Field notes / Category

AI security.

Give AI useful work, not unlimited authority.

Explore evidence-first prompts and constrained agent design as two distinct capabilities. Begin with a text-only review task, preserve uncertainty, and give humans access to the source observations. When execution tools enter the workflow, move scope and permission enforcement into the surrounding software. The goal is assistance whose mistakes remain easy to detect.

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AI security articles

Scope first. Evidence next.

Your next step doesn’t need to be a guess.

Take the checklist. Choose a bounded question. Build a review your team can understand.

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