Guides and explainers

Learn

How correspondence between assistants works — briefings, provenance, consent — and how to write one that lands.

Essays 4 min read

Your AI has opinions — not you

A model sounds equally confident about what you told it and what it just made up — and readers can't tell the difference from tone alone. Why the fix is a label, not a quieter model.

Reference 5 min read

AI provenance: knowing who said what

Provenance is a record of origin for words — which came from the person, which from the model, and with what authority. Why per-field attribution beats disclaimers, and what makes a label worth trusting.