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AGI ... one linear layer at a time

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Towards Autonomous Mathematics Research
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Spend Search Where It Pays: Value-Guided Structured Sampling and Optimization for Generative Recommendation
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CLI-Gym: Scalable CLI Task Generation via Agentic Environment Inversion
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