Consequence
What continues to shape later decisions after the interaction ends.
A correction that improves tomorrow's answer can later become stale. A permission valid in one system can be treated as though it survived migration into another. These failures differ in their legal and technical details, but they share a structural source: relationship state has become consequential without an adequate account of its provenance, validity, correction, and authority.
This research examines the configuration required when retained state begins to shape later interaction: what must be recorded, what must remain contestable, what may travel, and what has to be reevaluated before a receiving system acts.
Where this is developed and tested
- Governing Relationship State — lawful continuing reliance, not technical possession, as the central governance problem.
- Human Agency Under Consequential State — a framework for the interval after consequential state changes, reporting two bounded public-record pilots, and its companion policy paper developing the Consequence Revalidation Framework and corrective continuity.
- When Correction Cannot Catch the System — separates accepted correction from effective correction and proposes temporal adequacy as a test of whether human authority still reaches the reliance paths that remain.
- Authority Does Not Travel by Default — what a receiving system must reevaluate before relying on state that crossed a boundary.
The current empirical priority tests exactly this question; see Testing whether a correction reaches what depends on it. How claims like these are labeled and supported is explained on Evidence.