A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets Paper • 2607.02303 • Published 12 days ago • 1
Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents Paper • 2606.30306 • Published 15 days ago • 1
Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs Paper • 2606.21638 • Published 25 days ago • 8
Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding Paper • 2606.21906 • Published 24 days ago • 25
HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization Paper • 2606.20097 • Published 26 days ago • 19
Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention Paper • 2606.20945 • Published 26 days ago • 80
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published 26 days ago • 41
Native Active Perception as Reasoning for Omni-Modal Understanding Paper • 2606.19341 • Published 27 days ago • 19
Learning from the Self-future: On-policy Self-distillation for dLLMs Paper • 2606.18195 • Published 28 days ago • 77
Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation Paper • 2606.18844 • Published 27 days ago • 20
FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines Paper • 2606.19605 • Published 27 days ago • 11
CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks Paper • 2606.21777 • Published 25 days ago • 5
OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation Paper • 2606.17628 • Published 28 days ago • 29
Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning Paper • 2606.20002 • Published 26 days ago • 10
EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory Paper • 2606.21649 • Published 25 days ago • 34
OpenRath: Session-Centered Runtime State for Agent Systems Paper • 2606.19409 • Published 27 days ago • 78