Articles
Preparing the article archive.
What College Is For When Every Student Has an AI Tutor
Aug 27, 2026
When broad instructional help is always available, a university's scarce value becomes the people who challenge students and the work they learn to do together.
What Did the Demo Prove?
Aug 20, 2026
Demos, dashboards, and experiments can all be honest while still creating false confidence. Product value depends on matching the evidence to the claim and the next decision.
How I Build Presentations with Codex and Other Frontier Tools
Aug 18, 2026
A generated deck should be designed for the next human edit, from the number of objects on a slide to the template, notes, and companion versions around it.
Where the Smartest Model Belongs
Aug 13, 2026
Model routing should follow the cost of being wrong: concentrate frontier reasoning where errors spread, then bound the remaining work with explicit contracts and evidence.
When Source Code Outruns Human Review
Aug 4, 2026
As AI-generated code outgrows human attention, trust will shift from routine source inspection to evidence, controls, and risk-based escalation.