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CybPass addresses the challenge of securing and assuring autonomous systems built on AI stacks. Traditional security frameworks were designed for static software and don't scale with continuously learning AI pipelines used in self-driving vehicles, drones, and robotics. The company automates AI security and assurance processes to align with how modern autonomous systems evolve, making compliance continuous rather than manual and fragmented. Founded by 23-year-old PingChen Lin as a University of Sheffield spin-out, CybPass received initial funding through the UK government's CyberASAP programme and is now working toward product-market fit with paid pilots across global markets.

Next Gen Spotlights: AI Assurance for Autonomous Systems – Q&A with CybPass CEO PingChen Lin