

In industry research, someone in a chief position like LeCun should know how to balance long-term research with short-term projects. However, for whatever reason, he consistently shows hostility toward LLMs and engineering projects, even though Llama and PyTorch are two of the most influential projects from Meta AI. His attitude doesn’t really match what is expected from a Chief position at a product company like Fac…

These are the types that want academic freedom in a cut-throat industry setup and conversely never fit into academia because their profiles and growth ambitions far exceed what an academic research lab can afford (barring some marquee names). It's an unfortunate paradox.

More importantly even if you do want it, and there are business situations that support your ambitions. You still have to do get into the managerial powerplay, which quite honestly takes a separate kind of skill set, time and effort. Which Im guessing the academia oriented people aren't willing to do.

Its pretty much dog eat dog at top management positions.

Its not exactly a space for free thinking timelines.

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

#217

Earlier quoted context omitted.

These are the types that want academic freedom in a cut-throat industry setup and conversely never fit into academia because their profiles and growth ambitions far exceed what an academic research lab can afford (barring some marquee names). It's an unfortunate paradox.

Maybe it's time for Bell Labs 2? I guess everyone is racing towards AGI in a few years or whatever so it's kind of impossible to cultivate that environment.

> I guess everyone is racing towards AGI in a few years

A pipe dream sustaining the biggest stock market bubble in history. Smart investors are jumping to the next bubble already...Quantum...

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

#218

Earlier quoted context omitted.

LLMs get results is quite the bold statement. If they get results, they should be getting adopted, and they should be making money. This is all built on hazy promises. If you had marketable results, you wouldn't have to hide 20+ billion dollars of debt financing into an obscure SPV. LLMs are the most baffling piece of tech. They are incredible, and yet marred by their non-deterministic hallucinatory nature, and bound…

LLMs get results, yes. They are getting adopted, and they are making money. Frontier models are all profitable . Inference is sold with a damn good margin, and the amounts of inference AI companies sell keeps rising. This necessitates putting more and more money into infrastructure. AI R&D is extremely expensive too, and this necessitates even more spending. A mistake I see people make over and over again is keeping…

> Frontier models are all profitable.

This is an extraordinary claim and needs extraordinary proof.

LLMs are raising lots of investor money, but that's a completely different thing from being profitable.

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

#219
post #199
post #183

Earlier quoted context omitted.

He's speaking to the entire feedforward Transformer-based paradigm. He sees little point in continuing to try to squeeze more blood out of that stone and instead move on to more appropriate ways to model ontologies per se rather than the crude-for-what-we-use-them-for embedding-based methods that are popular today. I really resonate with his view due to my background in physics and information theory. I for one welco…

If the LLM hype doesn't cool down fast, we're probably looking at another AI winter. Appears to me like he's just trying to ensure he'll have funding for chasing the global maximum going forward.

> If the LLM hype doesn't cool down fast, we're probably looking at another AI winter.

Is the real bubble ignorance? Maybe you'll cool down but the rest of the world? There will just be more DeepSeek and more advances until the US loses its standing.

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

#220

Making LeCun report to Wang was the most boneheaded move imaginable. But… I suppose Zuckerberg knows what he wants, which is AI slopware and not truly groundbreaking foundation models.

In industry research, someone in a chief position like LeCun should know how to balance long-term research with short-term projects. However, for whatever reason, he consistently shows hostility toward LLMs and engineering projects, even though Llama and PyTorch are two of the most influential projects from Meta AI. His attitude doesn’t really match what is expected from a Chief position at a product company like Fac…

LLM hostility was warrented. The overhype/downright charlartan nature of ai hype and marketing threatens another AI winter. It happened to cybernetics, it'll happen to us too. The finance folks will be fine, they'll move to the next big thing to overhype, it is the researchers who suffer the fall-out. I am considered anti LLM (transformers anyway) for this reason, i like the the architecture, it is cool amd rather capable at its problem set, which is a unique set, but, it isnt going to deliver any of what has been promised, any more than a plain DNN or a CNN will.
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