What We Learned Auditing Sophisticated AI for Bias
O'Reilly Media
OCTOBER 18, 2022
We also tend to use standards from US nondiscrimination law and the NIST SP1270 guidance to fill in any gaps around bias measurement or specific LLM concerns. They often use a process called Bayesian-improved surname geocoding (BISG) that infers race from name and ZIP code to comply with nondiscrimination and data minimization obligations.
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