Human Control
Functional Oversight
Functional oversight is human supervision with sufficient visibility, understanding, authority, and time to change system behavior.
What It Explains
The problem this framework makes visible.
What genuine human control requires beyond nominal review.
Framework Development
Canonical expansion follows.
Launch page active
This page establishes the permanent URL, research classification, definition, and visual identity for the framework. Add the full mechanism, failure signatures, related publications, and dedicated framework visual as the corpus is populated.