Contribution to the handbook
Supporting · Assessed 2026-10-27
This is useful context for interpreting the source material, but the question as framed does not itself specify a governance design, consequential tradeoff, or implementation test.
Does this challenge the goal?
None identified
The question clarifies the source’s terminology and scope; it does not contest the exploration’s goal, assumptions, or beneficiary boundary.
The supplied interpretations give a broad definition and the author’s stated focus, but do not assess particular algorithms or governance systems.
Why this category?
- useful source context
- limited direct design contribution
The context may help interpret related claims, but the evidence does not show that this terminology clarification changes a system-design choice.
This is an AI assessment of contribution to the goal, separate from whether the question has an answer.
State what the article means by an algorithm.
What we can say so far
Danaher uses “algorithm” to mean a set of steps that transforms inputs into an output. In the article’s decision-making context, algorithms also collect, combine, and organize data, and help process and communicate it through a governance system.
What remains open
No material gap is recorded within this part’s current scope.
Conditions and limits
- This is an account of the author’s position based on the readable author manuscript from an accessible mirror, not the publisher’s typeset version.
- The descriptions are AI interpretations of shared source material, not independent new evidence.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
supports
A computer recipe for an output An algorithm is a set of steps that turns inputs into an output. Danaher focuses on computer-programmed algorithms because he sees them as closely linked to the data revolution.
Directly states that an algorithm is a set of steps turning inputs into an output.
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 →
supports
Algorithms organize decision work In Danaher’s definition, algorithms collect, combine and organize data used in decisions, and help process and communicate that data through a governance system. This can shape how people interact with each other, with the data and with the wider community affected by the system.
Adds the article’s governance-context description of how algorithms organize, process, and communicate decision data.
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 →
Explain why it focuses on computer-programmed algorithms.
What we can say so far
Danaher focuses on computer-programmed algorithms because he sees them as closely linked to the data revolution. The other passage clarifies that his specific focus is data-mining systems, while his broader account of algocracy is not limited to one technology.
What remains open
No material gap is recorded within this part’s current scope.
Conditions and limits
- This is an interpretation of the readable author manuscript from an accessible mirror, not the publisher’s typeset version or independent new evidence.
- The stated rationale is the author’s perceived link to the data revolution; the evidence does not establish an empirical effect.
Evidence and related ideas
Supporting evidence, qualifications and context play different roles in this answer.
supports
A computer recipe for an output An algorithm is a set of steps that turns inputs into an output. Danaher focuses on computer-programmed algorithms because he sees them as closely linked to the data revolution.
States that Danaher focuses on computer-programmed algorithms because he sees them as closely linked to the data revolution.
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
How algocracy differs The author defines an algocracy by the role algorithms play in structuring people’s actions, without requiring one particular kind of technology. The author’s specific focus here is on data-mining systems. Algocratic systems can overlap with markets and bureaucracies and can involve people to varying degrees, or be fully automated.
Clarifies that the specific discussion focuses on data-mining systems, while the broader definition of algocracy is open to different technologies.
The Threat of Algocracy: Reality, Resistance and Accommodation
Read full source ↗