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A new method, "Gradient Routed Auxiliary Modules" (GRAM), isolates dangerous knowledge in generative AI into dedicated modules during initial training, enabling an on/off switch for access control. Preliminary research by Anthropic and AE Studio demonstrates the concept on smaller models. Scalability and coherence risks remain unresolved.
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