Entropy Is Lying to You, Implicit Reasoning Tops Out at 7 Steps

Featured

• 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

Also Worth Noting

• 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