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Chapter 2 delves into Artificial Intelligence’s emerging trends, including AI-specific processors, explainability, federated learning, security and privacy concerns. It examines the increasing demand for data and compute efficiency, ethical AI, Opensource and Crowdsourced initatives for models, frameworks and data, and regulatory frameworks, identifying gaps that CAML aims to address in machine learning.

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Trends, Challenges and New Frontiers of Artificial Intelligence

  • 章节

  • 发表日期：

    2025年

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  • Parimal Pal Chaudhuri,
  • Adip Dutta,
  • Somshubhro Pal Choudhury,
  • Dipanwita Roy Chowdhury,
  • Raju Hazari

摘要

Chapter 2 delves into Artificial Intelligence’s emerging trends, including AI-specific processors, explainability, federated learning, security and privacy concerns. It examines the increasing demand for data and compute efficiency, ethical AI, Opensource and Crowdsourced initatives for models, frameworks and data, and regulatory frameworks, identifying gaps that CAML aims to address in machine learning.