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

Author

Lara Khatib

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Jul 2026

What Makes a Good Bug Report for an AI Agent?

It is found that a good bug report for an agent overlaps with, but is not identical to, a good report for a human: agents benefit most from concrete, executable, and well-localized information, whereas some qualities long emphasized for human readers, such as natural language steps to reproduce and readable descriptions, contribute little or even correlate with lower success.

Lara Khatib, N. Mathews, M. Nagappan et al. · 2 citations · ⚡1

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