When Asking the Question Changes the Answer
Why the information you need to fix a process can’t be found — only declared — and why declaring it changes the process Document Status — Paper 2 · Series: …
Field Notes
When the Problem Isn’t the Technology
Across four independent fields, large projects fail at the same point — and it has little to do with the tools Document Status — Paper 1 · Series: The Cost …
Meassuring 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 Human Intelligence Debt Propossed 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 …
Minimalistic Regime-Aware Early Warning Systems
Existence, Constructive Realizability, Operational Maximality, Safety Governance, and the Contextual Boundary Problem of a «Sufficiently Good» Detector Document Status — Working Paper · Series: Regime Awareness in Adaptive Systems · …
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 …
Minimalistic Regime-Aware Early Warning Systems Minimalistic Regime-Aware Early Warning Systems Existence, Constructive Realizability, Operational Maximality, Safety Governance, and the Contextual Boundary Problem of a “Sufficiently Good” Detector Abstract This paper …
Regime Awareness Capability: Field Case
From Operational Control to a Domain-Agnostic Framework Document Status — Field Case · Series: Regime Awareness in Adaptive Systems , Paper 1 This document is a field case: a structured …
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 …
The Semantic Tug-of-War: The Turf War for AI Oversight and the Case for «AI Integrity Management»
Document Status — Field Notes · Series: AI Integrity Management, Paper 4 This is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to the …
One Function or Many? The Case For and Against Unified AI Integrity Management
Document Status — Field Notes · Series: AI Integrity Management, Paper 3 This is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to the …
The Case for AI Integrity Management as a Formal Enterprise Function
Document Status — Field Notes · Series: AI Integrity Management, Paper 2 This is a field notes paper: a structured conceptual contribution grounded in direct practitioner observation, prior to the …