Make a ten-term glossary
Define ten key terms from the theme you’re most curious about, in one sentence each with an everyday example, then compare them with the site’s glossary.
Pick a beginner-friendly paper linked from any project on this site and summarise it in ten clear posts: the question, what they did, what they found, and why it matters.
Learning to read papers quickly is the most important research skill there is. Summaries also help papers reach people who will never read them.
Output: A ten-post thread (publish it or keep it as notes).
Skim Keshav’s “How to Read a Paper”. You will do the first two passes only.
Read the title, abstract, introduction, headings and conclusion. Write the main claim in one sentence.
Read the paper properly but skip proofs and fine detail. Note the key figure and the biggest limitation.
Question → why it matters → method → three findings → limitation → what is next → link.
Re-read your thread against the paper. Remove anything the paper does not actually claim.
All steps done
Share what you made, then try another project. The PDF version has room for notes.
Define ten key terms from the theme you’re most curious about, in one sentence each with an everyday example, then compare them with the site’s glossary.
The International AI Safety Report is the shared scientific picture of AI risk, written for governments. Turn one chapter into a short, local-audience summary.
Write a short, jargon-free explainer of one AI safety idea (reward hacking, sycophancy, compute governance, DNA screening) for someone outside tech.