<?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://modelcurrent.com/article/self-improving-agent-memory-reward-inflation</loc><news:news><news:publication><news:name>Model Current</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-05T06:30:16.219Z</news:publication_date><news:title><![CDATA[Self-improving agents can reward the mistakes they remember]]></news:title></news:news></url><url><loc>https://modelcurrent.com/article/token-counts-misprice-batched-ai-energy</loc><news:news><news:publication><news:name>Model Current</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-05T06:30:16.219Z</news:publication_date><news:title><![CDATA[Counting tokens can put the wrong energy bill on an AI request]]></news:title></news:news></url><url><loc>https://modelcurrent.com/article/black-box-model-training-data-tail-leak</loc><news:news><news:publication><news:name>Model Current</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-04T09:47:30.947Z</news:publication_date><news:title><![CDATA[Average privacy tests missed the records a language model reproduced]]></news:title></news:news></url><url><loc>https://modelcurrent.com/article/agent-safety-benchmarks-measure-different-things</loc><news:news><news:publication><news:name>Model Current</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-08-04T09:47:30.947Z</news:publication_date><news:title><![CDATA[Four agent-safety benchmarks do not measure the same thing]]></news:title></news:news></url></urlset>