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Research2026-07-30 · source-backed
Ads Dawson and Adrian Wood's benchmark distills 11 verified real incidents into 14 dockerized scenarios and scores autonomous offensive agents across six OPSEC dimensions with a three-model judge panel. The compound metric requires both completion and maintained stealth, and systematic tradecraft failures show up across model families: credential exposure, gratuitous demonstrations of access. The defensive inversion is the useful read: current agents are loud, and that noise is presently the cheapest detection signal defenders have. Don't count on it lasting.
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Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, autonomou, completion); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (access, agent, model); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (access, agent, model); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, autonomou, model); pushes against this story (against).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (agent, blow, cheapest, model).
Reported by the same outlet (arxiv.org); overlapping topics (access, agent, autonomou, credential).
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, model); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, model); pushes against this story (but).