From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company
Paper • 2604.22446 • Published • 74
GuoLiangTang
Tommy930
AI & ML interests
LLM，NLP，ML
Recent Activity
upvoted a paper about 6 hours ago
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company upvoted a paper about 10 hours ago
Video Analysis and Generation via a Semantic Progress Function upvoted a paper about 10 hours ago
Taming Actor-Observer Asymmetry in Agents via Dialectical AlignmentOrganizations
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upvoted a paper about 6 hours ago
upvoted 4
papers about 10 hours ago
Video Analysis and Generation via a Semantic Progress Function
Paper • 2604.22554 • Published • 53
Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
Paper • 2604.19548 • Published • 8
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
Paper • 2604.24003 • Published • 4
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
Paper • 2604.22085 • Published • 9
upvoted 2
papers about 11 hours ago
upvoted 3
papers about 12 hours ago
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
Paper • 2604.24764 • Published • 89
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
Paper • 2604.23781 • Published • 23
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
Paper • 2604.24198 • Published • 14
upvoted 7
papers 1 day ago
Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks
Paper • 2604.11610 • Published • 7
Image Generators are Generalist Vision Learners
Paper • 2604.20329 • Published • 15
Building a Precise Video Language with Human-AI Oversight
Paper • 2604.21718 • Published • 12
Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets
Paper • 2604.22294 • Published • 14
AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval
Paper • 2604.16353 • Published • 1
dWorldEval: Scalable Robotic Policy Evaluation via Discrete Diffusion World Model
Paper • 2604.22152 • Published • 2
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond
Paper • 2604.22748 • Published • 199
upvoted 2
papers 3 days ago
upvoted a paper 4 days ago