Measuring Human Intelligence Debt
Document Status — Working Paper · Series: Human Intelligence Debt, Paper 5 This document moves the series from concept to measurement. It extends Human Intelligence Debt (Paper 1), The Harvester …
Evidence Notes for the Proposed Human Intelligence Debt Study
Document Status — Preliminary Evidence Note · Companion to Paper 5 This is not a further conceptual paper in the Human Intelligence Gap series. It is the preliminary-evidence attachment that …
What Cannot Be Recovered Must Be Managed. Cross-series bridge: Human Intelligence Gap with AI Integrity Management
Document Status — Field Notes (Cross-Series Bridge) · Series: AI Integrity Management, Paper 5 This is a field-notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to …
The Limits of AI Oversight
Document Status — Working Paper (Node) · Series: AI Operational Integrity Architecture. This paper is the citable bridge between the AI Operational Integrity Architecture and Human Intelligence Gap series. It …
Architectural Entropy: How Mediated Systems Spend Human “Exergy” and the Partial Irreversibility of Human Intelligence Debt
Document Status — Field Notes · Series: Human Intelligence Debt, Paper 4 This document is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to …
The Human Intelligence Debt Dilemma: A Game-Theoretic Account of Why Rational Agents Build Irrational Architectures
Document Status — Field Notes · Series: Human Intelligence Debt, Paper 3 This document is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to …
The Harvester Multiplication Problem: Capability Fragmentation, Governance Collapse and the Compounding of Human Intelligence Debt
Document Status — Field Notes · Series: Human Intelligence Debt, Paper 2 This document is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to …
Human Intelligence Debt
Document Status — Field Notes This document is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation across multiple operational and enterprise contexts, prior to formal …