Gal Nagli describes shadow comparisons on real systems in which Wiz observed more vulnerabilities found with fewer tokens than its baseline models. He also reports stronger performance on investigations requiring hours of linked reasoning. The video does not disclose enough experimental detail to establish a universal twofold advantage.
Gal Nagli gives a healthcare-software example where linked weaknesses exposed sensitive application access, followed by remediation. The defensive lesson concerns identifying complete attack chains and understanding their reach, not reproducing the exploit. His expectation that frontier models can help defenders respond faster remains a practitioner assessment from those tests.
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