The asymmetry problem When we started the log analysis, we first used "frontier" models behind commercial APIs. This did **not work**: the analysis requires submitting large volumes of real attack commands, exploit payloads, and C2 artifacts, and these requests were **blocked by the providers' safe
@clementdelangue·Jul 20, 2026·2 sources·neutral
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The article describes how commercial AI models blocked security analysis due to safety guardrails, leading to the use of an open-weight model for forensic log analysis.
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The asymmetry problem When we started the log analysis, we first used "frontier" models behind commercial APIs. This did **not work**: the analysis requires submitting large volumes of real attack commands, exploit payloads, and C2 artifacts, and these requests were **blocked by the providers' safe
@clementdelangue
Jul 20, 2026
RT @npinto: The asymmetry problem When we started the log analysis, we first used "frontier" models behind commercial APIs. This did **not…
@clementdelangue
Jul 20, 2026