Webinar Today: Modern Exposure Validation in the AI Era

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The referenced webinar focuses on modern exposure validation in the AI era, describing how organizations must evolve security validation practices as AI-driven attacks accelerate exploit timelines and automate complex kill chains.[1][3][7] According to related materials on adversarial exposure validation (AEV), AI is increasingly used to automate continuous attack-path testing and control validation, integrating with existing tools such as BAS platforms, vulnerability scanners, and automated red-teaming systems.[1][2][4][5] From a CyberSE.AI perspective, this shift introduces AI supply chain risk because enterprises will depend on third-party AI-driven exposure validation platforms whose models, data flows, integrations, and automation logic become critical components of the security stack. Organizations should assess these AI validation tools with structured supply chain and SBOM-style due diligence, ensuring robust governance over how they access environments, consume telemetry, and generate or store security-relevant data.