2 docs tagged with "learning"

Black Box Thinking, popularised by journalist Matthew Syed, is the practice of systematically investigating failure — treating every significant setback as data to be analysed, not embarrassment to be suppressed. Named after flight data recorders ("black boxes"), it describes a cultural and methodological approach to learning that has made aviation extraordinarily safe. The contrast with healthcare, legal, and business cultures — where failure is hidden rather than investigated — illuminates how much learning most organisations forfeit.

Counterfactual thinking is the cognitive process of imagining how outcomes would have differed had circumstances, decisions, or events been different — "What if X had not happened?" or "What if we had done Y instead?" Used in causal analysis, decision post-mortems, legal reasoning, and historical understanding, it is a fundamental tool for learning from experience — but one that must be used carefully to avoid the psychological traps of hindsight bias and self-blame.