<?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/knowledge-is-not-experience-and-ai</loc><news:news><news:publication><news:name>Forge Signals</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-17T11:51:27+00:00</news:publication_date><news:title>Knowledge Is Not Experience, and AI Cannot Collapse the Difference</news:title></news:news></url><url><loc>https://signals.forgedculture.com/p/a-valid-login-is-not-a-valid-decision</loc><news:news><news:publication><news:name>Forge Signals</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-17T10:57:57+00:00</news:publication_date><news:title>A Valid Login Is Not a Valid Decision</news:title></news:news></url><url><loc>https://signals.forgedculture.com/p/when-classification-gets-authority</loc><news:news><news:publication><news:name>Forge Signals</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-17T01:37:20+00:00</news:publication_date><news:title>When Classification Gets Authority</news:title></news:news></url></urlset>