Contribution to the handbook
Supporting · Assessed 2026-10-27
This offers a narrow ethical framing for process-and-results tradeoffs, useful as background but not itself a governance design, implementation choice, or test.
Does this challenge the goal?
None identified
The question asks about the author’s ethical framing; it does not contest the exploration’s goal or identify a missing governance mechanism.
The evidence reports a brief analogy to consequentialist–deontological debate and does not develop a fuller mapping.
Why this category?
- useful background
- ethical framing of tradeoffs
The source offers an author’s framing in a footnote, not an adopted governance standard or a developed account of the ethical debate.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
Authority, accountability and resilience →
Read the exploration goalIdentify the consequentialist–deontological debate as the comparison the author draws, without attributing a fuller mapping of the positions to him.
What we can say so far
The author connects the troubling conclusions of relying solely on results or solely on process to the consequentialist–deontological debate in ethics. He does not, in the supplied passage, give a fuller mapping of either ethical position to those approaches.
What remains open
No material gap is recorded within this part’s current scope.
Conditions and limits
- The evidence is an AI interpretation of the author’s manuscript from an accessible mirror, not the publisher’s typeset version or independent new evidence.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
context
One view judges outcomes The author says there are three broad schools of thought about what makes a public decision process legitimate. In the supplied passage, only one is described: pure instrumentalists judge legitimacy solely by a process’s consequences. The other two schools are not explained here.
Describes the result-focused approach but does not identify the ethical debate.
The Threat of Algocracy: Reality, Resistance and Accommodation
Read full source: The Threat of Algocracy: Reality, Resistance and Accommodation (opens in a new tab) ↗Read source discussion: The Threat of Algocracy: Reality, Resistance and Accommodation →
context
Three ways to judge a process The author describes three broad ways to judge public decision-making: by its results, by features of the process itself, or by both.
Provides the broad categories of result-focused, process-focused, and combined approaches.
The Threat of Algocracy: Reality, Resistance and Accommodation
Read full source: The Threat of Algocracy: Reality, Resistance and Accommodation (opens in a new tab) ↗Read source discussion: The Threat of Algocracy: Reality, Resistance and Accommodation →
context
Judging by results A result-focused approach treats a decision process as acceptable because it achieves valuable aims, such as reducing crime or improving well-being.
Explains the result-focused approach, without naming the ethical debate.
The Threat of Algocracy: Reality, Resistance and Accommodation
Read full source: The Threat of Algocracy: Reality, Resistance and Accommodation (opens in a new tab) ↗