Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation Paper • 2610.13521 • Published Oct 9 • 65
Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published about 1 month ago • 77
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published Sep 27 • 30
Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents Paper • 2609.33772 • Published Sep 27 • 27
Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents Paper • 2609.33772 • Published Sep 27 • 27
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published Sep 27 • 35
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published Sep 27 • 35
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published Oct 17, 2025 • 81
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory Paper • 2510.02335 • Published Sep 26, 2025 • 2
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory Paper • 2510.02335 • Published Sep 26, 2025 • 2