Daily AI Papers Briefing (2026-06-12)

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【本日の論文】
1. Redesign Mixture-of-Experts Routers with Manifold Power Iteration
https://huggingface.co/papers/2606.12397
2. Toward Generalist Autonomous Research via Hypothesis-Tree Refinement
https://huggingface.co/papers/2606.11926
3. Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application
https://huggingface.co/papers/2606.12191
4. Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks
https://huggingface.co/papers/2606.12344
5. Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions
https://huggingface.co/papers/2606.09076