CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents Paper • 2607.25431 • Published 2 days ago • 70
A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Paper • 2607.24223 • Published 3 days ago • 86
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills Paper • 2607.22529 • Published 6 days ago • 45
Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization Paper • 2607.10169 • Published 19 days ago • 14
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 27 days ago • 82
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 22 days ago • 91
NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs Paper • 2607.14186 • Published 8 days ago • 15
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published 11 days ago • 92
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 16 days ago • 227
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 14 days ago • 203
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published 14 days ago • 103
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published 16 days ago • 99