Auditable by Design
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
State
High-stakes systems can be built as pipelines of well-tested, auditable components — trading some capability for accountability, with the trade stated as a purchase.
Show
Readable rules where rules suffice, learned stages where they must be, audit points between — an architecture choice, not a research hope.
Watch for
Organizations that refuse to state the trade end up with accuracy measured and answerability assumed.