threat detection

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How AI and Automation Are Transforming Cybersecurity

Why it matters: How AI and automation are transforming cybersecurity: threat detection, incident response, SOAR, governance, and the limits of automated defense in 2026.

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Reversing enterprise security costs with AI vulnerability discovery

Automated AI vulnerability discovery is reversing the enterprise security costs that traditionally favour attackers. Bringing exploits to zero was once viewed as an unrealistic goal. The prevailing operational doctrine aimed to make attacks so expensive that only adversaries with functionally unlimited budgets could afford them, thereby disincentivising casual use. However, the recent evaluation by the

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