Daily AI Papers Briefing (2026-07-18)

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【本日の論文】
1. VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding
https://huggingface.co/papers/2607.14935
2. SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
https://huggingface.co/papers/2607.14777
3. SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration
https://huggingface.co/papers/2607.15257
4. LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget
https://huggingface.co/papers/2607.14952
5. BadWAM: When World-Action Models Dream Right but Act Wrong
https://huggingface.co/papers/2607.15207