Dev warns AI labs deploy systems without cyber filters: models follow token statistics, not ethics

gerardsans · x · 2026-10-28

Gerard Sans criticized current AI deployment safety practices during a Polymarket-related discussion: AI labs and vendors are fully responsible for deploying behaviors without proper testing or monitoring, and current systems ship without adequate cyber filters and denial safeguards.

He adds the technical rationale: AI is software following training distributions based on token statistics, not common sense, ethics, or safety considerations — instructions can be ignored when strong priors accumulate in context or latent-space attractors exist from unbalanced training regimes.

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