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    Filed August 12, 2026

    Story still evolving.

    The short version

    Ari Paparo predicted on March 21, 2025: “Programmatic advertising is circling back to outcome driven models similar to early ad networks.” Verdict: Still evolving. Later materials reinforce that the market is moving toward measurable outcomes, consistent with the prediction.

    Prediction by

    Ari Paparo

    On March 21, 2025

    Programmatic advertising is circling back to outcome driven models similar to early ad networks.

    Follow-up

    Later materials reinforce that the market is moving toward measurable outcomes, consistent with the prediction.

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