The Role of Autonomy in Dod Systems

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Publisher : CreateSpace
ISBN 13 : 9781508746188
Total Pages : 120 pages
Book Rating : 4.7/5 (461 download)

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Book Synopsis The Role of Autonomy in Dod Systems by : Department of Defense Defense Science Board

Download or read book The Role of Autonomy in Dod Systems written by Department of Defense Defense Science Board and published by CreateSpace. This book was released on 2015-03-07 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned systems are proving to have a significant impact on warfare worldwide. The true value of these systems is not to provide a direct human replacement, but rather to extend and complement human capability in a number of ways. These systems extend human reach by providing potentially unlimited persistent capabilities without degradation due to fatigue or lack of attention. Unmanned systems offer the warfighter more options and flexibility to access hazardous environments, work at small scales, or react at speeds and scales beyond human capability. With proper design of bounded autonomous capabilities, unmanned systems can also reduce the high cognitive load currently placed on operators/supervisors. Moreover, increased autonomy can enable humans to delegate those tasks that are more effectively done by computer, including synchronizing activities between multiple unmanned systems, software agents and warfighters—thus freeing humans to focus on more complex decision making. While the potential of autonomy is great, there have been many obstacles to general broad acceptance of unmanned systems, and, specifically, the autonomous capabilities needed to realize the benefits of autonomy in military applications. Most Department of Defense (DoD) deployments of unmanned systems have been motivated by the pressing needs of conflict, particularly the threat of improvised explosive devices and the need for persistent intelligence, surveillance and reconnaissance (ISR) data collection. To date, most of the demonstrated benefits of autonomous systems have been in air or ground applications, but there exists no reason that they could not be effective in maritime and space missions as well. The Task Force was charged to assist the DoD in understanding and preparing to take maximum practical advantage of advances in autonomy by reviewing relevant technologies, ongoing research and the current autonomy-relevant plans of the Military Services. The Department asked the Task Force to identify new opportunities to more aggressively use autonomy in military missions, to anticipate vulnerabilities and to make recommendations for overcoming operational difficulties and systemic barriers to realizing the full potential of autonomous systems.

Task Force Report

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Publisher :
ISBN 13 :
Total Pages : 115 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Task Force Report by : United States. Defense Science Board. Task Force on the Role of Autonomy in DoD Systems

Download or read book Task Force Report written by United States. Defense Science Board. Task Force on the Role of Autonomy in DoD Systems and published by . This book was released on 2012 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned systems are proving to have a significant impact on warfare worldwide. The true value of these systems is not to provide a direct human replacement, but rather to extend and complement human capability in a number of ways. These systems extend human reach by providing potentially unlimited persistent capabilities without degradation due to fatigue or lack of attention. Unmanned systems offer the warfighter more options and flexibility to access hazardous environments, work at small scales, or react at speeds and scales beyond human capability. With proper design of bounded autonomous capabilities, unmanned systems can also reduce the high cognitive load currently placed on operators/supervisors. Moreover, increased autonomy can enable humans to delegate those tasks that are more effectively done by computer, including synchronizing activities between multiple unmanned systems, software agents and warfighters -- thus freeing humans to focus on more complex decision making. The Task Force was charged to assist the DoD in understanding and preparing to take maximum practical advantage of advances in autonomy by reviewing relevant technologies, ongoing research and the current autonomy-relevant plans of the Military Services. The Department asked the Task Force to identify new opportunities to more aggressively use autonomy in military missions, to anticipate vulnerabilities and to make recommendations for overcoming operational difficulties and systemic barriers to realizing the full potential of autonomous systems.

