Law of Absolute and Relative Biases

The principle that bias operates in two modes: absolute bias (distortions that are always and everywhere problematic) and relative bias (perspectives that are problematic in some contexts but valuable in others). The law acknowledges that some biases are universally harmful—racism, sexism, any distortion that systematically harms based on irrelevant characteristics. Other biases are context-dependent—a researcher's commitment to a theory can bias their interpretation (bad) or drive productive inquiry (good). The law of absolute and relative biases reconciles the need to reduce harmful bias with the recognition that complete bias-freedom is impossible and that some "biases" are just perspectives.

Law of Absolute and Relative Biases Example: "He accused her of bias because she approached the topic from her cultural background. She invoked the law of absolute and relative biases: some biases are universally harmful (she wasn't expressing those), others are just perspective (her cultural lens was inevitable, not malicious). The question wasn't whether she had bias—everyone does—but whether her bias was distorting or merely situating."

Law of Absolute and Relative Biases by Abzugal February 16, 2026