Structural Reasoning Takes 67 SOTAs, Async RL Ships in GLM-5.2

Featured

• Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning score 10
  入选 HF Daily Papers; HF 热度: 83 upvotes (+4); 有代码实现; 关键词(1): reasoning
• AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation score 8
  入选 HF Daily Papers; HF 热度: 7 upvotes (+2); 有代码实现; 关键词(3): production, coding, open source
• WildCity: A Real-World City-Scale Testbed for Rendering, Simulation, and Spatial Intelligence score 8
  入选 HF Daily Papers; HF 热度: 8 upvotes (+2); 有代码实现; 关键词(2): scaling, embodied
• Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning score 7
  入选 HF Daily Papers; HF 热度: 13 upvotes (+3); 关键词(6): throughput, GRPO, post-training, agentic, coding
• Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity score 7
  入选 HF Daily Papers; HF 热度: 10 upvotes (+3); 关键词(2): scaling, reasoning

Also Worth Noting

• UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma score 5
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 关键词(4): GRPO, MoE, reasoning, vision-language