Quotation Science Scientific method
Invert, always invert.
Carl Jacobi
Verified
x No reliable source
Author
Attribution note

The attribution of this quote to Carl Jacobi is not verified. The closest documented form is the German phrase “Man muss immer umkehren” — “one must always invert” — cited in 1916 by Edward B. Van Vleck, who said Jacobi was reported to have taught it to his students. No original source from Jacobi has been identified.

Category
Also filed under

The phrase is a translation of the German “man muss immer umkehren”, associated with Jacobi’s approach to difficult mathematical problems. The advice is to turn a problem around: instead of asking how to reach a result directly, examine the reverse question, the opposite case or the conditions under which the result fails.

Jacobi used inversion in his own work, most visibly in the theory of elliptic functions, which arose from inverting elliptic integrals. Problems that were intractable in one direction became manageable when the relationship was reversed.

The saying has since travelled well beyond mathematics. It is often quoted in business and decision-making circles, notably by the investor Charlie Munger, who advised working out what would guarantee failure and then avoiding it. The wording is a later English condensation rather than a documented quotation, and the attribution to Jacobi is traditional rather than firmly sourced.

In original language (German)

“Man muss immer umkehren.”

✓Copied