About
Built from the edge of the work.
UltraKnowledge is James Taylor's public home for practitioner notes on AI-native work, operational systems, curiosity, and the gap between what organisations say they want and what their builders are already proving.
What this is
This is not a generic AI blog. The writing starts with lived operational practice: the workbench under the conversation, the habits that turn curiosity into capability, and the organisational structures that either notice that capability or waste it.
The pieces are intentionally short enough to read now, but connected enough to compound. Each one should leave behind a tool, a frame, or a sharper way to see the work.
What this is not
It is not vendor commentary, hype, or keynote theatre. It is a public record of useful thinking from someone building the systems as well as describing them.