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Applied AI·August 4, 2026·1 min read

AI monocultures: the code review problem nobody's talking about

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Relying on a single model family for code generation and review creates an AI monoculture—shared blind spots, shared bugs, shared vulnerabilities. If you’re serious about software assurance, diversify your models and add independent human or automated review layers rather than trusting one stack end-to-end.