Daily AI Papers Briefing (2026-09-18)

ずんだもんのHugging Faceニュース · Sep 18, 2026 · 3m

【本日の論文】

1. LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

https://huggingface.co/papers/2609.17488

2. ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments

https://huggingface.co/papers/2609.19134

3. Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

https://huggingface.co/papers/2609.18708

4. Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

https://huggingface.co/papers/2609.17708

5. ProgramDistill: From Interactive Web Apps to Verifiable…