The Role of Autonomy in DOD Systems - Reports on Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Remote Presence, UxV, DARPA Research, and Space and Ground Systems

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Publisher :
ISBN 13 : 9781549763373
Total Pages : 120 pages
Book Rating : 4.7/5 (633 download)

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Book Synopsis The Role of Autonomy in DOD Systems - Reports on Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Remote Presence, UxV, DARPA Research, and Space and Ground Systems by : U. S. Military

Download or read book The Role of Autonomy in DOD Systems - Reports on Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Remote Presence, UxV, DARPA Research, and Space and Ground Systems written by U. S. Military and published by . This book was released on 2017-09-16 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: The DSB Task Force on the Role of Autonomy in DoD Systems was asked to study relevant technologies, ongoing research, and the current autonomy-relevant plans of the Military Services, to assist the DoD in identifying new opportunities to more aggressively use autonomy in military missions, to anticipate vulnerabilities, and to make recommendations for overcoming operational difficulties and systemic barriers to realizing the full potential of autonomous systems. The Task Force has concluded that, while currently fielded unmanned systems are making positive contributions across DoD operations, autonomy technology is being underutilized as a result of material obstacles within the Department that are inhibiting the broad acceptance of autonomy and its ability to more fully realize the benefits of unmanned systems. Overall, the Task Force found that unmanned systems are making a significant, positive impact on DoD objectives worldwide. However, the true value of these systems is not to provide a direct human replacement, but rather to extend and complement human capability by providing potentially unlimited persistent capabilities, reducing human exposure to life threatening tasks, and with proper design, reducing the high cognitive load currently placed on operators/supervisors.Unmanned systems are proving to have a significant impact on warfare worldwide. The true value of these systems is not to provide a direct human replacement, but rather to extend and complement human capability in a number of ways. These systems extend human reach by providing potentially unlimited persistent capabilities without degradation due to fatigue or lack of attention. Unmanned systems offer the warfighter more options and flexibility to access hazardous environments, work at small scales, or react at speeds and scales beyond human capability. With proper design of bounded autonomous capabilities, unmanned systems can also reduce the high cognitive load currently placed on operators/supervisors. Moreover, increased autonomy can enable humans to delegate those tasks that are more effectively done by computer, including synchronizing activities between multiple unmanned systems, software agents and warfighters--thus freeing humans to focus on more complex decision making.1.0 Executive Summary * 1.1. Misperceptions about Autonomy are Limiting its Adoption * 1.2. Create an Autonomous Systems Reference Framework to Replace "Levels of Autonomy" * 1.3. Technical Challenges Remain, Some Proven Autonomy Capability Underutilized * 1.4. Autonomous Systems Pose Unique Acquisition Challenges * 1.5. Avoid Capability Surprise by Anticipating Adversary Use of Autonomous Systems * 2.0 Operational Benefits of Autonomy * 2.1. Unmanned Aerial Vehicles * 2.2. Unmanned Ground Systems * 2.3. Unmanned Maritime Vehicles * 2.4. Unmanned Space Systems * 2.5. Conclusion * 3.0 Technical Issues of Autonomy * 3.1. Motivation: What Makes Autonomy Hard * 3.2. Defining Levels of Autonomy is Not Useful * 3.3. Autonomous System Reference Framework * 3.4. Needed Technology Development * 3.5. Technical Recommendations * 4.0 Acquisition Issues of Autonomy * 4.1. Requirements and Development * 4.2. Test and Evaluation * 4.3. Transition to Operational Deployment * 5.0 Capability Surprise in Autonomy Technology * 5.1. Overview of Global Unmanned Systems * 5.2. Unmanned Symmetric Adversary Scenarios * 5.3. Value for Asymmetric Adversaries * 5.4. External Vulnerabilities * 5.5. Self-Imposed Vulnerabilities * 5.6. Recommendations . * Appendix A--Details of Operational Benefits by Domain * A.1. Aerial Systems Strategy * A.2. Maritime Systems * A.3. Ground Systems * A.4. Space Systems * Appendix B--Bibliography * Appendix C--Task Force Terms of Reference * Appendix D--Task Force Membership * Appendix E--Task Force Briefings * Appendix F--Glossary

Autonomous Vehicles in Support of Naval Operations

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Author :
Publisher : National Academies Press
ISBN 13 : 0309181232
Total Pages : 256 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Autonomous Vehicles in Support of Naval Operations by : National Research Council

