The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published 3 days ago • 111
LongCat-Next: Lexicalizing Modalities as Discrete Tokens Paper • 2603.27538 • Published 6 days ago • 131
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published 14 days ago • 77
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas Paper • 2603.16448 • Published 18 days ago • 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 • 61
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration Paper • 2602.03786 • Published Feb 3 • 90
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
Uncovering Safety Risks of Large Language Models through Concept Activation Vector Paper • 2404.12038 • Published Apr 18, 2024 • 1
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment Paper • 2504.15585 • Published Apr 22, 2025 • 14
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation Paper • 2507.11316 • Published Jul 15, 2025
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published Jan 15 • 39
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