Lecture 4.1
The discipline builds many parts — decomposed rules, compiled artifacts, verification records. This lecture assembles them into one named model: six layers running from the authoritative source to the institutional record, with a clear statement of what each layer is responsible for and where authority actually becomes operational.
Supports Law 4 — Authority Must Precede Automation. →Learning objectives
After this lesson, the reader should understand:
Concept framework
Six layers
Case study
An institution has machine-readable rules and an audit log. It says its AI decisions are governed. Which layers does it actually have?
Usually two: a computational representation and an institutional record, with the four layers between them missing. The rules are readable but not issued under a versioned authority artifact; the runtime evaluates them but carries no representation of the delegation or the evidence boundary; the decision is produced by a model's response rather than by declared execution semantics; the log records outcomes it cannot reproduce. The architecture is not a maturity ladder to climb slowly — the middle four layers are where authority becomes operational, and an institution that skips them has automated interpretation, not governed it.
Discussion questions
Exercise
Map one governed decision onto the six layers.
Research notes