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Background reading · Mathematics and Statistics

When patterns break: why mathematicians want proof

A pattern that goes 2, 4, 8, 16 and then 31 shows why checking cases is not enough, and why proof matters.

Draw a circle and put two points on its edge. Join them with a straight line. The circle is now split into 2 regions. Put 3 points on another circle and join every pair: 4 regions. With 4 points you get 8 regions, and with 5 points you get 16.

The obvious prediction

2, 4, 8, 16. The pattern is doubling, so 6 points should give 32 regions. Almost everyone predicts 32. Try it: put 6 points unevenly around a big circle, join every pair with a ruler, and count very carefully. You get 31. Nothing went wrong with the counting. The pattern was never really doubling. The real rule is more complicated, and it just happens to match doubling for the first five cases. If you had stopped checking at five, you would have been confidently wrong.

Evidence and proof

This is why mathematicians talk about two different things:

  • Evidence: a rule matches the cases you have checked. The more cases, the more confident you can be.
  • Proof: an argument that explains why the rule must be true for every case, including ones nobody will ever check.
  • Counterexample: a single case that breaks a rule. One counterexample is enough to show a rule is false, no matter how many cases it worked for.
  • Proof in everyday maths

    You already know some proofs. Tear the three corners off any paper triangle and line them up: they always make a straight line, 180°. That works because of how parallel lines behave, not because you tried lots of triangles. Split any polygon into triangles from one corner and you always get two fewer triangles than sides, so its angles add to 180(n − 2)°.

    Being a good sceptic

    When someone shows you a pattern, in maths, in sport statistics or in the news, ask two questions. Has it been tested on new cases? And is there a reason it should keep going? A pattern with a reason behind it is worth trusting. A pattern without one might be 31 waiting to happen.

    Sources and further reading

    Written for Kōkiri Learn students in our own words. Check facts against the sources.

    Used in: Patterns, Proof and Prediction