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Toby Ord

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04:04
2026-07-08
tobyord.com
large-language-models

How well does RL scale?

Toby Ord analyzes the scaling properties of reinforcement learning in AI, distinguishing between RL-scaling (training compute) and inference-scaling (deployment compute). He finds that in OpenAI's o1 โ€ฆ

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