FIELD NOTES TOPIC

self-evolving system

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  1. Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning

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    The paper introduces Argus, a persistent and self-evolving runtime system designed for long-term reasoning. This system separates stable user intent from operational objectives and allows for the addition of various…