Episode 65 — Test model alignment to policy: what it should do versus what it does (Task 9)

This episode focuses on testing model alignment to policy by comparing what the model should do to what it actually does, which is a common AAIA scenario pattern when organizations have policies but cannot prove behavior matches them. You’ll learn how to translate policy constraints into test cases, including prohibited uses, required disclosures, human review requirements, and limits on sensitive data use or inference. We’ll cover practical testing methods, such as controlled input scenarios, sampling real outputs, reviewing exception handling, and validating that safeguards like filters, thresholds, and escalation triggers fire when policy boundaries are approached. You’ll also learn how auditors document alignment testing so results are defensible, including criteria, sample selection, observed outcomes, and corrective actions when misalignment is found. By the end, you should be able to choose exam answers that emphasize testable policy criteria and evidence-based alignment, not assumptions that “the model follows the rules.” Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.