Inductive Bias: The set of assumptions a learner uses to make predictions about outputs for inputs that have not been encountered before.
Confirmation Bias: The tendency to seek, interpret, favor, and remember information that supports one’s existing beliefs or hypotheses, while giving less weight to information that contradicts them.