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upvoted a paper 12 days ago

Towards Looped Models Done Right, Part II: Rethinking at Fixed Points

upvoted a paper 12 days ago

Dual Exam: Controlled Evaluation of Multimodal Agents and World Models

upvoted a paper about 1 month ago

UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement

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upvoted 2 papers 12 days ago

Towards Looped Models Done Right, Part II: Rethinking at Fixed Points

Paper • 2610.06833 • Published Oct 5 • 24

Dual Exam: Controlled Evaluation of Multimodal Agents and World Models

Paper • 2610.31066 • Published 16 days ago • 25

upvoted 2 papers about 1 month ago

UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement

Paper • 2609.38721 • Published Sep 30 • 134

JEV-as-a-Judge: Accept When Confident, Escalate When Unsure

Paper • 2609.26550 • Published Sep 22 • 35

upvoted an article about 2 months ago

Article

Your Inference Server is Secretly a Learner: Reef Infrastructure for Continual Self-Improving Agents

quao627

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Sep 15

• 15

upvoted a paper 5 months ago

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills

Paper • 2605.24117 • Published May 22 • 20

upvoted 2 papers about 1 year ago

Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training

Paper • 2509.26625 • Published Sep 30, 2025 • 44

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28, 2025 • 145