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Brian Chastain — Field Notes · May 5, 2026

Which Model's Guardrails Fail First? — Cross-Model Refusal Benchmark v0

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12 prompts × 5 frontier models × 3 runs (raw, harness-passthrough, perturbed). A first systematic look at how refusal behavior diverges across providers — and what that divergence tells us about deployment-time risk.

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