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Start with the pressure: sales, launch, abuse, agents, data, or guardrails

Research · Publications

Research-backed AI security engineering.

Practical research, field guides, control mappings, and local-first assessment tools — structured around the MADE methodology and built for teams producing engineering-ready remediation and review-ready evidence.