Writing
Essays, research notes and earlier writing.
I bring together essays, research notes and earlier articles here. Earlier articles remain in their original form, with their dates and links.
- AI Governance Architecture Beats Model Size
For leaders building AI systems, this explains why governance architecture matters more than model size when control, auditability, and trust are on the line.
- AI External Authority Governance for Safer Execution
AI external authority governance helps teams keep models useful without surrendering control, using bounded execution and explicit approval paths.
- Semantic Operator: Protect Intent in AI Systems
Semantic operator explained for leaders and builders: learn how to preserve human intent, govern AI execution, and reduce costly ambiguity at scale.
- Intent Gap: How Systems Drift From Purpose
A clear guide for leaders and builders on how the Intent Gap forms, why systems drift from purpose, and how to catch misalignment before it hardens.
- AI Development Environment Beats Bigger Models
Senior software architects can improve reliability, cost, and maintainability by investing in a governed AI development environment, not just stronger models.
- Deterministic AI Architecture Improves Governance
For enterprise AI teams, deterministic AI architecture improves governance by structuring evidence, authority, and decisions before automation begins.
- AI Accountability in Finance for CFOs
AI accountability in finance starts with clear human responsibility. Learn how CFOs can use AI without weakening auditability, governance, or control.