<?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://signals.forgedculture.com/p/ai-assurance-no-test-survives-first</loc><news:news><news:publication><news:name>Forge Signals</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-26T10:15:37+00:00</news:publication_date><news:title>AI Assurance, No Test Survives First Contact</news:title></news:news></url><url><loc>https://signals.forgedculture.com/p/what-changed-after-the-model-spoke</loc><news:news><news:publication><news:name>Forge Signals</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-25T11:08:50+00:00</news:publication_date><news:title>What Changed After the Model Spoke</news:title></news:news></url></urlset>