Pengchuan Zhang

speaker

270 appearances 1 recordings 1 series first heard Dec 2025 last heard 18 Dec

Pengchuan Zhang’s voice in public audio — every appearance, attributed to the second.

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recordings per month · last 12 months

Recordings per month over the last 12 months — 1 in all, peaking in Dec 2025 with 1.

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Latent Space: The AI Engineer Podcast · SAM 3: The Eyes for AI — Nikhila & Pengchuan (Meta Superintelligence), ft. Joseph Nelson (Roboflow) · 18 Dec 2025 podcast

you can somehow like a tool to kinda work with the brain.

I think th this is a very exciting kind of research area.

I think at least I want to bet on and running their work natively together, the future for simple, I would say for simple or even intermediate difficult vision tasks.

For example, count kinda counting with less than twenty objects.

I think for this kinda simple task.

This is like system one kind of visual reasoning uh with our brain.

This should be kinda our brain kinda should do it by our kinda by themselves.

But with very, very difficult tasks.

You can see that if we are counting kind of maybe kind of thousands of objects kinda in the picture so crowded, then we kinda even need to kinda draw something there.

I would see that at that time maybe we need kind of some actual model kind of for

Difficult task.

This is you can see that this is a hybrid approach, but I'm more excited.

I think for most of the cases should be native.

The reason why there is is

You can think that I would say kinda perception or granting, and really kinda know where it is, how many it is, is like a fundamental capability of our brain.

It's I'm just not happy that kind of the frontier model just cannot call many fingers immediately and instead of need to call a tool to do that.

I think this kind of should be system one thing.

And this should be kinda natively in our brain.

And also if our brain cannot do this task, which means that it's definitely kinda missing some kind of very critical kind of visual capability by itself.

So that's kinda I would say that it just feels that uh the intuition just feels that it's not correct to do not have this capability by itself.

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