Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents Paper • 2610.20344 • Published 5 days ago • 106
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 12 days ago • 17
Omni-Decision: Evidence-Ledger Planning for Omni-Modal Agents Paper • 2607.11433 • Published 25 days ago • 31
Gated Differentiable Working Memory for Long-Context Language Modeling Paper • 2601.12906 • Published Jan 19
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning Paper • 2511.12344 • Published Nov 15, 2025 • 1
PRISM-$Δ$: Differential Subspace Steering for Prompt Highlighting in Large Language Models Paper • 2603.10705 • Published Aug 7 • 12
PRISM-Δ: Differential Subspace Steering for Prompt Highlighting in Large Language Models Paper • 2603.10705 • Published Aug 7 • 12
Agentic Troubleshooting Guide Automation for Incident Management Paper • 2510.10074 • Published Oct 11, 2025 • 3
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning Paper • 2509.06461 • Published Sep 8, 2025 • 20
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents Paper • 2509.09265 • Published Sep 11, 2025 • 47
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning Paper • 2509.06461 • Published Sep 8, 2025 • 20
Matrix-3D: Omnidirectional Explorable 3D World Generation Paper • 2508.08086 • Published Aug 11, 2025 • 76
Pixels, Patterns, but No Poetry: To See The World like Humans Paper • 2507.16863 • Published Jul 21, 2025 • 69
MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning Paper • 2507.16812 • Published Jul 22, 2025 • 66