Cryptographer Matthew Green: Bypassing model guardrails is trivially cheap

matthew_d_green · x · 2026-11-09

Cryptographer Matthew Green argued on X that abliteration—the technique of stripping safety guardrails from models—is cheap to perform, comparing it to the difference between driving an automatic versus a manual car, implying that defeating model safety layers poses little barrier. This came in response to a researcher noting that developing zero-day exploits with GLM-5.3 or DeepSeek-V4.1-Flash-1017 doesn't even require abliteration. The exchange reflects widespread skepticism about the practical effectiveness of open-model safety guardrails.

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