<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9"><url><loc>https://www.techunfiltered.io/p/a-forest-has-a-value-system-so-does</loc><news:news><news:publication><news:name>Tech Unfiltered</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-04-16T20:19:17+00:00</news:publication_date><news:title>A Forest Has a Value System. So Does an AI.</news:title></news:news></url><url><loc>https://www.techunfiltered.io/p/is-the-measurement-real-how-causal</loc><news:news><news:publication><news:name>Tech Unfiltered</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-04-16T17:11:41+00:00</news:publication_date><news:title>Is the Measurement Real? How Causal Intervention Separates Steering Wheels from Badges</news:title></news:news></url><url><loc>https://www.techunfiltered.io/p/when-an-ais-values-shift-and-how</loc><news:news><news:publication><news:name>Tech Unfiltered</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-04-16T15:27:13+00:00</news:publication_date><news:title>When an AI’s Values Shift — And How to Catch It</news:title></news:news></url><url><loc>https://www.techunfiltered.io/p/how-to-measure-what-an-ai-actually</loc><news:news><news:publication><news:name>Tech Unfiltered</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-04-16T13:09:24+00:00</news:publication_date><news:title>How to Measure What an AI Actually Values — In Real Time</news:title></news:news></url><url><loc>https://www.techunfiltered.io/p/the-causal-gram-matrix-why-not-all</loc><news:news><news:publication><news:name>Tech Unfiltered</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-04-15T11:44:18+00:00</news:publication_date><news:title>The Causal Gram Matrix: Why Not All Differences Matter Equally</news:title></news:news></url></urlset>