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15 things I have learned launching AI projects - Part 3

Tue, 07 Apr 2026 13:00:00 +0000

Systemic issues in AI adoption

In the previous issues of this multi-part blog post I shared some lessons in AI adoption that pertain to definition and framing of the opportunity. We’re now looking at the systemic, structural issues that can impede proper adoption. To note, I don’t go into technical details in this blog series (maybe one for later?). But if you want to learn more about the technical issues and opportunities that a technical adopter may face, head to Simon Willison’s blog. I’ve learned a lot of my tech skills in AI from him.

15 things I have learned launching AI projects - Part 2

Mon, 30 Mar 2026 09:02:00 +0000

What does AI adoption means in practice

Part 1 was a preamble based on framing AI in the context of building solutions. Here, we get a bit more practical detail.

15 things I have learned launching AI projects - Part 1

Mon, 30 Mar 2026 09:01:00 +0000

The context in which we build AI

This is a little preamble because it’s mostly about how to frame AI in a way that makes you… forget about AI.

15 things I have learned launching AI projects - Index

Mon, 30 Mar 2026 09:00:00 +0000

In 2020, I joined the NHS AI Lab. Part of the now defunct NHSX (a joint digital unit between NHS England and the Department for Health and Social Care), the AI Lab was a £250M initiative to develop and deploy safe, ethical AI across the UK healthcare system.