PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews Paper • 2610.21046 • Published 17 days ago • 46
LEV: Thinking Fast and Deep with Looped Decision Models Paper • 2610.20951 • Published 18 days ago • 103
ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement Paper • 2609.14857 • Published Sep 14 • 81
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published Sep 1 • 101
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published Aug 31 • 44
VGI-Bench: Probing Visual Intelligence in Video Generation Models Paper • 2608.19583 • Published Aug 26 • 78
Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models Paper • 2607.12463 • Published Jul 14 • 61
Learning from the Self-future: On-policy Self-distillation for dLLMs Paper • 2606.18195 • Published Jun 16 • 41
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published Jun 16 • 165
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback Paper • 2606.06113 • Published Jun 4 • 16
MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection Paper • 2605.30288 • Published May 29 • 22
Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published Apr 6 • 34
PaperBanana: Automating Academic Illustration for AI Scientists Paper • 2601.23265 • Published Jan 30 • 232
BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions Paper • 2510.10666 • Published Oct 12, 2025 • 29