DAWN Distributed Agents in a Worldwide Network

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#arxiv #cisco https://arxiv.org/pdf/2410.22339 • The paper proposes a new framework called DAWN, which is designed to facilitate communication and collaboration between Large Language Models (LLMs) and traditional software systems. DAWN's architecture incorporates a Principal Agent that plans and orchestrates tasks, while Gateway Agents act as intermediaries, connecting the Principal Agent to globally distributed resources. The framework features multiple operational modes to handle tasks requiring different levels of determinism and autonomy, including No-LLM, Copilot, and LLM Agent modes. The authors emphasize the importance of security and compliance within the framework and highlight potential attacks specific to LLM-based agents. They present a Human Resources recruiting use case as an example of DAWN's capabilities, demonstrating its ability to integrate LLM-powered agents with deterministic workflows.

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