Channel Selection for Mixture-of-Experts Decoding Needs No Calibration Data Paper • 2610.37386 • Published 7 days ago • 25
Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 11 days ago • 43
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 27 days ago • 44
AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents Paper • 2610.05140 • Published 30 days ago • 40
When to Switch: Reliable Action-Chunk Extension for Vision-Language-Action Models Paper • 2610.05719 • Published 29 days ago • 28
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published Sep 30 • 33
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published Sep 30 • 97
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published Sep 30 • 97
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published Sep 30 • 94
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published Sep 27 • 45
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published Sep 28 • 40
ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks Paper • 2609.18805 • Published Sep 16 • 47
EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Paper • 2609.17632 • Published Sep 15 • 26
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published Sep 7 • 65
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published Sep 8 • 70
Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase Paper • 2608.29310 • Published Aug 29 • 29
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Paper • 2608.07169 • Published Aug 7 • 46
Environment-free Synthetic Data Generation for API-Calling Agents Paper • 2607.16900 • Published Jul 18 • 21
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 43