<P>Humanized AI (HAI), emerging as the next of the AI waves, refers to artificial social beings that are very close to humans in various aspects, beings who are machine-race humans, not digital slaves. Foundation, Architecture, and Prototyping of HAI deploy a novel smalldata approach to vertically explore the spectrum of HAI. </P><P>Different from the popular big-data philosophy that is based on the rigid notion that the connotation of each concept is fixed and the same to everyone, this book treats understanding as a process from simple to complex, and uses the similarity principle to effectively deal with novelties. Combining the efficiency of the Behaviorists¿ goal-driven approach and the flexibility of a Constructivists¿ approach, both the architecture of HAI and the philosophical discussions arising from it are elaborated upon. </P><P>Advancing a unique approach to the concept of HAI, this book appeals to professors and students of both AI and philosophy, as well as industry profe