Papers
- 23 Jun 2026 Fifty Years of Specification Completeness: What Aviation Certification Tells AI Governance About Epoch Limits, Proof Surfaces, and the Structural Gap
Maps three structural requirements that aviation software certification has enforced since 1992 onto AI governance documents, showing that no existing framework requires these properties of individual governance artefacts.
- 22 Apr 2026 Structural Quality Gaps in Practitioner AI Governance Prompts: An Empirical Study Using a Five-Principle Evaluation Framework
Introduces a five-principle framework for evaluating AI governance prompt quality and applies it empirically to 34 real governance files, finding 37% fall below the structural completeness threshold.
- 26 Mar 2026 The Specification as Quality Gate: Three Hypotheses on AI-Assisted Code Review
Argues that AI code review is structurally circular without an executable specification, and proposes three testable hypotheses showing how specifications break the circularity and enable reliable AI assistance at scale.