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AI Changed the Exposure Problem. Validation Needs to Change With It.
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Adopting Exposure Management in the Age of AI
The rules of cyber warfare are changing faster than most organizations can adapt. –Christopher Hogan, Vice President, Vulnerability Management, MasterCard San Jose, Calif. – Sep. 14, 2026 The cybersecurity landscape in 2026 can best be described as volatile, shaped by evolving geopolitical tensions and the
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AI Changed the Exposure Problem. Validation Needs to Change With It.
There's a lot of noise around AI and cybersecurity right now. What’s actually important is far simpler, if often lost in the hubbub. Vulnerability discovery is getting faster and happening at a much greater scale, while defenders still have to work out which findings actually deserve their action. In the first half of 2026, a whopping 35,853 CVEs were published, roughly 49% more than in the
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