What question did this study set out to answer?

The aim is to explore how decision-making shifts from humans to automated systems and the implications of this shift.

April 22, 2026Open Access

The Agency Transfer: What Happens When Machines Make Decisions Humans Used to Make

Key Points

The aim is to explore how decision-making shifts from humans to automated systems and the implications of this shift.
Analyzes historical examples of automation in banking and healthcare.
Proposes the concept of agency transfer audit.
Identifies dimensions of reversibility in decision-making processes.
Establishes that agency transfer is a gradient rather than a binary switch.
Argues that operational reversal becomes impractical as human capacity declines.
Suggests current governance lacks metrics for assessing agency transfer.

Abstract

Agency transfer — the migration of consequential decisions from human judgment to automated systems — is not a binary event. It is a gradient with a threshold beyond which reversal becomes operationally non-viable. Drawing on banking automation in 1990s Uzbekistan, the live rollout of electronic prescriptions (DMED), and the classical automation literature (Bainbridge, Parasuraman), this essay names the mechanism through which the correction window closes: not through crisis, but through the quiet atrophy of human institutional capacity. It proposes an operational instrument — the agency transfer audit — and identifies three dimensions of reversibility that current governance frameworks do not measure. Essay 8 of the series Beyond Control: Theory of Limits of AI Governance by Oybek Khodjaev (INVEXI LLC, Tashkent, Uzbekistan). Full text: https://okhodjaev.com/essays/the-agency-transfer/

Read Full Paperexternally

KI fragen

Bookmark

View Full Paper