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Hot take on GPT-6 Astra

Gary Marcus
Sep 3, 2026 at 23:24
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Hot take on GPT-6 Astra

Hot take on OpenAI GPT-6 Astra*1, with a challenge to Greg Brockman’s claims about it being AGI toward the end:Looks to be pretty impressive. Multiple reports suggest it is a genuine advance. As someone who has campaigned for nearly a decade for (neuro)symbolic world models, often to exceptional hostility, it is extraordinarily vindicating to see that a product from OpenAI explicitly creates and manipulate symbolic world models in the course of some of its most impressive computations.What we don’t know is how robust that capability is. That is THE key question.Success on ARC-AGI is great and impressive, but not —despite the name of the task—proof of AGI; I suspect we will see loads of problems with open-ended real...

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