Random Walks Outperform Precise Design in Evolution

What Changed

Evolution as search for optimal genome amid vast sequences via mutation-selection.

Why It Matters

This highlights limits of directed optimization in high-dimensional spaces, informing AI when to prefer stochastic methods over precise design in evolutionary computation.

What To Do Next

Test epistatic fitness landscapes in DEAP library to simulate O(e^n) evolution hardness.