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Title: ReliaQuest GreyMatter: The Agentic AI Security Operations Platform

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AI has widened the attack surface from both directions, leaving defenders with two problems to solve at once: agentic attacks coming at them, and the increasing AI usage within their own organizations.

On the first front, AI handed attackers three structural advantages at once: speed, scale, and the removal of the skills barrier. Full attack cycles that took weeks of tr...


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At the Mandalay Bay Convention Center, you could measure how fast the market is moving by counting the signs that read "Agentic AI" over the booth. The label was everywhere. What it actually meant changed booth to booth—and that is the problem you carry home.

The stakes behind the noise are real. The fastest data exfiltration ReliaQuest tracked in 2025 took 6 minutes, a...


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Healthy Tools Are the Foundation of Every Investigation

Technology and infrastructure health is the foundation of the SOC. Investigations, threat hunts, and detection engineering all assume the same thing: the tools underneath are up, generating telemetry, and functioning as intended. When that assumption breaks, the rest of the SOC breaks with it.

The failures are rarel...


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Editor’s note: This report was authored by Alexander Capraro, Jalen Vaughn, Daxton Wirth, Austin Ritchie, and Connor Short

This is external threat intelligence from the ReliaQuest Threat Research team. The findings describe threats, vulnerabilities, and attacker activity affecting third parties and the broader threat landscape—not ReliaQuest's ow...


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On Tuesday, July 21, OpenAI reported that its own AI models were behind an unprecedented cyber incident against the open-source developer platform, Hugging Face. A combination of GPT-5.6 Sol, and a more capable, unreleased model broke out of a sandboxed testing environment, reached the public internet, and exploited a vulnerability to access Hugging Face's systems.

The...


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