High-dimensional dynamical systems can operate in two regimes: effective dynamics with simplified models, and a more complex regime without effective dynamics. Modern global systems are transitioning from predictable patterns to more uncertain, nonlinear states where traditional models may fail. Complex challenges require nuanced solutions that combine simplified models with awareness of their limitations and diverse human expertise.