Binance's AI risk engine just flexed some serious numbers for H1 2026.

8M+ users protected
$4.6B in potential losses stopped
42K+ malicious addresses blacklisted
14K+ real-time warnings issued daily

They're running 100+ in-house AI models across fraud detection, phishing blocks, account takeover prevention, and transaction monitoring. Human analysts set thresholds and retrain models as scam tactics evolve.

On KYC, their AI pipelines hit 100x efficiency gains vs manual review in certain workflows while keeping humans in the loop for edge cases.

If you're still using exchanges without this level of infrastructure, you're playing with fire. Security isn't a feature anymore, it's the baseline.