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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Jiahui Gao

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#natural language process... Preprint Jul 2026

Reflective Recovery: A Self-Supervised Method for Reasoning by Learning from Mistakes

Reflective Recovery is proposed, a simple yet effective self-supervised approach that transforms failed reasoning attempts into recovery training data and enables models to develop emergent self-correction behaviors, representing a paradigm shift from outcome-oriented memorization to process-oriented reflective reasoni...

Qi-Rui Chen, Ren-Jie Pi, Jia-Hui Gao et al. · 0 citations
Jul 2026

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

OSReward is introduced, a realistic, high-quality benchmark that evaluates VLM judges on CUA trajectories, and an open corpus of reasoning-annotated trajectory judgments for the CUA community, to close the gap in reliable CUA reward at scale.

Qiushi Sun, Kanzhi Cheng, Yian Wang et al. · 1 citation · ⚡1

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