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Automorphic

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Automorphic specializes in making language models more secure and self-improving. They offer a platform called Conduit which allows users to infuse language models with knowledge using as few as 10 samples, overcoming the inefficiencies of prompt stuffing and context-window limitations. Conduit permits fine-tuning and combining behavioral and knowledge adapters. It incorporates human-in-the-loop feedback for rapid model iteration and deployment. The system also improves models continuously by augmenting datasets. Conduit supports rapid adapter loading, is OpenAI API compatible, and offers on-premises deployment to ensure data security. Automorphic focuses on tuning, feedback, and performance, simplifying model deployment.