Daily AI Papers Briefing (2026-08-12)

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【本日の論文】
1. BDH-CQ: In-Context Learning with Recurrent Latent Reasoning
https://huggingface.co/papers/2608.09888
2. Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA
https://huggingface.co/papers/2608.09819
3. SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring
https://huggingface.co/papers/2608.09802
4. Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution
https://huggingface.co/papers/2608.08311
5. On-Policy Self-Distillation without Any Supervision
https://huggingface.co/papers/2608.06296