It seems like the paradox very much involves the problem of a person disclose their bias. This results in all sort of paradoxical problems of someone wanting maintain social relations, someone taking a disclosure as part of social signaling in general, etc.

A relatively simple way around this, I could suggest, is having someone else make bias disclosures and indeed requiring someone else to make those disclosures.