SWE-Together: Evaluating Coding Agents in Interactive User Sessions Paper • 2606.29957 • Published Jun 29 • 15
From Sight to Foresight: Predictive Spatial Reasoning in Vision-Language Models Paper • 2610.04139 • Published Oct 2 • 10
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published Sep 27 • 62
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 18 days ago • 18
T2J-BENCH: Benchmarking Coding Agents on Execution-Grounded PyTorch-to-JAX Repository Migration Paper • 2605.29054 • Published 24 days ago • 8
LEV: Thinking Fast and Deep with Looped Decision Models Paper • 2610.20951 • Published 24 days ago • 72
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published Oct 6 • 165
X-Tree: Tokenizing Reusable Experience for Efficient Agent Generalization Paper • 2609.32993 • Published Sep 26 • 53
TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent Paper • 2609.27277 • Published Sep 23 • 28
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published Sep 27 • 62
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published Sep 27 • 62
RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments Paper • 2609.15364 • Published Sep 14 • 90
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 90
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