Download or read book Autonomous Vehicles in Support of Naval Operations written by National Research Council and published by National Academies Press. This book was released on 2005-08-05 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autonomous vehicles (AVs) have been used in military operations for more than 60 years, with torpedoes, cruise missiles, satellites, and target drones being early examples.1 They have also been widely used in the civilian sector-for example, in the disposal of explosives, for work and measurement in radioactive environments, by various offshore industries for both creating and maintaining undersea facilities, for atmospheric and undersea research, and by industry in automated and robotic manufacturing. Recent military experiences with AVs have consistently demonstrated their value in a wide range of missions, and anticipated developments of AVs hold promise for increasingly significant roles in future naval operations. Advances in AV capabilities are enabled (and limited) by progress in the technologies of computing and robotics, navigation, communications and networking, power sources and propulsion, and materials. Autonomous Vehicles in Support of Naval Operations is a forward-looking discussion of the naval operational environment and vision for the Navy and Marine Corps and of naval mission needs and potential applications and limitations of AVs. This report considers the potential of AVs for naval operations, operational needs and technology issues, and opportunities for improved operations.

Role of Autonomy in DOD Systems - Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Swarmanoid, LANdroid, Remote Presence, UxV, DARPA Research, Space and Ground Systems

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Publisher :
ISBN 13 : 9781301033881
Total Pages : pages
Book Rating : 4.0/5 (338 download)

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Book Synopsis Role of Autonomy in DOD Systems - Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Swarmanoid, LANdroid, Remote Presence, UxV, DARPA Research, Space and Ground Systems by :

Download or read book Role of Autonomy in DOD Systems - Unmanned Aerial Vehicles (UAV), Robotics, Teleoperation, Haptics, Centibot, Swarmanoid, LANdroid, Remote Presence, UxV, DARPA Research, Space and Ground Systems written by and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Operations (ADP 3-0)

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Publisher : Lulu.com
ISBN 13 : 035994695X
Total Pages : 100 pages
Book Rating : 4.3/5 (599 download)

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Book Synopsis Operations (ADP 3-0) by : Headquarters Department of the Army

Download or read book Operations (ADP 3-0) written by Headquarters Department of the Army and published by Lulu.com. This book was released on 2019-09-27 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: ADP 3-0, Operations, constitutes the Army's view of how to conduct prompt and sustained operations across multiple domains, and it sets the foundation for developing other principles, tactics, techniques, and procedures detailed in subordinate doctrine publications. It articulates the Army's operational doctrine for unified land operations. ADP 3-0 accounts for the uncertainty of operations and recognizes that a military operation is a human undertaking. Additionally, this publication is the foundation for training and Army education system curricula related to unified land operations. The principal audience for ADP 3-0 is all members of the profession of arms. Commanders and staffs of Army headquarters serving as joint task force (JTF) or multinational headquarters should also refer to applicable joint or multinational doctrine concerning the range of military operations and joint or multinational forces. Trainers and educators throughout the Army will use this publication as well.

Autonomous Horizons

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Publisher : Independently Published
ISBN 13 : 9781092834346
Total Pages : 420 pages
Book Rating : 4.8/5 (343 download)

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Book Synopsis Autonomous Horizons by : Greg Zacharias

Download or read book Autonomous Horizons written by Greg Zacharias and published by Independently Published. This book was released on 2019-04-05 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr. Greg Zacharias, former Chief Scientist of the United States Air Force (2015-18), explores next steps in autonomous systems (AS) development, fielding, and training. Rapid advances in AS development and artificial intelligence (AI) research will change how we think about machines, whether they are individual vehicle platforms or networked enterprises. The payoff will be considerable, affording the US military significant protection for aviators, greater effectiveness in employment, and unlimited opportunities for novel and disruptive concepts of operations. Autonomous Horizons: The Way Forward identifies issues and makes recommendations for the Air Force to take full advantage of this transformational technology.

Autonomous Weapons Systems

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Publisher : Cambridge University Press
ISBN 13 : 1107153565
Total Pages : 421 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Autonomous Weapons Systems by : Nehal Bhuta

Download or read book Autonomous Weapons Systems written by Nehal Bhuta and published by Cambridge University Press. This book was released on 2016-09 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: This examination of the implications and regulation of autonomous weapons systems combines contributions from law, robotics and philosophy.

