A systems-engineering thesis on why AI is making ordinary application implementation increasingly replaceable while product intent, data, contracts, provenance, and validation become the durable assets.
Published
Enterprise ArchitectureSource AuthorityContext As CodeStrategy
Article-first SharePlane thesis defining demo debt as the liability created when impressive AI demos are mistaken for supportable operational capability.
The AI Underclass Will Be Built With Access Controls
Article-first public-safe editorial op-ed on frontier AI access controls, strategic infrastructure, and the risk of metered or delayed access to advanced models.
Article-first SharePlane op-ed arguing that AI makes high-context internal judgment more valuable, so enterprises should outsource capacity rather than the cognitive center of the business.
A premium source-derived strategy artifact explaining why cheap AI execution commoditizes known work and moves advantage toward frontier scouting, better questions, verification, and workflow redesign.
Published
AI GovernanceStrategyTeaching ArtifactsStatic Publishing