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The evolution of agentic AI has been as much a story of engineering as of intelligence. What began with breakthroughs in transformer technology has matured into a discipline of designing adaptive, auditable systems that perceive, reason, act, and reflect. Each chapter of this book contributed a key layer of that discipline, together forming a blueprint for how engineers can build systems with intent.

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Conclusion and the Road Ahead: Open Challenges and Responsibility

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  • 发表日期：

    2026年

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  • Dhivya Nagasubramanian

摘要

The evolution of agentic AI has been as much a story of engineering as of intelligence. What began with breakthroughs in transformer technology has matured into a discipline of designing adaptive, auditable systems that perceive, reason, act, and reflect. Each chapter of this book contributed a key layer of that discipline, together forming a blueprint for how engineers can build systems with intent.