Super Mario is the subject of an optical illusion ... swordsman coming up the stairs from being able to get a full swing off...so by that logic he should be going down....". A stellar point.

As Marbler explained, most enemies in Super Mario 64 has a certain amount of logic programmed into it to avoid walking off ledges. That logic goes out the window if the Chuckya is in the air.