The battle against AI slop mirrors the evolution of phishing scams, where adversaries reduce sample sizes to evade heuristic detection. If a message is too short, there is not enough information to pass a confidence threshold for spam. For podcasts, the Index must analyze metadata, voice quality, and content simultaneously to maintain an effective defense against increasingly sophisticated automated content.

