【本日の論文】
1. ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
https://huggingface.co/papers/2605.03042
2. OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories
https://huggingface.co/papers/2605.04036
3. Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL
https://huggingface.co/papers/2604.28123
4. X2SAM: Any Segmentation in Images and Videos
https://huggingface.co/papers/2605.00891
5. HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness
https://huggingface.co/papers/2605.02396