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Cloudflare deployed frontier AI models inside a controlled harness to probe its Web Application Firewall across 45 scenarios. The system generated 1,107 attempts and identified 49 findings after human triage. This exercise contributed to three specific changes in Cloudflare's Managed Ruleset, including two new detections and one improvement.
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