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upvoted a paper 2 months ago

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Paper • 2605.23904 • Published May 22 • 264

upvoted a paper 3 months ago

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Paper • 2604.13602 • Published Apr 15 • 32

upvoted a paper 4 months ago

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published Feb 3 • 28

upvoted a paper 6 months ago

MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 159

upvoted 4 papers 7 months ago

Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

Paper • 2601.05107 • Published Jan 8 • 24

DeepCritic: Deliberate Critique with Large Language Models

Paper • 2505.00662 • Published May 1, 2025 • 54

Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning

Paper • 2510.24320 • Published Oct 28, 2025 • 21

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34