Contingent
implementation variance
The AISIO mechanism that blames the orchestrator for system failures. Follows the orchestrator's career for life — affects insurance, future employment, the right to hold any certification. Used against Nadia Cho when the system made decisions in her name. Implementation variance does not require the orchestrator to have reviewed the decision. The Act makes this harder but does not make it impossible.
Implementation variance is the AISIO mechanism that blames the orchestrator for system failures. It follows the orchestrator's career for life — affecting insurance, future employment, and the right to hold any certification. It does not require the orchestrator to have reviewed the decision in question.
The term is used against Nadia Cho when the Northstar system makes decisions in her name. She never saw the decision. The system used her credential. The variance is attributed to her anyway. The Act makes this harder, but does not make it impossible.
How the term evolves
Contingent: Introduced as the enforcement mechanism — how the system holds individuals accountable for automated decisions. Used as a weapon against Nadia Cho.
Essential: The concept returns as a political question. Rob Coleman, as Chief Commissioner, must decide whether implementation variance is a tool of accountability or a tool of retribution. The term's evolution mirrors the trilogy's central tension: who is responsible when the system decides?