Notes

Writing · Notes

Short observations.

Concise explanations with a clear point and a stated limit.

Published

Why counts and population rates can produce different rankings, and what neither measure can establish alone.

Note · 2026

Published

Why repeated frame measurements do not provide the same information as independently sampled films.

Note · 2026

Published

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