Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 10 days ago • 45
Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems Paper • 2609.02750 • Published Sep 2 • 144
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 75
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 • 127