--- title: Next Gen Spotlights: AI Assurance for Autonomous Systems... description: CybPass addresses the challenge of securing and assuring autonomous systems built on AI stacks. Traditional security frameworks were designed for static... canonical: https://daily.dev/posts/next-gen-spotlights-ai-assurance-for-autonomous-systems-q-a-with-cybpass-ceo-pingchen-lin-jcbybz1eu twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Next Gen Spotlights: AI Assurance for Autonomous Systems – Q&A with CybPass CEO PingChen Lin | daily.dev og:description: CybPass addresses the challenge of securing and assuring autonomous systems built on AI stacks. Traditional security frameworks were designed for static... og:url: https://daily.dev/posts/next-gen-spotlights-ai-assurance-for-autonomous-systems-q-a-with-cybpass-ceo-pingchen-lin-jcbybz1eu og:image: https://api.daily.dev/og/posts/jcByBZ1eu.png og:image:alt: Next Gen Spotlights: AI Assurance for Autonomous Systems – Q&A with CybPass CEO PingChen Lin og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Next Gen Spotlights: AI Assurance for Autonomous Systems – Q&A with CybPass CEO PingChen Lin **[IT Security Guru](https://daily.dev/sources/itsecurityguru)** · 5 min read · 0 upvotes · 0 comments ## Summary 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. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#cyber](https://daily.dev/tags/cyber) [View this post on daily.dev](https://daily.dev/posts/next-gen-spotlights-ai-assurance-for-autonomous-systems-q-a-with-cybpass-ceo-pingchen-lin-jcbybz1eu) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Next Gen Spotlights: AI Assurance for Autonomous Systems – Q&A with CybPass CEO PingChen Lin","url":"https://daily.dev/posts/next-gen-spotlights-ai-assurance-for-autonomous-systems-q-a-with-cybpass-ceo-pingchen-lin-jcbybz1eu","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/next-gen-spotlights-ai-assurance-for-autonomous-systems-q-a-with-cybpass-ceo-pingchen-lin-jcbybz1eu"},"datePublished":"2026-02-06T09:59:51.074Z","dateModified":"2026-02-06T10:00:12.321Z","description":"CybPass addresses the challenge of securing and assuring autonomous systems built on AI stacks. 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