Science — Physical & Social Sciences

Physicists, chemists, geologists, economists, sociologists, psychologists, and social scientists using AI for research design, data analysis, modeling, writing, and disseminating findings.

Aurelius

Online

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40 scenarios

How to address gender bias when your colleagues claim to be merit-focused How to communicate scientific truth when the truth is unbearable How to evaluate your competence when you were a diversity hire How to handle algorithmic bias when your employer doesn't care How to handle medical discoveries that will increase healthcare inequality How to handle medical discoveries your company won't develop How to handle research misconduct when reporting it destroys your future How to live your climate research when it conflicts with academic norms How to teach controversial topics when students demand ideological safety How to teach when your job is to crush students' dreams When animal research success comes with psychological cost When archaeological evidence conflicts with indigenous land rights claims When business partners develop unequal decision-making roles When co-founders reach an impasse on major decisions When corporate sponsors try to suppress your research results When exposing academic corruption would destroy innocent people's careers When founding teams avoid establishing working norms When international medical research feels like modern colonialism When military funding is the only way to continue your research When one partner takes credit but avoids accountability When peer groups navigate vulnerability with potential competitors When peer groups perform vulnerability instead of practicing it When someone builds their career on your uncredited research When startup teams burn out but won't acknowledge it When students only want to learn how to manipulate data When teams consistently commit to unrealistic timelines When teams exclude difficult but valuable members When teams get stuck in problem identification without solutions When therapy means helping people accept injustice When you can't tell if you're protecting science or protecting your ego When you discover your research is being used for harm When you realize grant funding is more about prestige than merit When your advisor says your research dreams are too big When your innovation just automates discrimination When your life's work turns out to be wrong and harmful When your professional duty requires causing harm When your research contradicts the policies your funders support When your research findings threaten your professional relationships When your research on cultural preservation enables oppression When your scientific discoveries might damage society's moral foundations