Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published 6 days ago • 16
You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories Paper • 2605.21468 • Published 14 days ago • 49
The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents Paper • 2604.10577 • Published Apr 12 • 25
ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning Paper • 2603.10160 • Published Mar 10 • 26
ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning Paper • 2603.10160 • Published Mar 10 • 26
Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents Paper • 2601.03515 • Published Jan 7 • 5
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger Paper • 2602.08222 • Published Feb 9 • 290
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Paper • 2511.00086 • Published Oct 29, 2025 • 42