The math of shuffling cards almost brought down an online poker empire

“In an ideal world, an algorithm would randomly select an arrangement from the 52! possible decks. But no computer has enough memory to evaluate all of these possibilities, and a perfect random number generator doesn’t yet exist. Therefore, developers generally rely on algorithms that simulate card shuffling.”

You’ve got to be kidding me. What’s wrong with sampling each card independently and uniformly (without replacement)?

If you do it correctly, you've reinvented Fisher-Yates[1]. If you do it wrong, you've reinvented this unnamed, broken algorithm[2], instead.

But the issue in the article isn't application of pseudorandom numbers. It's seeding the generator.

[1]: https://en.wikipedia.org/wiki/Fisher%E2%80%93Yates_shuffle [2]: https://en.wikipedia.org/wiki/Fisher%E2%80%93Yates_shuffle#N...

> In the late 1990s the development platform ASF Software supplied several online poker providers, such as Planet Poker, with card-shuffling algorithms. The platform even posted the algorithm on its website as proof that the game was reliably programmed.

What amazes me is the level of overconfidence the developers of the broken algorithm had to post it online. I mean it's not that the probability theory was a novel and unexplored field at the time.