Tag: ml

All the articles with the tag "ml".

• The Support Set Is the Model

  31 Jul, 2026

  Tabular foundation models do their learning inside a context window, which means the ten thousand rows you hand them matter more than which model you picked. Support-set selection is a retrieval problem, and almost nobody is measuring it.

• Fraud Detection at Sub-200ms: The Latency Budget Nobody Talks About

  17 Oct, 2023

  Real-time fraud scoring that lives inside the payment authorization path has a tiny latency budget, and a slightly worse model that fits it beats a better one that does not.

• A Forecasting Ensemble That Actually Ships

  19 Sep, 2023

  A demand-forecasting ensemble (a classical statistical model, a sequence model, and gradient boosting) that took accuracy far enough to cut inventory hard, plus the boring data problems that mattered more than the model.

• Your Recommendation Engine Doesn't Need Deep Learning (Yet)

  21 Mar, 2023

  Collaborative filtering and plain co-occurrence carried a marketplace recommender to hundreds of millions of recs a day. The exact point where deep ranking earned its complexity, and why most teams reach for it a year early.