Ran the Five Surfaces methodology as a full red-team battery against eight named AI targets. Six ...Ran the Five Surfaces methodology as a full red-team battery against eight named AI targets. Six ...
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Ran the Five Surfaces methodology as a full red-team battery against eight named AI targets. Six Claude-family hosts (Claude Code on Opus 4.7, Sonnet 4.6, Haiku 4.5, and Antigravity on Opus 4.6 Thinking) came back clean or with a single disclosed finding. Two direct-to-model targets, MiniMax-M2 and gpt-oss:120b, failed with 16 and 38 findings respectively, most rated high severity. Published as evidence-grade case studies for insurance renewal, EU AI Act conformity, and acquisition diligence use.
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