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Proprietary Problems: No Frontier Model Is Multi-Turn Immune

· Blogs Cisco · May 27, 2026, 1:22 p.m.
Artificial Intelligence (AI) AI Security large language models Model Evaluation Adversarial Attacks Safety Benchmarks
Summary
This post critiques the inadequacy of current safety benchmarks for large language models, arguing that they fail to capture the models' behavior under continuous, multi-turn interactions during adversarial attacks, suggesting a need for revised evaluation metrics.
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