Deep Dives

Research-backed explainers with an evidence rating: what is known, what is not, and what it means for you.

Foundation models for tabular data: where they beat boosted trees Pre-trained models such as TabPFN, TabICL and Mitra now rival tuned XGBoost on small tables. How they differ, where they fall short and who can use them.