Daily AI Papers Briefing (2026-08-11)

ずんだもんのHugging Faceニュース · Aug 10, 2026 · 3m

【本日の論文】

1. SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

https://huggingface.co/papers/2608.03573

2. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

https://huggingface.co/papers/2608.03571

3. SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

https://huggingface.co/papers/2608.07468

4. YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family

https://huggingface.co/papers/2608.07051

5. StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic…