A Gentle Primer on LLM Explainability
KDnuggets772 字 (约 4 分钟)
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LLM explainability is shifting from static to dynamic, multidimensional frameworks combining statistical methods and lightweight proxy models to enhance transparency and enable observable, debuggable AI systems in industry.
入选理由：SMILE框架通过局部输入扰动分析，使用统计距离测量生成热力图，揭示LLM输出的关键影响词。
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