Kind Versus Wicked Learning Environments
In kind environments, patterns repeat, feedback is immediate and accurate, and the rules are stable — making early specialization and repetition effective. In wicked environments, feedback is delayed or misleading and the future doesn't resemble the past, so narrow pattern-matching produces overconfident, wrong conclusions.
