Artificial Intelligence may be the disruptive tech to influence our lives, but in the end, it has its own species to grow, so let us not take it as something we use and leave.Ê DESCRIPTION The book enters with its first chapter providing a simple and legal backdrop of the idea behind AI Ethics and International Law, its references and some important analogies and conceptual ideas. Also, the first chapter introduces some problems and questions regarding AI for contemplation in the field of jurisprudence. The second chapter vividly focuses on the deeper aspect of Artificial Intelligence, and goes to the principled developments of pure international law, with special analysis of the conceptions of sovereignty, self_determination and human rights. The chapter explores the catchy world of design and technology and covers with the diversity of issues revolving Artificial Intelligence Ethics. The third chapter gets specific with International Law and paves on ways towards the idea of the Privacy Doctrine conceived by the author. The chapter also explores the conceptual propositions in the field of Artificial Intelligence and International Law and renders about the scope of culture as a part of the social ecosystem to affect artificial intelligence. The chapter also lays the origination of the idea of an AI as an Entity, with special examples. The fourth chapter is centric towards human rights, making the debate beyond the legal literature and pragmatizing about the corporate idea of innovation and customer experience in various tech companies and institutions. The final chapter digs deeper into the principles and realms of cosmopolitanism and globalization, giving ways to discover and embark upon the role of human empathy and understanding to solve the issues that disruptive technology renders in its canvas.Ê KEY FEATURES _ The book gives a lucid introduction to the idea of AI Ethics and its geopolitical implications.Ê _ The book is insightful for an academic understanding of AI Ethics in the concept of Legal Personality meant for every person, including professionals in the field of Law, Social Sciences and Technology Studies.Ê _ The book provides a special understanding and renders curiosity for readers to establish newer ideas and understand Artificial Intelligence from a socio_cultural scenario.Ê _ The book gives a cogent aspect of the relationship between Artificial Intelligence and International Law.Ê _ The book presents about an innovative and dimensional idea of Privacy with respect to AI in Legal Theory.Ê WHAT WILL YOU LEARN The reader will learn about artificial intelligence in the eyes of a social animal, beyond the technical aspect of it. It enables the reader to challenge the conventional understanding of artificial intelligence and gives a motivation to understand the deep connect that AI is capable to create with humans in its social, economic and cultural scenarios rendered. It also poses a sense of curiosity and humility for people to understand the legal and social role of disrupting tech whether they are in a developed country or a developing one.Ê WHO THIS BOOK IS FOR This book is based for students, academicians, educationists, professionals and policy researchers in the field of law, social sciences, management and technology to understand and get a special insight of artificial intelligence for mankind. It is also a good read for a layman audience to get into the idea of artificial intelligence ethics for their understanding and awareness.Ê Table of ContentsÊ 1. Introduction to Artificial intelligence and International law 2. The Basic Relationship: The Pragmatism 3. Legal visibility: DOCTRINE and Concept for AI 4. Beyond the Human Rights Discourse: A New Vision 5. Student Devices

The Indian Conference on Artificial Intelligence and Law, 2020 (IndoCon 2020) was the Flagship Conference organized by the Indian Society of Artificial Intel-ligence and Law, 2020 from October 1, 2020 to October 4, 2020. Amidst the COVID19 pandemic, the Conference was organized in virtual (online) capacity. The Conference sought the participation of 250+ viewers, 46+ delegates in the AI General Assembly, 10-20 (approx.) presenters from the academic community & a diverse community of experts and eminent personalities in the field of AI Ethics, Technology Diplomacy, International Law and Relations & Fintech. The Conference Proceedings of IndoCon 2020 covers research papers presented in the Track Presentations, the Resolutions, Position Statements and Reports pre-sented in the AI General Assembly & the Reports emerged from the Panel Dis-cussions in the Conference. The organizers would be honest to enumerate that they are indebted to the Core Team of the Conference that made this event successful, comprising of Baldeep Singh Gill, Vice President of the Conference, Sameer Samal, Convenor, Innovation, Akash Manwani, Convenor, Academics, Aditi Sharma, Convenor, Partnerships, Kshitij Naik, Convenor, Publicity, Prof Suman Kalani, Chief Research Expert, ISAIL & Trishla Parihar for their utmost support and motivation.

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Committed to highlighting the regulatory needs and priorities of emerging economies in the context of AI and big data, this expertly crafted Companion explores the nature and role of regulation in the Global South from a techno-dependent societal perspective. It not only amplifies the unspoken and underrepresented voices in AI and data regulation scholarly discourse, but also provides a novel approach to otherwise recipient economies in an age of digital transformation.

This open access book develops a conceptual framework for glocal governance as a multi-stakeholder local governance approach based on global human rights norms and democratic principles. It discusses glocal governance as part of an ongoing global transformation process that began in the 1990s, when democracy and individualizing responsibilities for governance became the dominant political system worldwide, and continues through today’s dawn of a New Cold War between those countries which have democratized and those which haven’t. This book will intrigue practitioners and scholars alike who are interested in the concepts of glocality and glocalism, local-global connectivity, and the implementation and dissemination of global norms and concepts such as human rights and democracy, at the local and community level as well as among civil society and private enterprises. The author argues that global norms have now become universal benchmarks which private, political, and civil actors use to assess day-to-day situations and market developments, and to make their decisions accordingly. This book will appeal to students, practitioners, and scholars of the social sciences and humanities who are interested in governance, human rights, public diplomacy and international relations; and in conceptualizing mechanisms for governing and enforcing political decisions locally, on the basis of global universal principles, international norms, and laws.

This book provides the first comprehensive analysis of the impact of globalization on the Indian legal profession. Employing a range of original data from twenty empirical studies, the book details the emergence of a new corporate legal sector in India including large and sophisticated law firms and in-house legal departments, as well as legal process outsourcing companies. As the book's authors document, this new corporate legal sector is reshaping other parts of the Indian legal profession, including legal education, the development of pro bono and corporate social responsibility, the regulation of legal services, and gender, communal, and professional hierarchies with the bar. Taken as a whole, the book will be of interest to academics, lawyers, and policymakers interested in the critical role that a rapidly globalizing legal profession is playing in the legal, political, and economic development of important emerging economies like India, and how these countries are integrating into the institutions of global governance and the overall global market for legal services.

The book deals with digital technology which is transforming the landscape of dispute resolution. It illustrates the application of AI in the legal field and shows the future prospect of robo-justice for an AAI society in the advanced artificial intelligence era. In other words, the present justice system and the influence of current AI upon courts and arbitration are investigated. The transforming role of AI on all legal fields is examined thoroughly by giving answers concerning AI legal personality and liability. The analysis shows that digital technology is generating an ever-growing number of disputes and at the same time is challenging the effectiveness and reach of traditional dispute resolution avenues. To that extent, the book presents in tandem the impact of AI upon courts and arbitration, and reveals the role of AAI in generating a new robo-justice system. Finally, the end of the perplexing relation of courts and arbitration is evidenced methodically and comprehensively.