Название: A Compendium of Responsible Artificial IntelligenceАвтор: Deepak Kumar Jain, Kirti Raj Bhatele, Deepak Garg, Gaurav Dhiman
Издательство: CRC Press
Год: 2025
Страниц: 336
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Taking a broad, multidisciplinary approach to the ethical, legal, and practical dimensions of developing AI, the book puts key issues such as bias, transparency, accountability, and privacy at center stage. From computer science through law and ethics into policy, it lays down the roadmap on which developers, data scientists, and policymakers could bring AI technologies properly attuned to societal values. This book can be read as a resource for those who want to be able to guide the development and deployment of responsibly controlled AI systems. The book puts key issues such as bias, transparency, accountability and privacy at center stage. From computer science through law and ethics into policy, it lays down the roadmap on which developers, data scientists, and policymakers could bring AI technologies properly attuned to societal values.
What is Responsible AI? AI systems designed, developed, and used with ethical and responsible principles are referred to as Responsible AI. These systems aim to enhance positive outcomes and minimize potential adverse effects resulting from AI advancements. Building AI systems with an ethical focus is crucial. This means incorporating fundamental values such as fairness, responsibility, transparency, and confidentiality at every stage of the AI process, from conception and creation to implementation and oversight. Responsible AI takes into account the wider effects of AI on individuals in practical situations within society. It guarantees that AI algorithms are impartial and their conclusions comprehensible. Additionally, it tackles negative consequences and moral concerns. Incorporating stakeholder inclusivity is essential for Responsible AI, as it fosters fairness and inclusivity throughout the AI development process. The development and application of AI is guided by an ethical framework called Responsible AI ensuring that technological advancements align with human values and serve societal needs. While AI has the potential for both positive and negative uses, this approach aims to prevent harm and misuse, promoting the use of AI for positive impact.
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