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cs.CL 1

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2026 1

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Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety

cs.CL · 2026-05-21 · unverdicted · novelty 7.0

Boiling the Frog is a new stateful multi-turn benchmark for agentic safety that reports an aggregate strict attack success rate of 44.4% across nine models, with rates ranging from 20.5% to 92.9% depending on the model and scenario category.

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  • Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety cs.CL · 2026-05-21 · unverdicted · none · ref 39

    Boiling the Frog is a new stateful multi-turn benchmark for agentic safety that reports an aggregate strict attack success rate of 44.4% across nine models, with rates ranging from 20.5% to 92.9% depending on the model and scenario category.