Title: Practice Based Algorithms
Subtitle: An Ethical Stance for the Care Architect Role
Subject Classification:  Artificial Intelligence, Healthcare, Technology  
BIC Classification: MQR, UYA, JFCK
BISAC Classification: COM079000, PHI005000, SOC057000
Binding: Hardback, eBook
Planned publication date: Mar 2027
ISBN (Hardback): 978-1-80866-078-8
ISBN (eBook): 978-1-80866-079-5

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Description

Practice Based Algorithms: An Ethical Stance for the Care Architect Role proposes a human‐centered framework for guiding AI integration in healthcare and education. Rather than treating data as a neutral resource, the book highlights the origin of data in human practice—showing how nurses and other professionals generate the experiential knowledge that underpins AI learning. It introduces the 'Care Architect' as an ethical stance and a learnable capacity for interpreting technologies, translating practice into responsible design, and safeguarding the conditions for meaningful human–AI collaboration. Integrating human‐generated data, experiential knowledge, and ethical technology design, the book offers a developmental roadmap for shaping AI systems that support, rather than erode, human judgment, dignity, and professional responsibility. This work is essential reading for AI ethics scholars, healthcare professionals, technology designers, and policymakers seeking a human-centered roadmap for the future of care.

Biography

Author(s):  Noriyo Colley is a nursing researcher whose work integrates tacit knowledge, AI ethics, and simulation. She leads interdisciplinary XR and AI projects in Japan and develops frameworks for ethical, human‐centered technology adoption in healthcare.

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