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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

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Bo-Lin Shen

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#artificial intelligence Preprint Oct 2026

ARIA: Runtime Inspection and Amendment for Multi-Agent Systems

The ARIA framework for MAS-agnostic runtime inspection and amendment is developed, designed to integrate with any MAS that exposes execution trajectories and supports continuation replacement, and a compact model is taught to recognize when intervention is needed and how to correct an ongoing run.

Bo-Lin Shen, Yu-Shun Dong · 0 citations

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