An overview of higher-level decision-making and modern methods to improve decision support. This study suggests ways to synthesize lessons from research on heuristics and biases with those from naturalistic research. It discusses modern tools which can assist decisionmakers in choosing strategies that are flexible, adaptive, and robust.