The canon
Writing from the coherence layer.
Published here first. The authority stays at the source – cross-posted to Substack and LinkedIn, never originated there. Each piece carries a self-referential canonical link back to this page.
Three strategy brands in eight years, profits up, 22,000 people trained in AI, and a nationwide outage from a defect logged in 2022. A live read from public evidence only, date-stamped.
A five-year promise, a five-month reversal, and a strong quarter that answered the market but not the coordination question.
Four identity transitions, one operating model. The August 2026 markdown is not evidence of collapse; it is a price attached to uncertainty the market's instruments cannot locate.
Meta restructured around 15,000 roles on a forecast about AI-agent capability that had not been validated. What the public record shows about agency, reciprocity, alignment and signal integrity.
AI transformation under pressure. One diagnostic lens applied to ten transformations playing out in public, using public evidence only. The lens, the method, the episode ledger, and how to cite it.
Most AI systems optimise for output. The bottleneck is whether the human inside the system gets clarity, agency, or noise – not whether the model shipped. Four receiver-side conditions most product dashboards do not measure. Revised 5 September 2026.
Fast-scaling companies mistake an operating-model problem for a product problem. What it costs, how we measure it, and what changes when AI enters.
Five provisional patent applications on the coherence substrate, priority 13 May 2026. Nine trade marks on the language that names it.
The organisation that builds an AI product and the AI product itself are one coherence chain.
Neurodiversity is not the problem the system has to handle. It is the substrate the system has to be built from.
Four research houses are circling the same gap from four vantages. None of them has named it as one thing.
Drafts marked counsel-gated hold until publication sign-off. The canon never originates elsewhere – Substack and LinkedIn carry copies that point back here.