From Human Intelligence to Collaborative Intelligence
Protecting Human Autonomy, Agency, and Meaning In The AGE OF AI
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Artificial intelligence is no longer only a technical tool. It is becoming part of how people think, learn, create, lead, work, communicate, and make consequential decisions.
From Human Intelligence to Collaborative Intelligence explores how humans and intelligent systems can work together without sacrificing autonomy, agency, dignity, independent judgment, creativity, or meaning.
Written for professionals, educators, leaders, policy makers, researchers, students, and nontechnical readers, this book explains artificial intelligence in clear language while examining the deeper human questions behind its adoption. It explores cognitive offloading, automation bias, trust, persuasion, human rights, data power, education, leadership, creativity, work, inclusion, disability, gender, the Global South, governance, and high stakes decision making.
Dr. Ammara Aftab presents the AMMARA Collaborative Intelligence Framework, a structured approach for integrating human judgment and artificial intelligence to enhance decision-making while preserving human agency, the Human Agency Test, practical decision protocols, governance tools, and reflective exercises that help individuals and institutions use AI responsibly.
Drawing on nearly twenty years of experience across education, leadership, human development, public engagement, professional training, community building, and artificial intelligence, the book argues that AI should strengthen human capability rather than quietly replace human judgment.
This is not a book against AI. It is a human centered guide to designing a future in which machine capability expands what people can achieve while human purpose, responsibility, rights, and dignity remain at the center.
Details
- Publication Date
- Jul 23, 2026
- Language
- English
- Category
- Computers & Technology
- Copyright
- All Rights Reserved - Standard Copyright License
- Contributors
- By (author): Dr.Ammara Aftab (Hon.)
Specifications
- Format