Daily AI Papers Briefing (2026-10-02)

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【本日の論文】
1. The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation
https://huggingface.co/papers/2609.36484
2. UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement
https://huggingface.co/papers/2609.38721
3. Rethinking Latent Visual Reasoning: Grounding Latent Reasoning in Visual Evidence
https://huggingface.co/papers/2609.34563
4. False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents
https://huggingface.co/papers/2609.39102
5. AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
https://huggingface.co/papers/2609.38288