Shaping the future of education.

We share what we know about AI, careers, and building things. Useful content for students and anyone curious, from people who have been there.

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We have spent 5+ years working in AI, data science, and researchwith roles spanning Google DeepMind, law, government, and consulting. Alongside this, we have taught and supervised master's students at a top 10 university in the world for over four years.

Where we have worked

OxfordGoogle DeepMindUCLGovernment Digital ServiceMishcon de ReyavLexERMOxfordGoogle DeepMindUCLGovernment Digital ServiceMishcon de ReyavLexERM

What we write about

Honest advice on careers, AI, and making the most of your time at university. No fluff.

LatestAIcareer

How to use AI before you start your career

AI is already reshaping what employers expect. Here is how to use it well, use it honestly, and stand out because of it.

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careertech

How to get into tech from any degree

You do not need a computer science degree to work in tech. Here is what actually matters and how to position yourself.

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universityadvice

What I wish I knew in first year

Honest advice from people who have taught and supervised hundreds of university students.

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We also talk to people

If you are a student figuring things out, or a university thinking about relevance, we are always happy to chat. No pitch, no agenda.

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