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Dreadnode provides the infrastructure for building, evaluating, and deploying security agents.
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Every Model Cheats: Prompt-Level Mitigation of Cheating on Offensive Cyber Tasks
This post presents a controlled prompt-ablation study: 23 tasks, three prompt conditions, 1,518 individually audited traces, and a simple question: can you prompt away cheating?
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Worlds: A Simulation Engine for Agentic Pentesting
An 8B model went from blindly loading Metasploit modules to achieving Domain Admin on GOAD, trained entirely on synthetic data from our world model system.
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