Question 9
Domain 4: Transparency, Governance, and AccountabilityWhy can algorithmic transparency create tension with a company's intellectual-property strategy?
Correct answer: A
Explanation
Algorithmic transparency requires revealing how a model works, but that can expose proprietary methods, features, or training choices. Trade secret law protects information that derives value from being kept secret, so disclosing model logic may undermine a company’s intellectual-property strategy by revealing trade secrets.
Why each option is right or wrong
A. Disclosing model logic may reveal trade secrets
Under trade secret law, information is protected only if it derives independent economic value from not being generally known and is subject to reasonable secrecy measures; see the Uniform Trade Secrets Act § 1(4) and the Defend Trade Secrets Act, 18 U.S.C. § 1839(3). Requiring disclosure of model architecture, feature engineering, or training logic can expose exactly the kind of proprietary information a firm relies on for competitive advantage, so transparency obligations can conflict with preserving trade-secret status.
B. Transparency decreases model inference speed
C. Regulators prohibit sharing any model details
D. IP laws require full algorithm publication