Series · 6 parts
August 2026
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jimhaven
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Series · 1 part
Fiction
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Series · 2 parts
Mind Upload
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Essay
Scaling Inference-Time Reasoning Will Enable Fully-Autonomous Mathematics Researchers
A fully-autonomous mathematics researcher must do two things. It must solve open mathematics problems. And it must pose interesting mathematics problems within its reach to solve. I will argue that reasoning will scale…
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Essay
Near-Future Fiction
In 2027 the trend that began in 2024 with OpenAI's o1 reasoning system has continued. The compute required to run AI is no longer negligible compared to the cost of training it. Models reason over long periods of time.…
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