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  <title>Jason Chia-Sheng Lin Blog</title>
  <link>https://cs-kairos.com</link>
  <description>Personal research site and blog for evidence-aware AI systems in speech, clinical workflow support, agent governance, cybersecurity, and enterprise AI education.</description>
  <item>
  <title>Recent Work, April-June 2026: Evidence-Aware AI Systems in Practice</title>
  <link>https://cs-kairos.com/blog/recent-work-apr-jun-2026/</link>
  <guid>https://cs-kairos.com/blog/recent-work-apr-jun-2026/</guid>
  <pubDate>Sat, 13 Jun 2026 16:00:00 GMT</pubDate>
  <description>A public-safe synthesis of recent work across speech decision stability, clinical workflow support, AI triage demos, realtime voice systems, runtime governance, and AI systems engineering education.</description>
</item>
<item>
  <title>From Flat UI to Spatial Interface</title>
  <link>https://cs-kairos.com/blog/flat-ui-to-spatial-interface/</link>
  <guid>https://cs-kairos.com/blog/flat-ui-to-spatial-interface/</guid>
  <pubDate>Mon, 16 Mar 2026 16:00:00 GMT</pubDate>
  <description>Liquid Glass, visionOS, and AI point toward a future where the operating system is redefined less by the kernel than by a new operating surface for search, orchestration, and cross-app work.</description>
</item>
<item>
  <title>Minimal Disclosure for Fraud Intelligence: Cross-Node Pattern Formation in High-Stakes AI</title>
  <link>https://cs-kairos.com/blog/cross-node-fraud-intelligence-minimal-disclosure/</link>
  <guid>https://cs-kairos.com/blog/cross-node-fraud-intelligence-minimal-disclosure/</guid>
  <pubDate>Sun, 15 Mar 2026 16:00:00 GMT</pubDate>
  <description>A research-oriented essay on cross-node fraud intelligence, minimal disclosure, and trustworthy AI design for high-stakes pattern formation under fragmented evidence.</description>
</item>
<item>
  <title>Designing Speech Evidence Pipelines with ASR and LLMs</title>
  <link>https://cs-kairos.com/blog/speech-evidence-pipelines/</link>
  <guid>https://cs-kairos.com/blog/speech-evidence-pipelines/</guid>
  <pubDate>Tue, 17 Feb 2026 16:00:00 GMT</pubDate>
  <description>A research note on building speech evidence pipelines with ASR, retrieval, and LLMs while keeping outputs grounded in transcript evidence.</description>
</item>
<item>
  <title>From Cybercrime Investigation to Trustworthy AI</title>
  <link>https://cs-kairos.com/blog/investigation-and-trustworthy-ai/</link>
  <guid>https://cs-kairos.com/blog/investigation-and-trustworthy-ai/</guid>
  <pubDate>Fri, 09 Jan 2026 16:00:00 GMT</pubDate>
  <description>An essay on how cybercrime investigation shaped the way I think about evidence, adversarial behavior, and trustworthy AI for high-stakes systems.</description>
</item>
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