Video narration
A project can look like a smart investment and still fail because the problem was never clearly defined. For a project, define the problem, set criteria, weight them, create alternatives, compare them, choose, implement, and evaluate. Familiar, structured issues use a programmed decision-an established rule. New, unstructured issues need a nonprogrammed decision and custom judgment. In certainty, outcomes are known; in risk, probabilities are estimable; in uncertainty, they are not. Bounded rationality picks good enough under limits. Intuition uses experience; evidence checks it. Watch overconfidence, anchoring, confirmation bias-favoring supporting evidence-and sunk costs keeping failure alive. The best decision is not simply the strongest-looking option; it is the process that fits the problem, information, and risk of being wrong. For your next project, define the problem, compare choices, act, measure the result, and challenge the bias that makes a weak choice feel safe.