MSA is a modular role, responsibility, and context-validation framework for LLM dialogue; its pilot study reports higher annotation scores for MSA-active segments, but without random assignment, baselines, data, or code.
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Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication
MSA is a modular role, responsibility, and context-validation framework for LLM dialogue; its pilot study reports higher annotation scores for MSA-active segments, but without random assignment, baselines, data, or code.