Scholarlink

This chapter argues that AI pluralism, the deliberate differentiation of AI agents to enable multiple situated perspectives in deliberation, provides a crucial link between technical interpretabilityinterpretability and democratic accountabilityaccountability in artificial intelligence systems. As AI increasingly influences high-stakes domains such as healthcare, finance, and criminal justice, the dual challenges of explainability (making AI decisions transparent and understandable) and contestability (enabling meaningful challenge and revision) become paramount.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Enhancing Explainability and Contestability through AI Pluralism and Rhetorical Argumentation

  • 章节

  • 发表日期：

    2026年

查看全文
  • P. Anand Rao

摘要

This chapter argues that AI pluralism, the deliberate differentiation of AI agents to enable multiple situated perspectives in deliberation, provides a crucial link between technical interpretabilityinterpretability and democratic accountabilityaccountability in artificial intelligence systems. As AI increasingly influences high-stakes domains such as healthcare, finance, and criminal justice, the dual challenges of explainability (making AI decisions transparent and understandable) and contestability (enabling meaningful challenge and revision) become paramount.