The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies

The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 377
Release :
ISBN-10 : 9783110721843
ISBN-13 : 3110721848
Rating : 4/5 (43 Downloads)

Synopsis The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies by : Anthony Elliott

The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies examines the relationship of the social sciences to artificial intelligence, surveying the various convergences and divergences between science and technology studies on the one hand and identity transformations on the other. It provides representative coverage of all aspects of the AI revolution, from employment to education to military warfare, impacts on public policy and governance and the future of ethics. How is AI currently transforming social, economic, cultural and psychological processes? This handbook answers these questions by looking at recent developments in supercomputing, deep learning and neural networks, including such topics as AI mobile technology, social robotics, big data and digital research. It focuses especially on mechanisms of identity by defining AI as a new context for self-exploration and social relations and analyzing phenomena such as race, ethnicity and gender politics in human-machine interfaces.

The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies

The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 316
Release :
ISBN-10 : 9783110721751
ISBN-13 : 3110721759
Rating : 4/5 (51 Downloads)

Synopsis The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies by : Anthony Elliott

The De Gruyter Handbook of Artificial Intelligence, Identity and Technology Studies examines the relationship of the social sciences to artificial intelligence, surveying the various convergences and divergences between science and technology studies on the one hand and identity transformations on the other. It provides representative coverage of all aspects of the AI revolution, from employment to education to military warfare, impacts on public policy and governance and the future of ethics. How is AI currently transforming social, economic, cultural and psychological processes? This handbook answers these questions by looking at recent developments in supercomputing, deep learning and neural networks, including such topics as AI mobile technology, social robotics, big data and digital research. It focuses especially on mechanisms of identity by defining AI as a new context for self-exploration and social relations and analyzing phenomena such as race, ethnicity and gender politics in human-machine interfaces.

Generative AI and LLMs

Generative AI and LLMs
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 290
Release :
ISBN-10 : 9783111425078
ISBN-13 : 311142507X
Rating : 4/5 (78 Downloads)

Synopsis Generative AI and LLMs by : S. Balasubramaniam

Generative artificial intelligence (GAI) and large language models (LLM) are machine learning algorithms that operate in an unsupervised or semi-supervised manner. These algorithms leverage pre-existing content, such as text, photos, audio, video, and code, to generate novel content. The primary objective is to produce authentic and novel material. In addition, there exists an absence of constraints on the quantity of novel material that they are capable of generating. New material can be generated through the utilization of Application Programming Interfaces (APIs) or natural language interfaces, such as the ChatGPT developed by Open AI and Bard developed by Google. The field of generative artificial intelligence (AI) stands out due to its unique characteristic of undergoing development and maturation in a highly transparent manner, with its progress being observed by the public at large. The current era of artificial intelligence is being influenced by the imperative to effectively utilise its capabilities in order to enhance corporate operations. Specifically, the use of large language model (LLM) capabilities, which fall under the category of Generative AI, holds the potential to redefine the limits of innovation and productivity. However, as firms strive to include new technologies, there is a potential for compromising data privacy, long-term competitiveness, and environmental sustainability. This book delves into the exploration of generative artificial intelligence (GAI) and LLM. It examines the historical and evolutionary development of generative AI models, as well as the challenges and issues that have emerged from these models and LLM. This book also discusses the necessity of generative AI-based systems and explores the various training methods that have been developed for generative AI models, including LLM pretraining, LLM fine-tuning, and reinforcement learning from human feedback. Additionally, it explores the potential use cases, applications, and ethical considerations associated with these models. This book concludes by discussing future directions in generative AI and presenting various case studies that highlight the applications of generative AI and LLM.

Internet of Things and Machine Learning in Agriculture

Internet of Things and Machine Learning in Agriculture
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 454
Release :
ISBN-10 : 9783110691283
ISBN-13 : 3110691280
Rating : 4/5 (83 Downloads)

Synopsis Internet of Things and Machine Learning in Agriculture by : Jyotir Moy Chatterjee

Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.

Digital Roots

Digital Roots
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 295
Release :
ISBN-10 : 9783110740288
ISBN-13 : 3110740281
Rating : 4/5 (88 Downloads)

Synopsis Digital Roots by : Gabriele Balbi

As media environments and communication practices evolve over time, so do theoretical concepts. This book analyzes some of the most well-known and fiercely discussed concepts of the digital age from a historical perspective, showing how many of them have pre-digital roots and how they have changed and still are constantly changing in the digital era. Written by leading authors in media and communication studies, the chapters historicize 16 concepts that have become central in the digital media literature, focusing on three main areas. The first part, Technologies and Connections, historicises concepts like network, media convergence, multimedia, interactivity and artificial intelligence. The second one is related to Agency and Politics and explores global governance, datafication, fake news, echo chambers, digital media activism. The last one, Users and Practices, is finally devoted to telepresence, digital loneliness, amateurism, user generated content, fandom and authenticity. The book aims to shed light on how concepts emerge and are co-shaped, circulated, used and reappropriated in different contexts. It argues for the need for a conceptual media and communication history that will reveal new developments without concealing continuities and it demonstrates how the analogue/digital dichotomy is often a misleading one.

