<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/predicting-model-performance</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/loss-extrapolation</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/from-loss-to-capabilities</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/uncertainty-quantification</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/prediction-reliability</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/practical-forecasting-workflows</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/limitations-and-impact</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/summary</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/key-parameters</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/predicting-model-performance-scaling-laws/quiz</loc><lastmod>2025-11-02T20:45:00.000Z</lastmod></url></urlset>