AI前沿：从代码生成到自动化科研

[CL] DiffuCoder：Understanding and Improving Masked Diffusion Models for Code Generation[Apple]https://arxiv.org/abs/2506.20639---[LG] Language Modeling by Language Models[Allen Institute for AI]https://arxiv.org/abs/2506.20249---[CL] Inside you are many wolves: Using cognitive models to interpret value trade-offs in LLMs[Harvard University]https://arxiv.org/abs/2506.20666---[LG] Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer[Courant Institute of Mathematical Sciences & Google Research]https://arxiv.org/abs/2506.20650---[LG] Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards[FAIR at Meta]https://arxiv.org/abs/2506.20520

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