Scientists find that “perfect” systems may be surprisingly fragile
Summary
Northwestern researchers found that controlled variation among components can make complex systems more stable than perfectly uniform ones. The effect appeared across models relevant to power grids, ecosystems, neural networks, and engineered materials, with some random differences also improving resilience.
The finding challenges the assumption that optimization means making every component identical or perfectly balanced.
Unlock the full First Pass Analysis to get a better understanding of why this story mattersWhy it matters
Engineers may be able to build more resilient networks by designing in the right kinds of imperfection.