Enrico Fermi — "Never make anything more accurate than it needs to be."

Never make anything more accurate than it needs to be.
Enrico Fermi — Enrico Fermi Modern · Nuclear reactor, physics

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Advice on scientific work

Date: c. 1940s-1950s

General

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Understanding this quote

What it means

The quote advocates matching precision to actual requirements rather than chasing unnecessary exactness. Over-engineering accuracy wastes time, resources, and effort without improving outcomes. A rough answer that solves the problem is better than a perfect answer that arrives too late or costs too much. Know when close enough is genuinely sufficient — then stop refining and act. Practical precision, not perfectionism, drives real progress.

Relevance to Enrico Fermi

Fermi pioneered Fermi estimation — rapid back-of-envelope calculations yielding surprisingly reliable order-of-magnitude answers. He famously estimated the Trinity atomic bomb's yield by dropping scraps of paper during the blast. At Chicago Pile-1, he used practical calculations rather than theoretical perfection to achieve the first controlled nuclear chain reaction. His entire career demonstrated that knowing when to stop refining separates productive scientists from paralyzed perfectionists.

The era

During Fermi's most productive years — the 1930s through early 1950s — scientists worked without computers, relying on slide rules and mental arithmetic. The Manhattan Project demanded both speed and sufficient accuracy to build functional weapons under wartime pressure. Post-war nuclear physics faced Cold War urgency where approximate answers enabling timely decisions outweighed perfectly calculated ones that arrived too late. Pragmatism over perfectionism was a survival strategy.

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