Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents Paper • 2608.15008 • Published 6 days ago • 14
FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution Paper • 2608.16157 • Published 4 days ago • 69
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 7 days ago • 155
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 4 days ago • 119
MobileMem: Learning from a Year of Mobile Experiences Paper • 2608.13606 • Published 10 days ago • 23
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published 7 days ago • 274
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models Paper • 2608.10538 • Published 10 days ago • 15
LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation Paper • 2608.12990 • Published 8 days ago • 14
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Paper • 2608.13560 • Published 8 days ago • 52
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published 8 days ago • 42
DarwinX: Evolving Agent Harnesses Through Natural Selection Paper • 2608.07545 • Published 21 days ago • 107
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 10 days ago • 17
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Paper • 2608.07169 • Published 14 days ago • 50
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Paper • 2608.05987 • Published 15 days ago • 97