TacitVLA: Reasoning Vision-Language-Action Models Without Reasoning Latency Paper • 2610.17540 • Published 21 days ago • 4
MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training Paper • 2606.30406 • Published Jun 29 • 30
Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution Paper • 2610.32285 • Published 11 days ago • 54
REMORY: Learning Residual Memory for Context Compaction Paper • 2610.11287 • Published 26 days ago • 55
EVOHARNESSBENCH: Can Your Agents Keep Pace with an Evolving Harness? Paper • 2609.04280 • Published Sep 3 • 30
OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory Paper • 2610.26860 • Published 15 days ago • 113
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published 28 days ago • 172
BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 20 days ago • 239
Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents Paper • 2610.18784 • Published 20 days ago • 123
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published Sep 17 • 32
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 19 days ago • 50
DarwinX: Evolving Agent Harnesses Through Natural Selection Paper • 2608.07545 • Published Jul 31 • 98
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published 21 days ago • 65
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use Paper • 2610.22200 • Published 19 days ago • 78
JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs Paper • 2610.21412 • Published 19 days ago • 25
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published 21 days ago • 64