S4E11 Resources: When Following the Rules Is Not Enough
Resources from Season 4 Episode 11, “When Following the Rules Is Not Enough”. AI can follow a written instruction, optimise its target, and complete the task while still missing the human purpose.
This page explains misalignment, proxy measures, incomplete optimisation, instruction versus intent, the 2019 healthcare algorithm study, the Air Canada chatbot decision, a copy-ready purpose-first prompt, practical checks, organisational AI assurance questions, and a plain-English glossary.