Receipt
Filed July 29, 2026
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.
Original source
ppc.landFrom the High Caliber AI network — see the AI for PR module in the course.
