A Rebellious Child, Not an Idiot
Commentators clarify that the "fool" in this verse is not a person with an intellectual disability but a morally rebellious and wicked child. John Gill explains this refers to a son who "despises all parental counsels and advice" and pursues sin, causing heartbreak for his parents.