Putting AI in the Critical Loop

Putting AI in the Critical Loop PDF Author: Prithviraj Dasgupta
Publisher: Elsevier
ISBN: 0443159874
Category : Computers
Languages : en
Pages : 306

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Book Description
Providing a high level of autonomy for a human-machine team requires assumptions that address behavior and mutual trust. The performance of a human-machine team is maximized when the partnership provides mutual benefits that satisfy design rationales, balance of control, and the nature of autonomy. The distinctively different characteristics and features of humans and machines are likely why they have the potential to work well together, overcoming each other's weaknesses through cooperation, synergy, and interdependence which forms a “collective intelligence. Trust is bidirectional and two-sided; humans need to trust AI technology, but future AI technology may also need to trust humans.Putting AI in the Critical Loop: Assured Trust and Autonomy in Human-Machine Teams focuses on human-machine trust and “assured performance and operation in order to realize the potential of autonomy. This book aims to take on the primary challenges of bidirectional trust and performance of autonomous systems, providing readers with a review of the latest literature, the science of autonomy, and a clear path towards the autonomy of human-machine teams and systems. Throughout this book, the intersecting themes of collective intelligence, bidirectional trust, and continual assurance form the challenging and extraordinarily interesting themes which will help lay the groundwork for the audience to not only bridge the knowledge gaps, but also to advance this science to develop better solutions. Assesses the latest research advances, engineering challenges, and the theoretical gaps surrounding the question of autonomy Reviews the challenges of autonomy (e.g., trust, ethics, legalities, etc.), including gaps in the knowledge of the science Offers a path forward to solutions Investigates the value of trust by humans of HMTs, as well as the bidirectionality of trust, understanding how machines learn to trust their human teammates

Putting AI in the Critical Loop

Putting AI in the Critical Loop PDF Author: Prithviraj Dasgupta
Publisher: Elsevier
ISBN: 0443159874
Category : Computers
Languages : en
Pages : 306

Get Book Here

Book Description
Providing a high level of autonomy for a human-machine team requires assumptions that address behavior and mutual trust. The performance of a human-machine team is maximized when the partnership provides mutual benefits that satisfy design rationales, balance of control, and the nature of autonomy. The distinctively different characteristics and features of humans and machines are likely why they have the potential to work well together, overcoming each other's weaknesses through cooperation, synergy, and interdependence which forms a “collective intelligence. Trust is bidirectional and two-sided; humans need to trust AI technology, but future AI technology may also need to trust humans.Putting AI in the Critical Loop: Assured Trust and Autonomy in Human-Machine Teams focuses on human-machine trust and “assured performance and operation in order to realize the potential of autonomy. This book aims to take on the primary challenges of bidirectional trust and performance of autonomous systems, providing readers with a review of the latest literature, the science of autonomy, and a clear path towards the autonomy of human-machine teams and systems. Throughout this book, the intersecting themes of collective intelligence, bidirectional trust, and continual assurance form the challenging and extraordinarily interesting themes which will help lay the groundwork for the audience to not only bridge the knowledge gaps, but also to advance this science to develop better solutions. Assesses the latest research advances, engineering challenges, and the theoretical gaps surrounding the question of autonomy Reviews the challenges of autonomy (e.g., trust, ethics, legalities, etc.), including gaps in the knowledge of the science Offers a path forward to solutions Investigates the value of trust by humans of HMTs, as well as the bidirectionality of trust, understanding how machines learn to trust their human teammates

Artificial Intelligence and Its Discontents

Artificial Intelligence and Its Discontents PDF Author: Ariane Hanemaayer
Publisher: Springer Nature
ISBN: 3030886158
Category : Social Science
Languages : en
Pages : 283

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Book Description
On what basis can we challenge Artificial Intelligence (AI) - its infusion, investment, and implementation across the globe? This book answers this question by drawing on a range of critical approaches from the social sciences and humanities, including posthumanism, ethics and human values, surveillance studies, Black feminism, and other strategies for social and political resistance. The authors analyse timely topics, including bias and language processing, responsibility and machine learning, COVID-19 and AI in health technologies, bio-AI and nanotechnology, digital ethics, AI and the gig economy, representations of AI in literature and culture, and many more. This book is for those who are currently working in the field of AI critique and disruption as well as in AI development and programming. It is also for those who want to learn more about how to doubt, question, challenge, reject, reform and otherwise reprise AI as it been practiced and promoted.

Accountability in Human Resource Management

Accountability in Human Resource Management PDF Author: Jack J. Phillips
Publisher: Routledge
ISBN: 1317437209
Category : Business & Economics
Languages : en
Pages : 324

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Book Description
From selection and assessment, to training and development, and reward management, all HR functions have an impact on an organization. Ever-present budgetary pressures mean that there is perpetual competition for resources, so HR departments must be able to account for and justify their contribution to the bottom line. This practical text presents a results-based approach to HR accountability, which explains how to: Uncover and monitor the costs of HR programs Develop programs emphasizing accountability Collect data for evaluation Measure the contribution of human resources Calculate HR’s return on investment This new edition is fully revised and updated to reflect developments in the field, such as the rise of talent management and the increased role of technology in HR measurement, and is supported with international examples throughout. New chapters have been added to address business alignment, HR scorecards, analytics maturity, and international applications of the methodology. Case studies, tool templates and lecture slides are provided as online supplements for HR practitioners and students. Accountability in Human Resource Management 2nd Edition is a complete and detailed guide suitable for HR professionals and students on advanced human resource management courses.

