<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url><loc>/</loc></url>
  <url><loc>/about</loc></url>
  <url><loc>/thinking</loc></url>
  <url><loc>/frameworks</loc></url>
  <url><loc>/speaking</loc></url>
  <url><loc>/contact</loc></url>
  <url><loc>/thinking/why-ai-fails-in-enterprises</loc></url>
  <url><loc>/thinking/the-case-for-runtime-enforcement</loc></url>
  <url><loc>/thinking/shadow-ai-is-not-a-discovery-problem</loc></url>
  <url><loc>/thinking/synthetic-data-is-not-automatically-safe</loc></url>
  <url><loc>/thinking/mcp-security-needs-a-control-plane</loc></url>
  <url><loc>/thinking/human-centric-security-is-the-next-shift</loc></url>
  <url><loc>/frameworks/ai-control-plane</loc></url>
  <url><loc>/frameworks/runtime-enforcement-stack</loc></url>
  <url><loc>/frameworks/identity-intent-action</loc></url>
  <url><loc>/frameworks/shadow-ai-governance</loc></url>
  <url><loc>/frameworks/mcp-security-model</loc></url>
  <url><loc>/frameworks/human-centric-security-shift</loc></url>
</urlset>
