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Applied AI·July 29, 2026·1 min read

OpenAI ‘open-sourced’ its AI security scanner. The scanner is still locked up.

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“Open source” tools with proprietary model backends are becoming a standard compromise—transparent wrapper, opaque core. If you’re betting on Codex Security CLI or similar, plan for vendor dependency and ask hard questions about offline use, rate limits, and data handling before wiring it into CI/CD.