AI has transformed into a pervasive technological force that permeates every aspect of modern society, from consumer-facing applications like recommendation systems and chatbots to mission-critical deployments in autonomous vehicles, military systems, and medical diagnostics [722–725]. This technological revolution spans diverse sectors, including education, finance, healthcare, telecommunications, and law enforcement, fundamentally reshaping how these industries operate.

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Explainable AI

  • Yixin Zhu,
  • Song-Chun Zhu

摘要

AI has transformed into a pervasive technological force that permeates every aspect of modern society, from consumer-facing applications like recommendation systems and chatbots to mission-critical deployments in autonomous vehicles, military systems, and medical diagnostics [722–725]. This technological revolution spans diverse sectors, including education, finance, healthcare, telecommunications, and law enforcement, fundamentally reshaping how these industries operate.