Why when you play against a character in arcade mode are they super tough, but when you use watch mode their Ai is suddenly dumb and barely attacks their opponent?
Arcade Mode uses AI ramping. You can read a detailed breakdown on how it works in mugen.cfg in [Arcade] section.