korrents

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OpenAI's o1 does an online search over reasoning steps at test time, unlike a traditional autoregressive language model.

Drawn from what Nathan Lambert said, then moved away from

What this subject means

reinforcement learning Training by reward: environments, verifiable tasks, value functions, and whether it works or merely beats what came before.

What Nathan Lambert actually said

  1. Nathan Lambert · held 3 months Machine-learning researcher on open language models

    This is the argument that all of the “search” in OpenAI’s o1 (and some of the replications) is all within the reinforcement learning training behavior.

    In my first post on o1, I tried to take OpenAI’s corporate communications and the media of their employees at face value to figure out what is going on: What would it mean for OpenAI’s o1 to be using search?

Added to korrents 24 Oct 2026 · How quotes work · Something wrong? Tell us

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