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Signals from RayvenX

Insights on adversary behavior, precision intelligence, and how AI is reshaping modern cyber defense.

Nov 28, 2025

By Vicky Ray

THE DEVIL IS IN THE DETAILS: Why Precision in MITRE ATT&CK TTPs Is Critical to Cyber Defense

Subtle inaccuracies in ATT&CK TTP extraction and mapping are quietly breaking defensive workflows. Here’s why precision matters and why general-purpose LLMs fall short.

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Nov 11, 2025

By Vicky Ray

Introducing RayvenAI: The Intelligence Core of RayvenX

We are proud to announce the launch of RayvenAI — our flagship AI engine purpose-built to understand adversary behavior with precision and evidence-first intelligence.

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