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Academic Press - Rational Machines and Artificial Intelligence

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Description

As intelligent machines increasingly populate our social, economic, and political spaces, understanding the mechanics of their decision-making becomes essential. Powered by Artificial Intelligence technologies like deep learning, these systems now play a significant role in how modern society operates. This book by Academic Press examines the critical intersection of AI and rationality. With regulations such as the General Data Protection Regulation (GDPR) now requiring that machine-led decisions be explainable, the stakes for accuracy and transparency have never been higher. Rational Machines and Artificial Intelligence explores the necessity of explainability in automated systems. It proposes that while being able to explain a decision is important, those explanations must be fundamentally rational to prevent automated choices from being challenged. This text provides a deep look into how deep learning and AI technologies impact decision-making processes. It is a vital resource for anyone studying the legal and technical requirements of modern machine intelligence and the evolving landscape of automated reasoning.

Key Features

Explores the role of deep learning and Artificial Intelligence technologies in modern decision-making processes.

Addresses regulatory requirements like the GDPR that demand explainability in machine-led decisions.

Discusses the necessity of rational explanations to prevent automated decisions from being challenged.

Examines how intelligent machines are integrated into social, economic, and political environments.

Provides insight into the relationship between AI technology and the concept of rationality in automated systems.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
31 March 2021
Listed Since
30 October 2019

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