Published August 5, 2026 ยท Added August 5, 2026

Code review used to be the only way to catch these bugs

Help Net Security reports that Palo Alto Networks Unit 42 used its NOVA AI system to find 14,090 validated vulnerabilities across 3,915 open-source projects, raising questions about disclosure, maintainer capacity, and the shrinking patch-to-exploit window.

Help Net Security reports that Palo Alto Networks Unit 42 used its NOVA AI system to find 14,090 validated vulnerabilities across 3,915 open-source projects, raising questions about disclosure, maintainer capacity, and the shrinking patch-to-exploit window.

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Source: Helpnetsecurity