Tag: advertising risk

A practical framework for understanding what automated advertising systems can measure, what they infer, and where human judgment still matters. Executive Summary Artificial intelligence now influences many parts of advertising, including audience selection, bidding, placement, creative testing, fraud detection, brand-safety controls, and conversion optimization. These systems evaluate campaigns using the information available to them, such…