The ability to lift heavy weights, run, swim or workout in the gym may well improve your overall fitness level.
But this kind of fitness will not help your tai chi chuan training.
A student must learn how to use their body in a very different way. The body needs to become agile, flexible, adaptive, sensitive and strong.
Engorged biceps are not going to help.