Explain one safety idea to a friend
Write a short, jargon-free explainer of one AI safety idea (reward hacking, sycophancy, compute governance, DNA screening) for someone outside tech.
Explain how liability and insurance could shape AI companies’ behaviour, using one realistic harm scenario to make it concrete.
If developers pay for the harms they cause, safety becomes a business priority. Few people outside law can explain how this would actually work.
Output: A 1,500-word explainer.
Pick a specific reader, such as a friend who is not into tech.
Read 2–3 good sources and write the core idea in one sentence.
Draft with one everyday example.
Define every technical term, or remove it.
Test it on a real reader, revise, and publish.
All steps done
Share what you made, then try another project. The PDF version has room for notes.
Write a short, jargon-free explainer of one AI safety idea (reward hacking, sycophancy, compute governance, DNA screening) for someone outside tech.
Summarise how the EU sorts AI systems by risk (banned, high-risk, transparency duties, minimal) with one everyday example for each level, plus what changes for general-purpose models.
Why do so many governance proposals focus on chips? Read one key paper and write a jargon-free explainer for someone outside tech.