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upvoted a paper about 18 hours ago

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Paper • 2610.19975 • Published 2 days ago • 64

upvoted 2 papers 5 months ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 96

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 166

upvoted 4 papers about 1 year ago

Pay-Per-Search Models are Abstention Models

Paper • 2510.01152 • Published Oct 1, 2025 • 6

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137

Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say

Paper • 2509.21164 • Published Sep 25, 2025 • 9

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 83

upvoted 2 papers over 1 year ago

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20, 2025 • 63

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21, 2025 • 88