The board asked for an AI strategy. What they got was a vendor presentation dressed in strategy's clothes. The vocabulary is being set by people with a commercial interest in your confusion. AI is not complicated. The industry around it is. What follows is the version of this conversation that the hyperbolic presentations skip. Here's the AI landscape for executives.

A review of research paper 'The AI Layoff Trap' by Falk and Tsoukalas

Review of the AI-powered Grand National 2026 prediction and statistical analysis

Evaluating Claude Sonnet 4.6 for 'reasoning redline', defensive hallucinations and structural bias.

Training a specific AI model to recognise koi and categorise them more effectively than an Anthropic off-the-shelf LLM.

Building an Anthropic-powered image recognition tool for koi breeds and individual fish

This project explores Claude's data analysis capabilities, with the upcoming Grand National as it's subject.