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Academic Press Rational Machines and Artificial Intelligence - Academic Press

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Description

Intelligent machines now influence decisions across social, economic, and political sectors, powered by deep learning and artificial intelligence technologies. As these systems become integral to critical decision-making processes, regulatory frameworks like the General Data Protection Regulation demand transparency and explainability. Rational Machines and Artificial Intelligence examines how explainable AI decisions require a foundation of rational reasoning to withstand scrutiny and challenge. This Academic Press publication explores the intersection of machine rationality and artificial intelligence, addressing the gap between simply explaining machine decisions and ensuring those explanations are logically sound and defensible. Essential reading for professionals, researchers, and policymakers seeking to understand how to build trustworthy intelligent systems that meet both regulatory requirements and standards of rational decision-making.

Key Features

Examines explainable artificial intelligence and the rationality requirements for intelligent machine decisions in regulated environments.

Addresses how deep learning systems must justify their decisions through rational explanation frameworks, not just transparency alone.

Explores compliance with regulations such as GDPR and the importance of rational decision-making in AI-powered systems.

Provides insights into the challenges of building trustworthy intelligent machines that operate across social, economic, and political domains.

Product Specifications

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

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