Are you joking? They spend billions of dollars training LLMs to get a 7.8% on arc agi 3 whereas DINO models are near sota in image classification, provide meaningful embeddings to the point where image segmentation is just PCA. The spend on DINO cannot be more than five million (correct me if I'm wrong)

JEPA is just getting started

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Tenoke 2 hours ago | parent | next [-]

His main anti-LLM predictions have been consistently either wrong or misleading.

There's many ways to skin a cat so you can probably do something with a JEPA approach as well, but I doubt he actually catches up to having agents on the level of where Anthropic/OpenAI will be at any point.

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onlyrealcuzzo an hour ago | parent [-]

His main LLM predictions have almost nothing to do with Arc AGI...

What exactly was he dead wrong about that is proven by any of this?

GPT getting better has absolutely nothing to do with completely disproving anything LeCun has been saying.

He never said LLMs couldn't get better. He never said they couldn't score 7.6% on Arc AGI 3.

He's merely said they don't think, and you probably want something that actually thinks if you want a model that can be trained cheaply on a small amount of data and provide a ton of value.

Spending $5B to train a model that scores better than an older model does not disprove any of that in any way.

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Tenoke an hour ago | parent [-]

>He's merely said they don't think

He said years ago even 'GPT 5000' couldnt do things that they ended up doing fine a month later, let alone by 5000. His later predictions are just moving that goal post including towards them not being able to do more general, harder problems of which Arc AGI is a counter-example.

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onlyrealcuzzo an hour ago | parent [-]

> He said even 'GPT 5000' couldnt do things that they could do a month later, let alone by 5000.

What things specifically and when?

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Tenoke an hour ago | parent [-]

https://youtube.com/shorts/zQTt8TkcyfU?is=09r7XDqz2w6-Pygu

You probably wont like the edit but I dont have the timestamp of the original on hand, you can find it.

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onlyrealcuzzo 43 minutes ago | parent [-]

That does not at all look cherry picked or taken out of context...

LeCun's ideas cannot be reduced to a 6 second clip...

You're missing the forrest for the trees, taking a singular example of a problem and thinking that if an LLM can solve the singular example it completely disproves LeCun is comical...

	▲	Tenoke 38 minutes ago \| parent [-]
		You can watch the whole Lex Friedman interview, it's on youtube. It's not out of context at all. He goes on about how LLMs will never be able to do things that they do trivially. And he has just doubled down for years. Ive read and watched more of his interviews and lectures it seems, it feels like you just have a rosier idea of his views than the views he repeatedly presents.

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2 hours ago | parent | prev | next [-]

[deleted]

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redactsureAI 2 hours ago | parent | prev | next [-]

DINO is a transformer model?

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esafak 2 hours ago | parent | prev [-]

ASI is going to be here by the time Lecun gets started.