# Category Capture **Domain:** Administration / Modeling / Governance **Doc Type:** Failure-Mode Node **Maturity:** Developed ## Definition **Category capture** occurs when an administrative or computational category begins to substitute for the reality it was intended to describe and then shapes subsequent evidence around itself. ## Governing Variable Category capture governs recognized identity or condition: the label becomes more operationally consequential than contradictory local evidence. ## Material and Computational Manifestation A classification can determine inspection, eligibility, risk, treatment or access. If downstream systems reuse it and altered opportunities generate confirming outcomes, the category becomes self-reinforcing. ## Relation to Governance [[wiki/State Legibility|State Legibility]] requires simplification. Category capture is the failure mode in which simplification loses its evidentiary boundary. [[wiki/Representational Due Process|Representational Due Process]] supplies correction and appeal. ## Failure Modes The category may be useful on average and still wrong in a consequential case. Lack of provenance, context collapse and one-way propagation make correction practically impossible. ## Related Ontology [[wiki/State Legibility|State Legibility]] · [[wiki/Model Error|Model Error]] · [[wiki/Evidence Boundary|Evidence Boundary]] · [[wiki/Operational Representation|Operational Representation]] ## Relationships - **Edge source route:** [[collections/Edge|Edge]] connects this topic to exact Annual Question passages promoted into the Simple Reminders archive. ## Simple Reminders, Quotations, and Thoughts > “Technology is fairly good at controlling external reality to promote our real biological fitness, but it's even better at delivering fake fitness — subjective cues of survival and reproduction, without the real-world effects.” > **— Geoffrey Miller**, *2006, Edge Annual Question: “WHAT IS YOUR DANGEROUS IDEA?”* [[reminders/Capture/Technology Delivers Fake Fitness Better Than Real Fitness by Geoffrey Miller|Technology Delivers Fake Fitness Better Than Real Fitness by Geoffrey Miller]] > “The new medium (which begins as a representation of the old medium) eclipses the old. The prize becomes more important than the achievement. The genes become more important than the organism.” > **— W. Daniel Hillis**, *2004, Edge Annual Question: “WHAT'S YOUR LAW?”* [[reminders/Cybernetics/The Representation Eclipses the Thing It Represents by W. Daniel Hillis|The Representation Eclipses the Thing It Represents by W. Daniel Hillis]] > “Like many others, I mistakenly interpreted a technical structure as a metaphor for human liberty. In recent years, we have seen clear signs that while the Net may be a decentralized communications system, its technical and commercial workings actually promote the centralization of power and control.” > **— Nicholas G. Carr**, *2008, Edge Annual Question: “WHAT HAVE YOU CHANGED YOUR MIND ABOUT? WHY?”* [[reminders/Capture/A Technical Structure Is Not a Metaphor for Liberty by Nicholas G. Carr|A Technical Structure Is Not a Metaphor for Liberty by Nicholas G. Carr]] > “What will be the use of 99% of humanity for the 1%?” > **— David Haig**, *2018, Edge Annual Question: “WHAT IS THE LAST QUESTION?”* [[reminders/Capture/What Will Be the Use of the Ninety-Nine Percent by David Haig|What Will Be the Use of the Ninety-Nine Percent by David Haig]]