Chubuk: OpenAI o1 showed test-time compute improves results beyond training sets
Doge Chubuk · Inside a $300 million bet on AI for physical R&D · Nov 6, 2025 · at 6:30
Periodic Labs co-founder Doge Chubuk discusses why reasoning models like OpenAI o1 changed his conviction on AI for materials discovery.
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“So what O-one showed is if you spend test time compute, you can get better results. So that was very exciting to me because there was one way of investing resources that was beyond the training set.”
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