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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Suwan Li

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Jul 2026

A Comprehensive Study of Implementation Bugs in Multi-modal Agents

This work provides a comprehensive reference and guideline for classification, prevention and fix of M-agent bugs, and developed a comprehensive taxonomy that classifies bugs by global symptoms, functionality component-level symptoms, and root causes.

Suwan Li, Lei Bu, Shangqing Liu et al. · 0 citations

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