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The AI-driven shift in vulnerability discovery: What maintainers and bug finders need to know

The AI-driven shift in vulnerability discovery: What maintainers and bug finders need to know

AI models let non-experts craft real and fake vulnerabilities at scale. They spit out low-quality noise and the occasional high-value report.

Reports flood OSS maintainers. Triage, patching, release cadences, and downstream upgrade/compliance pipelines buckle under the load.

Guidance recommends publishing threat models, requiring tested PoC and example fixes, adopting AI-assisted triage, and tracking triage metrics.


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