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An AI Learned Magic: the Gathering, Now Creates Thousands of New Cards

merbs writes: Reed Milewicz, a computer science researcher, wowed a major online Magic: The Gathering forum when he posted the results of an experiment to "teach" a weak AI to auto-generate Magic cards. Milewicz had trained a deep, recurrent neural network—a kind of statistical machine learning model designed to emulate the neural networks of animal brains—to "learn" the text of every Magic card currently in existence. Then he had it generate thousands of its own.

He shared a number of the bizarre "cards" his program had come up with, replete with their properly fantastical names ("Shring the Artist," "Mided Hied Parira's Scepter") and freshly invented abilities ("fuseback"). Players devoured—and cheered—the results.

1 of 104 comments (clear)

  1. Re:A bit disappointed by mythosaz · · Score: 5, Informative

    No. It made nonsensical cards early into its learning process.

    Later on it made cards like this:

    Light of the Bild
    2WW
    Creature - Spirit
    Flying
    Whenever Light of the Bild blocks, you may put a 1/1 green Angel creature token with flying onto the battlefield.
    2/2

    ...which are pretty good.