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The Next Model Won’t Fix This: Three AppSec Imperatives From Black Hat USA 2026

Checkmarx·checkmarx.com·

What the source says

Black Hat USA 2026 didn’t introduce the AI security problem, but made it clear how fast that problem is becoming operational. An independent study initiated and funded by Checkmarx helps explain why. On real-world repository tasks, frontier models produced working code 83% to 95% of the time, but only 24% to 36% of their solutions […]

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