Foundations of Trusted Autonomy

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Publisher : Springer
ISBN 13 : 3319648160
Total Pages : 399 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Foundations of Trusted Autonomy by : Hussein A. Abbass

Download or read book Foundations of Trusted Autonomy written by Hussein A. Abbass and published by Springer. This book was released on 2018-01-15 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.

Autonomy in Weapon Systems

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (136 download)

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Book Synopsis Autonomy in Weapon Systems by : United States. Department of Defense

Download or read book Autonomy in Weapon Systems written by United States. Department of Defense and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This directive: 1. Establishes policy and assigns responsibilities for developing and using autonomous and semi-autonomous functions in weapon systems, including armed platforms that are remotely operated or operated by onboard personnel. 2. Establishes guidelines designed to minimize the probability and consequences of failures in autonomous and semi-autonomous weapon systems that could lead to unintended engagements. 3. Establishes the Autonomous Weapon Systems Working Group.

The Legality and Accountability of Autonomous Weapon Systems

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1316514838
Total Pages : 287 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis The Legality and Accountability of Autonomous Weapon Systems by : Afonso Seixas-Nunes

Download or read book The Legality and Accountability of Autonomous Weapon Systems written by Afonso Seixas-Nunes and published by Cambridge University Press. This book was released on 2022-05-19 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive definition of autonomous weapons systems and their operation and what happens when they cause violations of international law.

An Introduction to Ethics in Robotics and AI

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Publisher : Springer Nature
ISBN 13 : 3030511103
Total Pages : 124 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis An Introduction to Ethics in Robotics and AI by : Christoph Bartneck

Download or read book An Introduction to Ethics in Robotics and AI written by Christoph Bartneck and published by Springer Nature. This book was released on 2020-08-11 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book introduces the reader to the foundations of AI and ethics. It discusses issues of trust, responsibility, liability, privacy and risk. It focuses on the interaction between people and the AI systems and Robotics they use. Designed to be accessible for a broad audience, reading this book does not require prerequisite technical, legal or philosophical expertise. Throughout, the authors use examples to illustrate the issues at hand and conclude the book with a discussion on the application areas of AI and Robotics, in particular autonomous vehicles, automatic weapon systems and biased algorithms. A list of questions and further readings is also included for students willing to explore the topic further.

Advancing Autonomous Systems

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Publisher :
ISBN 13 : 9781977401878
Total Pages : 120 pages
Book Rating : 4.4/5 (18 download)

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Book Synopsis Advancing Autonomous Systems by : Bradley Martin

Download or read book Advancing Autonomous Systems written by Bradley Martin and published by . This book was released on 2018-12 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lethal Autonomous Weapons

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Publisher : Oxford University Press, USA
ISBN 13 : 0197546048
Total Pages : 321 pages
Book Rating : 4.1/5 (975 download)

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Book Synopsis Lethal Autonomous Weapons by : Jai Galliott

