Why are unbiased estimators preferred over biased estimators?

Unbiased estimators retain the original distribution of the sample, where as biased estimators follow a normal distribution.

When you have an unbiased estimator, they can do their job in a way that is not favoring any specific party. Biased estimators are already "rooting for" so to speak a certain party, therefore giving that party a predestined advantage.