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Cybersecurity Threat Intelligence

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4 November 2026

Automated patching versus code verification in an AI-driven threat landscape

Security practitioners are divided on how to counter the accelerating speed of AI-assisted vulnerability discovery. One camp advocates for aggressive, automated patching as the primary defense. Gabriel Custodiet argues that the time window between a vulnerability disclosure and its exploitation…

3 November 2026

Patch Gaps Are Now Measured in Hours

Security patches are no longer just maintenance; they are blueprints for attackers. When vendors publish a fix, they inadvertently disclose the location of the vulnerability, creating a patch gap that AI models now exploit within hours. Researchers demonstrated that open-weight…

2 November 2026

Automated Vulnerability Discovery Demands Faster Patching

Software security has entered an era where AI models identify decade-old vulnerabilities in hours, collapsing the cost of discovery to roughly $1,000. The PHP Foundation recently patched the 'PHP2Shell' vulnerability, a remote code execution flaw that persisted in the core…

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