Models and meaning

Garden theme 02

How do models turn observations into useful representations, and where do those representations stop?

Published

Criteria move the answers. Separation moves discriminability.

A worked example showing how decision thresholds change responses without changing fixed discriminability.

Note · 2026

Published

An ongoing DistilHuBERT study comparing ordinary and masked positional BatchNorm under minimal and additional padding.

Ongoing study

Note · 2026

Published

Evaluate a local agent by the useful result after preparation, review, correction, and unsuccessful attempts.

Note · 2026

Published

A bounded local worker for repository exploration, first-pass reviews, diagnostics, and candidate patches.

Project · 2026

Published

A small hands-on path into the mechanics behind a model.

Article · 2025

Published

Text data visualization and analysis of Netflix titles.

Article · 2023

Published

An experiment in NLP and text classification using football news.

Article · 2023

Published

An experiment with Elastic-net regression and decision-tree boosting on FIFA 23 player ratings.

Article · 2023