Lesson 1Ambiguous ResponsibilityJudging responsibility when AI decisions affect many stakeholders.Start2 Micro-lessonsMicro lesson 1Distributed AccountabilityMicro lesson 2Stakeholder Pressure
Lesson 2Hidden Bias and Long-Term HarmDetecting subtle bias and understanding its compounding effects.Start2 Micro-lessonsMicro lesson 1Subtle Bias AmplificationMicro lesson 2Delayed Impact Recognition
Lesson 3When Not to InterveneRecognizing situations where restraint prevents greater harm.Start2 Micro-lessonsMicro lesson 1Restraint in Unclear OutcomesMicro lesson 2Recognizing Harmful Overcorrection