XstrAI uses a fixed evidence card and three LLM agents (planner, narrator, reviewer) to produce audience-specific explanations from SHAP values, beating 11 baselines for clinician and patient audiences.
Tenenbaum, and Igor Mor- datch
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Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives
XstrAI uses a fixed evidence card and three LLM agents (planner, narrator, reviewer) to produce audience-specific explanations from SHAP values, beating 11 baselines for clinician and patient audiences.