Agentic AI

The Unified Edition

Rajesh Ranjan Mahapatra

How language models reason, how agents act, and how to build systems that are safe to trust with the world. Every idea arrives three ways: as a picture, as a thought experiment, and as a short Python program whose output and figure sit right…

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This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.