The phrase "obvious bias" refers to a clear and evident prejudice or preference towards something or someone, often resulting in an unfair or unbalanced judgment. It suggests that there is a conflict of interest or a lack of impartiality in the way a person thinks or acts, making it difficult for them to make objective decisions.