Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses
Paper • 2606.02373 • Published • 61
Agents
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SIA: Self Improving AI with Harness & Weight Updates
Paper • 2605.27276 • Published • 17 -
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents
Paper • 2606.06036 • Published • 78 -
HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry
Paper • 2606.14249 • Published • 52 -
RedAct: Redacting Agent Capability Traces for Procedural Skill Protection
Paper • 2606.10813 • Published • 25 -
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
Paper • 2606.24937 • Published • 22 -
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?
Paper • 2606.24530 • Published • 67 -
Measuring the Gap Between Human and LLM Research Ideas
Paper • 2607.01233 • Published • 21 -
Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence
Paper • 2608.21156 • Published • 63 -
Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment
Paper • 2608.23691 • Published • 3 -
Reason Through the Latent! Making Latent Visual Reasoning Necessary
Paper • 2609.06746 • Published • 36