Memory Makes Agents Sycophantic; Visual Reasoning Hits 93.2%

Featured

• Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity score 11
  机构: ByteDance; 入选 HF Daily Papers; HF 热度: 23 upvotes (+4); 关键词(1): reasoning
• MemSyco-Bench: Benchmarking Sycophancy in Agent Memory score 10
  入选 HF Daily Papers; HF 热度: 22 upvotes (+4); 有代码实现; 关键词(1): reasoning
• VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement score 9
  入选 HF Daily Papers; HF 热度: 16 upvotes (+3); 有代码实现; 关键词(3): GRPO, agentic, reasoning
• Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning score 9
  入选 HF Daily Papers; HF 热度: 13 upvotes (+3); 有代码实现; 关键词(3): GRPO, reasoning, vision-language
• Valdi: Value Diffusion World Models score 9
  入选 HF Daily Papers; HF 热度: 10 upvotes (+3); 有代码实现; 关键词(1): latency
• Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning score 8
  入选 HF Daily Papers; HF 热度: 22 upvotes (+4); 关键词(1): reasoning
• ABot-M0.5: Unified Mobility-and-Manipulation World Action Model score 7
  入选 HF Daily Papers; HF 热度: 13 upvotes (+3); 关键词(1): embodied
• Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination score 8
  入选 HF Daily Papers; HF 热度: 9 upvotes (+2); 有代码实现; 关键词(2): GRPO, reasoning
• PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking score 8
  入选 HF Daily Papers; HF 热度: 7 upvotes (+2); 有代码实现; 关键词(1): reasoning
• CausalMix: Data Mixture as Causal Inference for Language Model Training score 6
  入选 HF Daily Papers; HF 热度: 17 upvotes (+3)

Also Worth Noting

• Multi-Turn Agentic Scientific Literature Search via Workflow Induction score 4
  机构: Stanford; 关键词(2): agentic, reasoning