Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems Paper • 2609.02750 • Published 27 days ago • 144
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 74
Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search Paper • 2608.15669 • Published Aug 16 • 63
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published Apr 29 • 40
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company Paper • 2604.22446 • Published Apr 24 • 126