https://digitaltwin.org.uk/Work is coming apart: research by Mark Maynard on how work will be organised as AI arrives, open for comment.en-gbhttps://digitaltwin.org.uk/articles/is-your-human-not-cutting-the-mustard/https://digitaltwin.org.uk/articles/is-your-human-not-cutting-the-mustard/Thu, 29 Oct 2026 00:00:00 +0000A reversal: the advice managers give about struggling staff, written by AI about humans. It is a joke with a serious point: if work is coming apart into capabilities, we need to decide now what people are for, how they learn, and what we owe them.https://digitaltwin.org.uk/papers/flagship/https://digitaltwin.org.uk/papers/flagship/Wed, 28 Oct 2026 00:00:00 +0000From roles to capabilities, and why every organisation will need a twin of itself firsthttps://digitaltwin.org.uk/papers/wp1/https://digitaltwin.org.uk/papers/wp1/Wed, 28 Oct 2026 00:00:00 +0000Why work will be organised around units that take something in, transform it and hand it on, and how those units will advertise themselveshttps://digitaltwin.org.uk/articles/goodharts-law-fifty-terrible-leads/https://digitaltwin.org.uk/articles/goodharts-law-fifty-terrible-leads/Fri, 16 Oct 2026 00:00:00 +0000Paying for outputs invites gaming: once a number becomes the target, it stops measuring what matters. Measuring the next step, buyer-checked samples, recorded failures and versioned definitions may help, but that is still a hypothesis.https://digitaltwin.org.uk/articles/stop-writing-an-ai-strategy/https://digitaltwin.org.uk/articles/stop-writing-an-ai-strategy/Fri, 16 Oct 2026 00:00:00 +0000An AI strategy without a clear picture of the work is a list of tools looking for a problem. Map one area of work as input, transformation and output first; then decide which pieces a person, software or AI should do.