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Putting models to the secure coding test: Security rules

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ai security

Putting models to the secure coding test: Security rules

Researchers evaluated Sonnet 5, Composer 2.5, and GPT 5.5 against a set of security rules to measure whether these models generate code with measurably better security properties. The test compared code quality across the three artificial intelligence (AI) systems using consistent security criteria.

Why it matters: Development teams considering AI code generation tools need to understand whether these systems actually produce more secure output, since adopting an AI tool with weak security outcomes increases risk in your codebase.

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