Contribution to the handbook
Supporting · Assessed 2026-10-27
The reported proposals—regulatory checks and public information about system operation—offer useful background for safeguards affecting people subject to automated assessments. The evidence is narrow and does not establish the proposals’ effectiveness or specify a full governance mechanism.
Does this challenge the goal?
None identified
The question asks about protections proposed for one type of automated assessment, which fits the handbook’s exploration of citizen safeguards without contesting its goal.
The packet reports attributed proposals but does not evaluate how well they would work or settle the concern about gaming.
Why this category?
- Provides a concrete example of proposed protections and a stated objection concerning gaming.
- The evidence is limited to an attributed proposal in the credit-assessment context, not an evaluated safeguard.
The source does not provide the supporting evidence needed to assess the gaming objection, nor does it show whether the proposed checks or public information protect people in practice.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
Authority, accountability and resilience →
Making and interpreting laws →
Read the exploration goalIdentify their proposed safeguards, including regulatory checks and public information about how the assessments work.
What we can say so far
Danaher reports that Citron and Pasquale proposed regulatory checks and public information about how automated credit-assessment systems work, to protect people who could be unfairly labeled by automated predictions. They also dismissed concerns that people might game the systems, citing a lack of credible supporting evidence; the supplied passage does not provide the evidence needed to assess that point.
What remains open
- The supplied passage does not provide the evidence needed to judge the concern about people gaming the systems.
Conditions and limits
- The account is based on the full readable author manuscript from an accessible mirror, not the publisher's typeset version.
- The proposals and position on gaming concerns are attributed to Citron and Pasquale, as reported by Danaher.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
supports
Checks and public information For credit assessments, Citron and Pasquale call for protection of people who could be unfairly labeled by automated predictions. They propose regulatory checks and public information about how the systems work; they dismiss concerns that people might game the systems because, in their view, credible supporting evidence was lacking.
Directly reports the proposed regulatory checks and public information, along with the authors' position on gaming concerns.
The Threat of Algocracy: Reality, Resistance and Accommodation
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