Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses
Paper • 2606.02373 • Published • 57
Agents
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SIA: Self Improving AI with Harness & Weight Updates
Paper • 2605.27276 • Published • 15 -
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents
Paper • 2606.06036 • Published • 73 -
HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry
Paper • 2606.14249 • Published • 47 -
RedAct: Redacting Agent Capability Traces for Procedural Skill Protection
Paper • 2606.10813 • Published • 23 -
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
Paper • 2606.24937 • Published • 11 -
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?
Paper • 2606.24530 • Published • 55