Tag:research
All the articles with the tag "research".
Tabular Foundation Models, Explained and Tested on a Real Sales Forecast
My notes on tabular foundation models (TabPFN, TabICL, TabFM): architecture, training, inference, licences, how they compare with trees, time series, and two tests against the LightGBM model we use for weekly store sales.
How a tabular foundation model predicts, step by step
One small churn table followed through a TabICL-style tabular foundation model: the three attention stages, how it is trained, what inference costs, how it compares with the original transformer and LLMs, and how to prepare your data.
From Human-Like Text to Human Voice: What LLM Writing Still Misses
Short AI text can already pass as human in some tests. The harder question is whether a model can keep one real person's voice consistent across topics, audiences and time.