THE PREDICTION CHALLENGE
Prediction without context becomes false confidence.
Historical patterns can shift. Signals can arrive late. Models can remain accurate while becoming irrelevant to the decision. When assumptions, uncertainty and outcomes are hidden, a precise forecast may still create the wrong confidence.

