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Open →Recent reading.
What 'AI-native security' actually means in 2026 — and how to spot a chatbot bolt-on
Every vendor now says 'AI.' The data shows AI is genuinely reshaping both attack and defense — so here are five questions that separate AI-native security from a chatbot bolted onto an old product.
Alert-only vs. auto-contain: why your security should act, not just notify
By the time an alert reaches a human, the attacker may be hours from your domain controller. The data on attack speed, off-hours deployment, and alert fatigue makes the case for graduated, human-in-the-loop auto-containment.
How a modern attack chains across email, identity, and your endpoints
Real breaches aren't single events. They relay from a stolen login to your domain controller in about 11 hours — and the hand-offs between surfaces are exactly where single-product tools go blind. Here's the data.
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