Causation in Psychology

Causation in Psychology PDF Author: John Campbell
Publisher: Harvard University Press
ISBN: 0674967860
Category : Philosophy
Languages : en
Pages : 216

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Book Description
A renowned philosopher argues that singular causation in the mind is not grounded in general patterns of causation, a claim on behalf of human distinctiveness, which has implications for the future of social robots. A blab droid is a robot with a body shaped like a pizza box, a pair of treads, and a smiley face. Guided by an onboard video camera, it roams hotel lobbies and conference centers, asking questions in the voice of a seven-year-old. “Can you help me?” “What is the worst thing you’ve ever done?” “Who in the world do you love most?” People pour their hearts out in response. This droid prompts the question of what we can hope from social robots. Might they provide humanlike friendship? Philosopher John Campbell doesn’t think so. He argues that, while a social robot can remember the details of a person’s history better than some spouses can, it cannot empathize with the human mind, because it lacks the faculty for thinking in terms of singular causation. Causation in Psychology makes the case that singular causation is essential and unique to the human species. From the point of view of practical action, knowledge of what generally causes what is often all one needs. But humans are capable of more. We have a capacity to imagine singular causation. Unlike robots and nonhuman animals, we don’t have to rely on axioms about pain to know how ongoing suffering is affecting someone’s ability to make decisions, for example, and this knowledge is not a derivative of general rules. The capacity to imagine singular causation, Campbell contends, is a core element of human freedom and of the ability to empathize with human thoughts and feelings.

Pancreatic Endoscopic Ultrasound

Pancreatic Endoscopic Ultrasound PDF Author: Leonardo Sosa Valencia
Publisher: Cambridge Scholars Publishing
ISBN: 1527528405
Category : Medical
Languages : en
Pages : 370

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Book Description
This text stresses the importance of Endoscopic Ultrasound (EUS) - the combination of flexible endoscopy and ultrasound (U/S) - as a tool to see beyond the digestive tract into the human body, and in particular to visualize the pancreas, an endocrine organ which is hidden deep inside the retroperitoneum. Pancreatic cancer, which is increasing globally, remains one of the most aggressive and morbid cancers, and is only survivable if the cancer is detected early. EUS has become the primary tool used to diagnose such cancers, as well as a variety of other diseases affecting the pancreas. The text is intended for all physicians dealing with patients with pancreatic issues, and will provide them with indications and treatment algorithms for cost-effective referrals and diagnostic testing. For endoscopists an with interest in learning EUS, this book will guide them through this complex technology, helping them to better understand the physical and interpretational skills needed in order to perform pancreatic EUS in a simple and effective fashion.

The Registrar General's Statistical Review of England and Wales for the Year ...

The Registrar General's Statistical Review of England and Wales for the Year ... PDF Author:
Publisher:
ISBN:
Category : Great Britain
Languages : en
Pages : 1136

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Book Description


Human-Robot Interaction

Human-Robot Interaction PDF Author: Ramana Vinjamuri
Publisher: BoD – Books on Demand
ISBN: 1803564105
Category : Computers
Languages : en
Pages : 228

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Book Description
The book Human-Robot Interaction - Perspectives and Applications highlights the latest developments and obstacles in the field of human-machine interaction, including collaborative and humanoid robots, symbiosis between humans and robots, human-human collaboration, and robotics. Human-robot interaction has immense potential in areas like healthcare, education, manufacturing, military, and space exploration. This volume consists of several chapters that explore various topics such as the use of robotic wheelchairs, deep neural networks for robot grasp recognition, materials and sensors required for human-robot interaction, the use of drone technology in agriculture, healthcare robots in smart hospitals, and more.

Rising Stars in Human-Robot Interaction

Rising Stars in Human-Robot Interaction PDF Author: Bilge Mutlu
Publisher: Frontiers Media SA
ISBN: 2889767574
Category : Technology & Engineering
Languages : en
Pages : 220

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Book Description


Medical and Healthcare Robotics

Medical and Healthcare Robotics PDF Author: Olfa Boubaker
Publisher: Elsevier
ISBN: 0443184615
Category : Technology & Engineering
Languages : en
Pages : 300

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Book Description
Medical and Healthcare Robotics: New Paradigms and Recent Advances provides an overview and exclusive insights into current trends, the most recent innovations, and concerns in medical robotics. The book covers the major areas of medical robotics, including rehabilitation devices, artificial organs, assistive technologies, service robotics, and robotic devices for surgery, exploration, diagnosis, therapy, and training. It highlights the limitations and the importance of robotics and artificial intelligence for medical and healthcare applications. The book is a timely and comprehensive reference guide for undergraduate-level students, graduate students, and researchers in the fields of electrical engineering, mechanical engineering, mechatronics, control systems engineering, and biomedical engineering. It can be useful for master’s programs, leading consultants, and industrial companies. The book can be of high interest for physicians and physiotherapists and all technical people in the medical and biomedical fields. Covers the main areas of medical and healthcare robotics Presents the most recent innovations and trends in medical and healthcare robotics Contains chapters written by eminent researchers in the field

Human Activity and Behavior Analysis

Human Activity and Behavior Analysis PDF Author: Md Atiqur Rahman Ahad
Publisher: CRC Press
ISBN: 1003815790
Category : Computers
Languages : en
Pages : 285

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Book Description
Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects. The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on two main subject areas: Movement and Sensors, and Sports Activity Analysis. The editors are experts in these arenas, and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis.