Entropy在骗你，隐式推理止于7步

重点关注

• RAGEN-2: Reasoning Collapse in Agentic RL score 10
  入选 HF Daily Papers；HF 热度: 44 upvotes (+4)；有代码实现；关键词(3): lightweight, agentic, reasoning
• Neural Computers score 9
  机构: Meta；入选 HF Daily Papers；HF 热度: 11 upvotes (+3)
• The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning score 5
  入选 HF Daily Papers；HF 热度: 4 upvotes (+1)；关键词(2): scaling, reasoning

也值得关注

• Qualixar OS: A Universal Operating System for AI Agent Orchestration score 4
  入选 HF Daily Papers；关键词(1): production
• MICA: Multivariate Infini Compressive Attention for Time Series Forecasting score 4
  机构: Carnegie Mellon；关键词(1): scaling
• MedConclusion: A Benchmark for Biomedical Conclusion Generation from Structured Abstracts score 4
  机构: Harvard；关键词(2): reasoning, robotics