Sofia Pires
Free Lesson

Thinking with Machines and Building the Skills we Need

30 min
Dec 11, 2026 9:00 AM

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What you'll learn

Reframing AI promises

W'll be starting with Turing’s question and find what AI’s promise really asks of us.

Reflecting on the human cost

Learn how System 3 can bypass your thinking, why juniors lose practice, and when handing over to AI is fine.

Defining which skills to build, keep and release

Choose the skills you will grow, the ones you will protect, and the tasks you can hand to AI without losing quality.

Why this topic matters

AI now can do the work we used to learn from. As we hand it over, own thinking can quietly fade, for individuals and for organisations. My recommendation isn’t using less AI. It's using it intentionally for skills building. It’s choosing every day, with every task, which skills to build, which to keep and which tasks to release, so that being better workers and thinkers is a biproduct of being more productive.

You'll learn from

Sofia Pires

Sofia Pires

Skills Officer at The Alan Turing Insitute and Independent AI Researcher

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