The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published 16 days ago • 140
LongCat-Next: Lexicalizing Modalities as Discrete Tokens Paper • 2603.27538 • Published 20 days ago • 143
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published 27 days ago • 77
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas Paper • 2603.16448 • Published Mar 17 • 58
LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model Paper • 2603.01068 • Published Mar 1 • 22
Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation Paper • 2602.12125 • Published Feb 12 • 62
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration Paper • 2602.03786 • Published Feb 3 • 90
ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas Paper • 2601.21558 • Published Jan 29 • 60
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published Jan 15 • 39
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 92
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27, 2025 • 123