QuoteProject
I remember my friend Johnny von Neumann used to say, 'with four parameters I can fit an elephant and with five I can make him wiggle his trunk.'
Enrico Fermi
ShareWTF𝕏

Interpretation

What this quote means

The quote humorously highlights the flexibility and limitations of models in science and data fitting.

Enrico Fermi's quote serves as a witty reminder of the power and absurdity of mathematical models in science. It suggests that while one can create complex models to fit data, these models can also become overly complicated or disconnected from reality when adorned with excessive parameters. The essence is that fitting a model should maintain a balance between accuracy and simplicity to retain its usefulness.

Themes

ModelsScienceDataParametersHumor

In practice

Example use cases

In a lecture about statistical analysis, to illustrate the importance of model simplicity.

More from Enrico Fermi

Where is everybody? Humans could theoretically colonize the galaxy in a million years or so, and if they could, astronauts from older civilizations could do the same. So why haven't they come to Earth?
Enrico FermiRead
The fact that no limits exist to the destructiveness of this weapon [the 'Super', i.e. the hydrogen bomb] makes its very existence and the knowledge of its construction a danger to humanity as a whole. It is necessarily an evil thing considered in any light. For these reasons, we believe it important for the President of the United States to tell the American public and the world what we think is wrong on fundamental ethical principles to initiate the development of such a weapon.
Enrico FermiRead
Never underestimate the joy people derive from hearing something they already know.
Enrico FermiRead
Experimental confirmation of a prediction is merely a measurement. An experiment disproving a prediction is a discovery.
Enrico FermiRead
Whatever Nature has in store for mankind, unpleasant as it may be, men must accept, for ignorance is never better than knowledge.
Enrico FermiRead
One might be led to question whether the scientists acted wisely in presenting the statesmen of the world with this appalling problem. Actually there was no choice. Once basic knowledge is acquired, any attempt at preventing its fruition would be as futile as hoping to stop the earth from revolving around the sun.
Enrico FermiRead

Similar quotes

Carl Sagan spoke fluently between biology and geology and astrophysics and physics. If you move fluently across those boundaries, you realize that science is everywhere; science is not something you can step around or sweep under the rug.
Neil Degrasse TysonRead
Science is rooted in the will to truth. With the will to truth it stands or falls. Lower the standard even slightly and science becomes diseased at the core. Not only science, but man. The will to truth, pure and unadulterated, is among the essential conditions of his existence; if the standard is compromised he easily becomes a kind of tragic caricature of himself.
Max WertheimerRead
Indeed, the whole human species is endangered, by nuclear weapons or by other means of wholesale destruction which further advances in science are likely to produce.
Joseph RotblatRead
Instead, in the absence of respect for human rights, science and its offspring technology have been used in this century as brutal instruments for oppression.
John Charles PolanyiRead
If penicillin had been judged by its toxicity to guinea pigs, it might never have been used by man.
Peter SingerRead
If someone says that he can think or talk about quantum physics without becoming dizzy, that shows only that he has not understood anything whatever about it.
Murray Gell-MannRead

A little wisdom, now and then

Subscribe for the occasional hand-picked quote. No noise.