Can a streak spot fake randomness?

Two strips of heads and tails. One comes from simulated fair coin flips. One a person typed, trying to look random. Can a streak give us a clue—or fool us? Build a strip, then test it against a fresh coin simulation.

1Two things about flipping a coin

A coin clumps — and a streak is a run in a row

You only need two ideas. Watch each one:

A coin has no memory

Every flip is a brand new 50/50. The coin doesn't know it just landed heads, and it never tries to "even out." So heads can land again and again — the flips clump up.

A run is a streak in a row

HHHH is a run of 4 heads. The longest run is one thing we can measure. We're going to measure it — and it tells you more than you'd think.

2Two strips that both say "random"

The "spread it out" strip vs the "let it clump" strip

These two short examples show what a streak detector counts. Either pattern could occur in fair coin flips; neither proves who made it.

Short-run example

The "spread it out" strip

Tidy and even. It keeps switching — H T H T H H — and almost never lets the same side land many times.

Long-run example

The "let it clump" strip

Messier. Somewhere in here is a surprising long streak of the same side — it almost looks like a pattern.

3Your turn — fake it yourself

Tap out a strip that looks random

Tap Heads and Tails to build a strip of about 40 flips — try to make it look really random, like a coin would. The meter tracks your longest run as you go.

Your "random-looking" strip

Your longest run so far 0 in a row
Tap to add flips — aim for about 40.

4Now run the streak detector

Your strip vs a fresh coin simulation 🔎

The detector will compare your strip with a new set of simulated fair flips of the same length. The new flips are still hidden. If you made fewer than eight, we use the short-run practice strip.

Guess before you scan

Look at the run you made. The other strip will use fresh simulated fair flips. Which longest run will be bigger this time?