One Curious Thing/ Weird
True story / No. 002Thursday 1 October 2026

This sounds fake.

A riffle-shuffled deck gives up on order around shuffle seven.

It stays surprisingly recognizable for a while, then the pattern drops away.

Yes, seriously. Receipts ↓
Evidence object No. 002 / Fifty-two cards, seven riffles — one ring per shuffle. The black line follows a single card.

It really happened.

In 1992, mathematicians Dave Bayer and Persi Diaconis worked out how quickly riffle shuffling mixes a 52-card deck. Order does not fade gradually. It survives the first few shuffles remarkably well, then collapses around the seventh — the point at which the deck becomes reasonably close to random. Extra shuffles after that change very little.

Randomness feels like something that accumulates. Here it arrives almost all at once — order holds, holds, and then is gone.

  1. 1
    Trailing the Dovetail Shuffle to its Lair

    The Annals of Applied Probability (Bayer & Diaconis) · 1992 · peer reviewed Primary

    The analysis showing order collapses at around seven riffle shuffles.

    doi.org

  2. 2
    Shuffling — riffle shuffle analysis

    Wikipedia · reference

    Summary of the seven-shuffle recommendation and its limits.

    en.wikipedia.org