Handbook of Human-Centered Artificial Intelligence

Beschreibung

Explore the transformative world of Human-Centered Artificial Intelligence (HCAI) with the Handbook of Human-Centered Artificial Intelligence. This authoritative resource bridges cutting-edge AI technologies with core human-centered principles, such as human needs, values, controllability, and experiences, offering a holistic approach for designing, developing, deploying, and using AI systems that put humans first. Written by leading experts, the handbook serves as an indispensable reference for researchers, practitioners, and policymakers dedicated to creating AI solutions that are reliable, safe, controllable, usable, valuable, and trustworthy. It covers the foundational principles of HCAI, from core concepts, methodology, design and development strategies, risk management and governance, to real-world applications across diverse domains, demonstrating how AI can enhance human capabilities and improve the quality of work and life.

Empower your knowledge and be at the forefront of AI innovation, a future where AI benefits humans rather than harming or replacing them. This is your definitive guide to understanding and shaping the future of AI through a human-centered lens.

This handbook comprises ten sections, encompassing approximately sixty chapters in total. (Note: In the current living version, individual chapters are published in alphabetical order as they become available.)

·                   Overview, Concepts, and Foundations

·                   Human-AI interaction

·                   Human-centered AI design

·                   Human-centered AI in computing

·                   Human controllability over AI

·                   Human-centered AI risk management

·                   Human-centered AI governance

·                   Human-centered large language models

·                   Sectoral applications of human-centered AI

·                   Human-centered AI practice

Autor*in

Wei Xu

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