Perspective Beyond · Mind Atlas
Architectural Entropy: How Mediated Systems Spend Human “Exergy” and the Partial Irreversibility of Human Intelligence Debt
This document is a field notes paper : a structured conceptual contribution grounded in direct practitioner observation, prior to formal empirical validation. It extends the framework introduced in Human Intelligence Debt: A Socio-Technical Metric for Measuring the Human Cost of Imperfect Data Flows (Paper 1), developed in The Harvester Multiplication Problem (Paper 2), and extended in The Human Intelligence Debt Dilemma (Paper 3). Readers unfamiliar with the core definitions — Human Intelligence Contribution Ratio (HICR), Human Intelligence Contribution Target (HICT), and Human Intelligence Debt (HID) — are encouraged to read those papers first. The next stage of this series will be a working paper developing the measurement methodology and a preregistered empirical research protocol; empirical results will follow instrument validation.
How Mediated Architectures Spend Accumulated Human Capability — and Why Paying the Debt Back Is Not Free
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Relationships of this piece
11 connections.
→ Carga de coordinación
documenta el concepto
→ Capacidad humana utilizable
documenta el concepto
→ Coeficiente de recuperación de capacidad (ρ)
documenta el concepto
→ Activación y cierre de misión
documenta el concepto
← Case Study: HT
hypothesis
A testable question is whether newly perceived options become usable only when the operating architecture also permits action.
→ Measuring Human Intelligence Debt
documented use
The recovery coefficient turns the atrophy claim into a bounded question: how much released capacity becomes genuine contribution again for the same capability and cohort?
← The Human Side of Tiger Teams
analogy only
An intense intervention should end with recovery and transfer conditions that preserve the team's capability rather than treating sustained overload as proof of commitment.
← Entropy, Capability Activation and Sociotechnical Engineering
editorial comparison
For a complementary reading, see [Architectural entropy and Human Intelligence Debt](https://tegrity.ai/architectural-entropy-how-mediated-systems-spend-human-exergy-and-the-partial-irreversibility-of-human-intelligence-debt/).
→ Entropy, Capability Activation and Sociotechnical Engineering
editorial comparison
For a complementary reading, see [Capability activation under operating constraints](https://jubap.us/entropy-capability-activation-and-sociotechnical-engineering/).
← DDS Potential Contributions Register
referencia de la fuente
La fuente enlaza esta lectura en «8.2 Other article sources» con el rótulo «Published source».
← Annex 01K — Human Capacity / Human Intelligence Debt
referencia de la fuente
La fuente enlaza esta lectura en «Annex A — Human Intelligence Debt / Human Intelligence Gap source map» con el rótulo «Architectural Entropy — Paper 4».