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Yanjun Qi

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Preprint Jul 2026

ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm

Evaluating frontier CLI agents, it is found that while they often refuse illegal tasks when prompted directly, compliance reaches 100\% under persistent malicious interaction, and it is demonstrated that current alignment techniques are insufficient for autonomous agents.

Kefan Song, Yan-Jun Qi · 0 citations