Artificial Intelligence for Data-Driven Medical Diagnosis

Artificial Intelligence for Data-Driven Medical Diagnosis
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 326
Release :
ISBN-10 : 9783110668322
ISBN-13 : 3110668327
Rating : 4/5 (22 Downloads)

Synopsis Artificial Intelligence for Data-Driven Medical Diagnosis by : Deepak Gupta

This book collects research works of data-driven medical diagnosis done via Artificial Intelligence based solutions, such as Machine Learning, Deep Learning and Intelligent Optimization. Physical devices powered with Artificial Intelligence are gaining importance in diagnosis and healthcare. Medical data from different sources can also be analyzed via Artificial Intelligence techniques for more effective results.

The Algorithmic Unconscious

The Algorithmic Unconscious
Author :
Publisher : Routledge
Total Pages : 210
Release :
ISBN-10 : 9781000345353
ISBN-13 : 1000345351
Rating : 4/5 (53 Downloads)

Synopsis The Algorithmic Unconscious by : Luca M. Possati

This book applies the concepts and methods of psychoanalysis to the study of artificial intelligence (AI) and human–AI interaction. It develops a new, more fruitful approach for applying psychoanalysis to AI and machine behavior. It appeals to a broad range of scholars: philosophers working on psychoanalysis, technology, AI ethics, and cognitive sciences, psychoanalysts, psychologists, and computer scientists. The book is divided into four parts. The first part (Chapter 1) analyzes the concept of "machine behavior." The second part (Chapter 2) develops a reinterpretation of some fundamental Freudian and Lacanian concepts through Bruno Latour’s actor-network theory. The third part (Chapters 3 and 4) focuses on the nature and structure of the algorithmic unconscious. The author claims that the unconscious roots of AI lie in a form of projective identification, i.e., an emotional and imaginative exchange between humans and machines. In the fourth part of the book (Chapter 5), the author advances the thesis that neuropsychoanalysis and the affective neurosciences can provide a new paradigm for research on artificial general intelligence. The Algorithmic Unconscious explores a completely new approach to AI, which can also be defined as a form of "therapy." Analyzing the projective identification processes that take place in groups of professional programmers and designers, as well as the "hidden" features of AI (errors, noise information, biases, etc.), represents an important tool to enable a healthy and positive relationship between humans and AI. Psychoanalysis is used as a critical space for reflection, innovation, and progress.

The Sciences of the Artificial, reissue of the third edition with a new introduction by John Laird

The Sciences of the Artificial, reissue of the third edition with a new introduction by John Laird
Author :
Publisher : MIT Press
Total Pages : 256
Release :
ISBN-10 : 9780262537537
ISBN-13 : 0262537532
Rating : 4/5 (37 Downloads)

Synopsis The Sciences of the Artificial, reissue of the third edition with a new introduction by John Laird by : Herbert A. Simon

Herbert Simon's classic work on artificial intelligence in the expanded and updated third edition from 1996, with a new introduction by John E. Laird. Herbert Simon's classic and influential The Sciences of the Artificial declares definitively that there can be a science not only of natural phenomena but also of what is artificial. Exploring the commonalities of artificial systems, including economic systems, the business firm, artificial intelligence, complex engineering projects, and social plans, Simon argues that designed systems are a valid field of study, and he proposes a science of design. For this third edition, originally published in 1996, Simon added new material that takes into account advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. Simon won the Nobel Prize for Economics in 1978 for his research into the decision-making process within economic organizations and the Turing Award (considered by some the computer science equivalent to the Nobel) with Allen Newell in 1975 for contributions to artificial intelligence, the psychology of human cognition, and list processing. The Sciences of the Artificial distills the essence of Simon's thought accessibly and coherently. This reissue of the third edition makes a pioneering work available to a new audience.

Manuscript Cultures: Mapping the Field

Manuscript Cultures: Mapping the Field
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 345
Release :
ISBN-10 : 9783110384826
ISBN-13 : 3110384825
Rating : 4/5 (26 Downloads)

Synopsis Manuscript Cultures: Mapping the Field by : Jörg Quenzer

Script and writing were among the most important inventions in human history, and until the invention of printing, the handwritten book was the primary medium of literary and cultural transmission. Although the study of manuscripts is already quite advanced for many regions of the world, no unified discipline of ‘manuscript studies’ has yet evolved which is capable of treating handwritten books from East Asia, India and the Islamic world equally alongside the European manuscript tradition. This book, which aims to begin the interdisciplinary dialogue needed to arrive at a truly systematic and comparative approach to manuscript cultures worldwide, brings together papers by leading researchers concerned with material, philological and cultural aspects of different manuscript traditions.