#automated red-teaming

Tagged automated red-teaming · show all articles

A small billet-aluminium microVM host on a bright lab bench with its access hatch caught mid-latch, a thin ribbon control lead running from it into a separate capability-policy module whose single port is lit, with a row of sealed hosts receding on a rack behind

How AI Security Defenses Actually Work

Sandboxes bound what an agent can touch, classifiers screen what a model reads and writes, automated search hunts jailbreaks at scale, AI tools hunt bugs in real code, and SOC copilots reorder an analyst's queue.

By Brecht Corbeel · September 25, 2026 · 20 min read

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