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Rule 821.1.c.5

If the chosen card’s Equip cost can’t be paid, if it can’t be detached from its current Top-Most card, or if it can’t be attached to the unit with the Weaponmaster ability, it stays in its current location, Attached to anything it was already Attached to.

Official Core Rules