← Advanced training · Module 4 — Smart Bidding II — portfolios, cross-mode, the judge and anomalies
Anomalies, currencies and safety: keeping the judge from doing harm
⏱️ 9 min read · 💰 Bids and budgets 🥷 Scripts · updated on 2026-08-22
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The data that fools an automated bidding system (expensive clicks with no conversion because of latency, conversions at zero from broken measurement, one-day spikes, massive offline uploads, other people's changes), the anti-anomaly thresholds and why they must scale with each account's currency, the "if it fails, it touches nothing" design, the absolute limits and the monthly audit of the judge itself.
The account is free, no card needed, and unlocks the whole Basic training, part of the Intermediate and Advanced levels, plus the ebooks and the free scripts.
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