Receipt

    Filed July 29, 2026

    Partially right.

    The short version

    Ari Paparo predicted on July 21, 2025: “It's very hard to believe that AI won't be better than humans at campaign setup and targeting very soon.” Verdict: Partially right. Major platforms have aggressively rolled out AI-driven campaign automation, consistent with Paparo’s thesis. However, a universal benchmark proving AI is *universally* better than humans in all contexts is not yet available,…

    Prediction by

    Ari Paparo

    On July 21, 2025

    It's very hard to believe that AI won't be better than humans at campaign setup and targeting very soon.

    Follow-up

    Major platforms have aggressively rolled out AI-driven campaign automation, consistent with Paparo’s thesis. However, a universal benchmark proving AI is *universally* better than humans in all contexts is not yet available, making it partially validated.

    SharePostLinkedIn

    From the High Caliber AI network — see the AI for PR module in the course.