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Writing Advice for AI Governance Researchers

20/1/2026

 
This is some advice I often find myself giving people about writing, especially to folks doing AI governance research. 

Write to inform decisions

  • Back-chain from decisions. Make sure you have concrete high-stakes decisions in mind that you’re trying to have your research and writing inform. Imagine yourself in the shoes of someone making that decision. What would you want to know? What would you be confused about? 
  • Remind yourself of why you’re writing. Keep coming back to two questions: what decision am I trying to inform, and who am I writing for? Write down answers to these at the top of the document you're working on. 
  • Keep high standards. The AI governance field is small. There's a huge number of questions. It's surprisingly achievable to actually write the best thing on many topics. Set that as your goal. If you write something on a question, you might have written one of ~3 thorough treatments on the topic. It’s worth making sure you get it right: people might take it seriously!

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Some Advice for Aspiring AI Governance Researchers

31/7/2025

 
Here's some advice I often find myself giving folks getting into the AI governance space: 

Take trends seriously 

A lot of the impact GovAI and myself have had often relies on making some pretty basic inferences from important trends. E.g. the insight behind the frontier AI regulation work was simple: AI systems seem to keep improving. If they do, they’ll pose national security risks. If that happens, that may well warrant some government intervention. In short, run to where the ball is going.


Make up your own mind

One mistake I sometimes see people making is focusing too much on not being wrong. To not get epistemic egg on their face. That can result in you not take risks, not trying to actually figure things out. That can stunt your own development. But it can also stunt the development on the field. Your job as a researcher is to contribute to our collective understanding of these really tricky issues, not just your own.

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​A collection of AI Governance research ideas

4/11/2024

 
Collated and Edited by:
Moritz von Knebel and Markus Anderljung
More and more people are interested in conducting research on open questions in AI governance. At the same time, many AI governance researchers find themselves with more research ideas than they have time to explore. We hope to address both these needs with this informal collection of 78 AI governance research ideas.
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