Daily AI Papers Briefing (2026-09-01)

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【本日の論文】
1. LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering
https://huggingface.co/papers/2608.28281
2. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models
https://huggingface.co/papers/2608.27550
3. DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents
https://huggingface.co/papers/2608.18524
4. Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities
https://huggingface.co/papers/2608.28122
5. Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning
https://huggingface.co/papers/2608.27549