A Hybrid Nested Harness for Decoupling Structure and Parameters in LLM-Driven Optimization Paper • 2608.08156 • Published 16 days ago • 10
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 13 days ago • 17
Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop Paper • 2608.11215 • Published Jul 19 • 6
Self-Evolving Embodied Agents via Skill-Harness Evolution Paper • 2608.11350 • Published 13 days ago • 13
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published 12 days ago • 113
SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models Paper • 2608.10538 • Published 13 days ago • 15
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Paper • 2608.13560 • Published 11 days ago • 54
How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks Paper • 2608.14905 • Published 10 days ago • 29
Security Assessment of DeepSeek Harness with A.I.G: Evaluating Resistance to Indirect Prompt Injection Paper • 2608.16393 • Published 6 days ago • 6
StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows Paper • 2608.17800 • Published 6 days ago • 9