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AI Changed the Exposure Problem. Validation Needs to Change With It.

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vulnerabilities

AI Changed the Exposure Problem. Validation Needs to Change With It.

Vulnerability discovery rates have accelerated significantly, with 35,853 CVEs published in the first half of 2026, roughly 49% more than the prior period. Defenders face a growing challenge in distinguishing which findings warrant immediate attention amid the volume of disclosures. The pace of artificial intelligence (AI) driven discovery now outstrips traditional validation and prioritization workflows.

Why it matters: Security teams and vulnerability managers must reassess their triage and remediation processes to handle the surge in CVE volume without losing focus on exploitable or critical exposures.

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