While waiting for a plumber on a Saturday morning, I started a bit of vibe coding on an idea that was hanging round after I'd looked at what Andrej Karpathy had done last week with his US Job Market Visualizer. Andrej Karpathy's project maps U.S.
Most enterprise architecture teams produce inconsistent artefacts because they rely on conventions that live in people's heads. AI agents make this worse unless you give them explicit, deterministic standards. I built an open-source framework that does exactly that. Early last year I started using AI agentic tools seriously
A guide to preparing to make the best use agentic AI in research, navigating the search space of ideas, avoiding research debt, and preparing for agentic discovery. In the early 1990s, I was at Edinburgh University during the foundation stages of the Edinburgh Parallel Computing Centre (EPCC), pursuing my PhD
Fractal Geometry
Provides a mathematical bridge from fractal geometry to hierarchical time series and the embedding spaces that AI models and transformers operate on.
fractals
Iterated Function Systems use a small set of shrinking functions to generate intricate fractals through repetition. This article builds the theory from the Hutchinson operator to the Collage Theorem — the first in a series extending IFS to hierarchical time series analysis.
AI will amplify the firehose of work. But you can build a better funnel. This article is mainly for enterprise architects and IT professionals but the concepts apply equally to any knowledge work. We talk about the science of why you feel overwhelmed, the surprisingly simple fix, and how to