"There are considerable advantages to using many degrees of freedom to store information, stability and controllability being perhaps the most important"
About this Quote
The subtext is a rebuke to the fantasy of perfect, pristine information. In real physical systems, especially at the quantum scale, the world is jittery. Stability isn’t a moral virtue; it’s an engineering achievement. Controllability isn’t “command and control”; it’s the ability to make deliberate, repeatable changes without accidental drift. Lloyd pairs them because they’re usually in tension: lock a system down too tightly and it becomes hard to manipulate; make it too flexible and it decoheres, degrades, or forgets. “Many degrees of freedom” is the compromise - distribute information so local disturbances don’t become global failure, while still leaving handles to operate on.
Contextually, this sits neatly in Lloyd’s broader project: treating computation as a physical process constrained (and enabled) by thermodynamics, quantum mechanics, and complexity. It also lands as a cultural counterpoint to our love of “simple” solutions. The quote argues that robustness often comes from designed complexity, not elegant minimalism - and that the price of reliable intelligence, whether in a quantum computer or a biological brain, is a lot of moving parts.
Quote Details
| Topic | Science |
|---|---|
| Source | Help us find the source |
| Cite |
Citation Formats
APA Style (7th ed.)
Lloyd, Seth. (2026, January 15). There are considerable advantages to using many degrees of freedom to store information, stability and controllability being perhaps the most important. FixQuotes. https://fixquotes.com/quotes/there-are-considerable-advantages-to-using-many-162082/
Chicago Style
Lloyd, Seth. "There are considerable advantages to using many degrees of freedom to store information, stability and controllability being perhaps the most important." FixQuotes. January 15, 2026. https://fixquotes.com/quotes/there-are-considerable-advantages-to-using-many-162082/.
MLA Style (9th ed.)
"There are considerable advantages to using many degrees of freedom to store information, stability and controllability being perhaps the most important." FixQuotes, 15 Jan. 2026, https://fixquotes.com/quotes/there-are-considerable-advantages-to-using-many-162082/. Accessed 13 Feb. 2026.







