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A payment firewall for AI agents. One signed proof checks every agent payment against what the user meant before PayPal moves money, then decides who pays when a purchase goes wrong.
Opensec combines deterministic security scanning, isolated proof-of-fix verification, and GitLab Duo remediation workflows to validate vulnerabilities, re-test fixes, and gate deployments on evidence.
One-shot procedure learning for factories: USTAAD turns a single expert demonstration into vision-verified steps, then an OpenCV 5 agent checks every action a new worker performs.
AI system that detects, explains, and eliminates bias in hiring using multi-agent fairness models, ensuring transparent, skill-based, and compliant recruitment decisions.