Download or read book Lethal Autonomous Weapons written by Jai Galliott and published by Oxford University Press, USA. This book was released on 2021-01-19 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Because of the increasing use of Unmanned Aerial Vehicles (UAVs, also commonly known as drones) in various military and para-military (i.e., CIA) settings, there has been increasing debate in the international community as to whether it is morally and ethically permissible to allow robots (flying or otherwise) the ability to decide when and where to take human life. In addition, there has been intense debate as to the legal aspects, particularly from a humanitarian law framework. In response to this growing international debate, the United States government released the Department of Defense (DoD) 3000.09 Directive (2011), which sets a policy for if and when autonomous weapons would be used in US military and para-military engagements. This US policy asserts that only "human-supervised autonomous weapon systems may be used to select and engage targets, with the exception of selecting humans as targets, for local defense ...". This statement implies that outside of defensive applications, autonomous weapons will not be allowed to independently select and then fire upon targets without explicit approval from a human supervising the autonomous weapon system. Such a control architecture is known as human supervisory control, where a human remotely supervises an automated system (Sheridan 1992). The defense caveat in this policy is needed because the United States currently uses highly automated systems for defensive purposes, e.g., Counter Rocket, Artillery, and Mortar (C-RAM) systems and Patriot anti-missile missiles. Due to the time-critical nature of such environments (e.g., soldiers sleeping in barracks within easy reach of insurgent shoulder-launched missiles), these automated defensive systems cannot rely upon a human supervisor for permission because of the short engagement times and the inherent human neuromuscular lag which means that even if a person is paying attention, there is approximately a half-second delay in hitting a firing button, which can mean the difference for life and death for the soldiers in the barracks. So as of now, no US UAV (or any robot) will be able to launch any kind of weapon in an offensive environment without human direction and approval. However, the 3000.09 Directive does contain a clause that allows for this possibility in the future. This caveat states that the development of a weapon system that independently decides to launch a weapon is possible but first must be approved by the Under Secretary of Defense for Policy (USD(P)); the Under Secretary of Defense for Acquisition, Technology, and Logistics (USD(AT&L)); and the Chairman of the Joint Chiefs of Staff. Not all stakeholders are happy with this policy that leaves the door open for what used to be considered science fiction. Many opponents of such uses of technologies call for either an outright ban on autonomous weaponized systems, or in some cases, autonomous systems in general (Human Rights Watch 2013, Future of Life Institute 2015, Chairperson of the Informal Meeting of Experts 2016). Such groups take the position that weapons systems should always be under "meaningful human control," but do not give a precise definition of what this means. One issue in this debate that often is overlooked is that autonomy is not a discrete state, rather it is a continuum, and various weapons with different levels of autonomy have been in the US inventory for some time. Because of these ambiguities, it is often hard to draw the line between automated and autonomous systems. Present-day UAVs use the very same guidance, navigation and control technology flown on commercial aircraft. Tomahawk missiles, which have been in the US inventory for more than 30 years, are highly automated weapons with accuracies of less than a meter. These offensive missiles can navigate by themselves with no GPS, thus exhibiting some autonomy by today's definitions. Global Hawk UAVs can find their way home and land on their own without any human intervention in the case of a communication failure. The growth of the civilian UAV market is also a critical consideration in the debate as to whether these technologies should be banned outright. There is a $144.38B industry emerging for the commercial use of drones in agricultural settings, cargo delivery, first response, commercial photography, and the entertainment industry (Adroit Market Research 2019) More than $100 billion has been spent on driverless car development (Eisenstein 2018) in the past 10 years and the autonomy used in driverless cars mirrors that inside autonomous weapons. So, it is an important distinction that UAVs are simply the platform for weapon delivery (autonomous or conventional), and that autonomous systems have many peaceful and commercial uses independent of military applications"--

Autonomous Weapon Systems

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Publisher :
ISBN 13 : 9781687461919
Total Pages : 116 pages
Book Rating : 4.4/5 (619 download)

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Book Synopsis Autonomous Weapon Systems by : Jeffrey L. Caton

Download or read book Autonomous Weapon Systems written by Jeffrey L. Caton and published by . This book was released on 2015-12-16 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: What does the Department of Defense hope to gain from the use of autonomous weapon systems (AWS)? This Letort Paper explores a diverse set of complex issues related to the developmental, operational, legal, and ethical aspects of AWS. It explores the recent history of the development and integration of autonomous and semi-autonomous systems into traditional military operations. It examines anticipated expansion of these roles in the near future as well as outlines international efforts to provide a context for the use of the systems by the United States. As these topics are well-documented in many sources, this Paper serves as a primer for current and future AWS operations to provide senior policymakers, decisionmakers, military leaders, and their respective staffs an overall appreciation of existing capabilities and the challenges, opportunities, and risks associated with the use of AWS across the range of military operations. Emphasis is added to missions and systems that include the use of deadly force.

