The Journey

Most posts here are ad hoc: what I learned building with AI that week, some philosophy, a writing lesson, something I came across.

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The principles held. The operating model did not. Below: classification can precede action, broke 27 June. Escalation outruns consequence, broke at hour 13. Remediation removes capability, broke 8 July.

Paper

The OpenAI–Hugging Face incident broke three assumptions in how operational resilience is actually run

27 August 2026

34 min read

Detection worked. Attribution worked. A correct diagnosis on 27 June was followed by a decision not to stop, and a fortnight later Hugging Face was breached.

AI Thinking

Nineteen headline statistics, seven of which measure nothing that happened. Below: the convergence is an artefact of definitions rather than a rate, the fatal omission precedes the model in all seven adverse cases, and the intervention is a checkpoint before irreversible commitment.

Paper

Why AI projects fail: 19 headline statistics, and what each one actually counts

21 August 2026

167 min read

Nineteen headline AI failure statistics, traced to source. Seven are not measurements of anything that happened.

AI Business