A starting point for discussion
The idea
The author defines an algocracy as a system in which algorithms shape people’s actions. The definition does not require one particular kind of technology. The author focuses here on systems that use data mining, a process for finding patterns in data. Systems shaped by algorithms can overlap with markets and bureaucracies, and can involve people to different degrees or be fully automated.
Place in the reasoning
AI assessment · Connected to reasoning
This defines algocracy in terms of algorithms structuring action, notes overlap with markets and bureaucracies, and narrows the article’s particular focus to data-mining systems.
Computer systems can shape what people do without taking over
The account of algorithms structuring action and the qualification that human involvement can vary closely match the narrative’s bounded description of algorithmic influence.
What this means and why it matters
What this means
Markets shape action through prices, bureaucracies through laws and rules, and algocracies through algorithms, or sets of steps or rules for solving a problem or carrying out a task. The general definition does not depend on a particular technology; the author focuses especially on data-mining algorithms.
Why it matters
This distinction makes clear that data mining is not required for every algocracy. It also shows that systems shaped by algorithms can be part of existing legal or bureaucratic arrangements rather than replacing them.
Illustrative example
A hypothetical public office could use algorithms to shape staff decisions while remaining part of an existing legal system.
Conditions & assumptions
Source coverage: Full readable text of the author manuscript from an accessible mirror; not the publisher typeset version. The passage distinguishes systems by what structures people’s actions, says their boundaries can overlap, and says the general definition can apply to different kinds of technology before narrowing the discussion to data mining. Addresses: The meaning and scope of algocracy
Questions this connects to
AI-suggested relationships. Authors have not necessarily responded to one another.