FIELD NOTES TOPIC

reactive failure modes

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  1. Gubernaut: A Deterministic Homeostatic Controller for Affect-Regulated LLM Agents, Validated Across Independent Model Families

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    The research introduces Gubernaut Cognitive Controller (GCC), a model-agnostic runtime control layer designed to regulate the behavior of large language models (LLMs) that can exhibit reactive failure modes such as…