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Software or computer scienceYou write code or are learning toMaths, physics or dataStatistics, modelling, analysisBiology, medicine or healthLife sciences, public health, labsLaw, politics or economicsPolicy, international relations, businessPhilosophy or humanitiesEthics, history, languages, artsSomething elseOr just curious

2Which themes interest you?

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Technical AI safetyTesting and understanding AI systemsBiosecurityPreventing severe pandemicsFrontier AI governanceLabs, compute and international agreementsAI policyLaws, institutions and societyAI safety × philosophyValues, moral status and agencyNot sure yetShow a mix

3How do you like to work?

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Experiment with chatbotsNo codingWrite codePython, notebooks, toolsRead and writeExplainers, essays, memosWork with dataSpreadsheets, estimates, chartsWork with peopleInterviews, events, surveysMake visual thingsGuides, diagrams, videos

4How much time do you have?

An afternoon1–3 hoursA weekend5–15 hoursA few weeksPart-timeA few monthsA larger project

5How much do you know about AI safety?

New to itHaven’t read much yetSome reading or a coursee.g. a BlueDot course or a reading groupDone a project beforeReady for something bigger

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AI Safety Sandbox

Practical AI safety projects for people starting out, collected from BlueDot Impact, SPAR, AISafety.com and the other sources credited on each page.

Built for AI Safety Cardiff University (AISCU) (opens in a new tab).

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Listings from AISafety.com (CC BY 4.0). Mentored projects from SPAR. Updated 11 November 2026. Sources and credits