Horse Chestnut vs. Sweet (Edible) Chestnut
HORSE CHESTNUT (Aesculus) seeds are TOXIC — nausea, vomiting, worse.
The tell: Sweet chestnut (Castanea): long toothed single leaves, very spiny burs, pointed nuts with a tassel. Horse chestnut: PALMATE compound leaves (fingers from a palm), less-spiny husks, round smooth 'conkers.'
Rule: Palmate leaves + round conkers = not food.