Researchers have found that whenever most systems —such as…
““Researchers have found that whenever most systems —such as airports, freeways, and other such things —exceed about 90 percent capacity, efficiency drops massively. Not just slightly, but massively. This is called the “ringing effect.” The reason is that as a system nears its capacity, the effect of relatively small disturbances is magnified exponentially.””
About This Quote
This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.
When systems approach full capacity, minor disruptions cause disproportionate inefficiencies, known as the ringing effect.
In simple terms: Near‑full capacity makes small problems huge.
Key Takeaway
Avoid overloading systems; build buffers.
Themes
efficiency
capacity
systems
resilience
Mood
analytical
concerned
Type
technical
explanatory
When to use this quote
- airport management
- traffic engineering
- network design
- event planning
- supply chain logistics
Key Concepts
complex systems
nonlinear dynamics
bottlenecks
Questions to Reflect On
- How can we design systems to stay below critical capacity?
- What buffers are most cost‑effective?
A Different Perspective
If demand spikes unexpectedly, buffers may be insufficient, leading to collapse.