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

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/

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-06
DOI
https://doi.org/10.5281/zenodo.19664688
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Oybek Khodjaev
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

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

Oybek Khodjaev
article en

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/

Zenodo (CERN European Organization for Nuclear Research)
Contextual Change (United States) (US)
Reduced inequalities
Openalex Percentile: Top 5%
Ethics and Social Impacts of AI
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