Good terminal-agent benchmark tasks must be adversarial, difficult, and legible to prevent common failure modes like reward hacking and to accurately measure AI coding and system administration skills.
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What Makes a Good Terminal-Agent Benchmark Task: A Guideline for Adversarial, Difficult, and Legible Evaluation Design
Good terminal-agent benchmark tasks must be adversarial, difficult, and legible to prevent common failure modes like reward hacking and to accurately measure AI coding and system administration skills.