Sotheby’s is increasingly offering guaranteed sales prices to sellers. “If a picture sells for more than the guaranteed amount, the auction house keeps the extra money. If a picture doesn’t sell, the house risks losing all or part of the guarantee if it can’t resell the picture for enough money later.”