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Black Hat USA 2026: Will vulnerability discovery eventually decline in the AI era?

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Black Hat USA 2026: Will vulnerability discovery eventually decline in the AI era?

Black Hat USA 2026 explores whether artificial intelligence (AI)-driven vulnerability discovery will reach saturation, potentially reducing the number of new vulnerabilities found. The discussion considers whether this surge in AI-assisted detection ultimately leads to more secure software.

Why it matters: Security teams should track shifts in vulnerability discovery patterns as AI tools become mainstream, since changes in disclosure rates and remediation timelines will affect prioritization and resource allocation.

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