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Test a counterexample to a conjecture

A rule can pass five checks in a row and still be wrong, which is an uncomfortable thing to discover in an exam.

On this page
  1. Why is one counterexample stronger than many examples?
  2. How to test a conjecture with a counterexample
  3. Worked example
  4. The mistake to watch for
  5. Check yourself
  6. Where this leads next

A counterexample is a single case that satisfies the conditions of a statement but makes its conclusion false. One valid counterexample disproves a conjecture completely, whereas no number of agreeing cases can prove it.

This lesson follows forming a conjecture and leads to explaining a rule with algebra. Together they sit inside International Mathematics investigations.

Why is one counterexample stronger than many examples?

A general statement such as “for all positive whole numbers n, this is true” makes a promise about infinitely many cases. One failing case breaks that promise permanently.

Agreeing cases only fail to break it yet. So when you test a conjecture, your aim should be to try to break it, not to confirm it.

How to test a conjecture with a counterexample

  1. Write the conjecture exactly, including the values it claims to cover.
  2. List natural test values: small numbers first, then special ones such as 0, 1, even and odd numbers, negatives and fractions if allowed.
  3. Substitute and work each one out in full.
  4. Stop at the first failure and double-check the working.
  5. State the counterexample clearly: the value, the calculation and why the conclusion is false.
  6. Say what is now known: the conjecture is false as written, and you may suggest a corrected version.

Worked example

Conjecture: for every positive whole number n, the number n² + n + 1 is prime.

Step 1, test small values:

nn² + n + 1Prime?
13yes
27yes
313yes
421no

Step 2, check the failure: for n = 4, 4² + 4 + 1 = 16 + 4 + 1 = 21. Since 21 = 3 × 7, it is not prime.

Step 3, state the counterexample: n = 4 is a positive whole number, yet n² + n + 1 = 21, which is composite. So the conjecture is false.

Continuing shows the pattern is misleading for a while: n = 5 gives 31 and n = 6 gives 43, both prime, but n = 7 gives 49 + 7 + 1 = 57 = 3 × 19. Five agreeing cases out of six would still not have made the statement true.

The mistake to watch for

A common slip is to keep testing values that agree, and then declare the conjecture proved.

Mistaken working: n = 5 gives 31, n = 6 gives 43, both prime, so the conjecture is true.

This is agreement, not proof. It also skipped n = 4, where the statement fails.

The correction is to choose test values on purpose, in order, and to accept a single failure as decisive. A second slip is to offer a value the statement does not cover, such as n = 0.5 for a claim about whole numbers. A counterexample must meet the conditions of the statement.

Check yourself

1. Conjecture: 2ⁿ − 1 is prime for every whole number n ≥ 2. Find a counterexample.

Show answer

n = 2 gives 3, n = 3 gives 7, both prime. n = 4 gives 2⁴ − 1 = 16 − 1 = 15 = 3 × 5.

n = 4 is a counterexample, so the conjecture is false.

2. Conjecture: for every positive number x, x² is greater than x. Find a counterexample.

Show answer

Try x = 1: 1² = 1, which is equal to x, not greater. Also try x = 0.5: 0.5² = 0.25, which is less than 0.5.

x = 1 is a counterexample (and so is x = 0.5).

3. Conjecture: for every odd whole number n, n² + 2 is prime. Find a counterexample.

Show answer

n = 1 gives 3 and n = 3 gives 11, both prime. n = 5 gives 25 + 2 = 27 = 3 × 9.

n = 5 is a counterexample.

Where this leads next

A conjecture that survives honest testing still needs a reason, so move on to explaining a general rule with algebra. Then use the investigations practice set. The non-calculator working trainer is useful for checking whether a number such as 57 or 1681 is prime.

If you find it hard to decide which test values to try, a teacher can model that search with you in online one-to-one Mathematics tuition.

Questions people ask

How many counterexamples do I need to disprove a statement?

One is enough. A statement claiming something is true for every case fails the moment a single case breaks it. You should show the case clearly, with working, so the examiner can see that the statement really does not hold.

Can I prove a statement by finding many examples that work?

No. Any number of agreeing examples only increases your confidence. To prove a statement for all cases you need a general argument, usually with algebra. Examples can support a conjecture but they never prove it.

How do I find a counterexample quickly?

Try small values first, then special values such as 0, 1, negatives, fractions or numbers with many factors. If the statement is about primes, look for multiples. Think about what would make the rule fail, and aim for that type of case.

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Your next step

If you tend to accept a rule after a few agreeing cases, a one-to-one teacher can help you practise hunting for the case that breaks it.

Paid one-hour trial at your assigned teacher’s confirmed rate, starting from RM80. Other fees, schedules and ongoing arrangements are confirmed directly with your teacher after the trial class.

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