Happiness is the Wrong Metric

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Publisher : Springer
ISBN 13 : 3319696238
Total Pages : 312 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Happiness is the Wrong Metric by : Amitai Etzioni

Download or read book Happiness is the Wrong Metric written by Amitai Etzioni and published by Springer. This book was released on 2018-01-08 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license. This timely book addresses the conflict between globalism and nationalism. It provides a liberal communitarian response to the rise of populism occurring in many democracies. The book highlights the role of communities next to that of the state and the market. It spells out the policy implications of liberal communitarianism for privacy, freedom of the press, and much else. In a persuasive argument that speaks to politics today from Europe to the United States to Australia, the author offers a compelling vision of hope. Above all, the book offers a framework for dealing with moral challenges people face as they seek happiness but also to live up to their responsibilities to others and the common good. At a time when even our most basic values are up for question in policy debates riddled with populist manipulation, Amitai Etzioni’s bold book creates a new frame which introduces morals and values back into applied policy questions. These questions span the challenges of jobless growth to the unanswered questions posed by the role of artificial intelligence in a wide range of daily life tasks and decisions. While not all readers will agree with the communitarian solutions that he proposes, many will welcome an approach that is, at its core, inclusive and accepting of the increasingly global nature of all societies at the same time. It is a must read for all readers concerned about the future of Western liberal democracy. Carol Graham, Leo Pasvolsky Senior Fellow, The Brookings Institution and College Park Professor/University of Maryland In characteristically lively, engaging, and provocative style Etzioni tackles many of the great public policy dilemmas that afflict us today. Arguing that we are trapped into a spiral of slavish consumerism, he proposes a form of liberal communitarian that, he suggests, will allow human beings to flourish in changing circumstances. Jonathan Wolff, Blavatnik Chair of Public Policy, Blavatnik School of Government, University of Oxford

U. S. Ground Forces Robotics and Autonomous Systems (Ras) and Artificial Intelligence (Ai)

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Publisher : Independently Published
ISBN 13 : 9781790729869
Total Pages : 50 pages
Book Rating : 4.7/5 (298 download)

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Book Synopsis U. S. Ground Forces Robotics and Autonomous Systems (Ras) and Artificial Intelligence (Ai) by : Jennifer K. Elsea

Download or read book U. S. Ground Forces Robotics and Autonomous Systems (Ras) and Artificial Intelligence (Ai) written by Jennifer K. Elsea and published by Independently Published. This book was released on 2018-12-04 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: The nexus of robotics and autonomous systems (RAS) and artificial intelligence (AI) has the potential to change the nature of warfare. RAS offers the possibility of a wide range of platforms-not just weapon systems-that can perform "dull, dangerous, and dirty" tasks- potentially reducing the risks to soldiers and Marines and possibly resulting in a generation of less expensive ground systems. Other nations, notably peer competitors Russia and China, are aggressively pursuing RAS and AI for a variety of military uses, raising considerations about the U.S. military's response-to include lethal autonomous weapons systems (LAWS)-that could be used against U.S. forces. The adoption of RAS and AI by U.S. ground forces carries with it a number of possible implications, including potentially improved performance and reduced risk to soldiers and Marines; potential new force designs; better institutional support to combat forces; potential new operational concepts; and possible new models for recruiting and retaining soldiers and Marines. The Army and Marines have developed and are executing RAS and AI strategies that articulate near-, mid-, and long-term priorities. Both services have a number of RAS and AI efforts underway and are cooperating in a number of areas. A fully manned, capable, and well-trained workforce is a key component of military readiness. The integration of RAS and AI into military units raises a number of personnel-related issues that may be of interest to Congress, including unit manning changes, recruiting and retention of those with advanced technical skills, training, and career paths. RAS and AI are anticipated to be incorporated into a variety of military applications, ranging from logistics and maintenance, personnel management, intelligence, and planning to name but a few. In this regard, most consider it unlikely that appreciable legal and ethical objections to their use by the military will be raised. The most provocative question concerning the military application of RAS and AI being actively debated by academics, legal scholars, policymakers, and military officials is that of "killer robots" (i.e., should autonomous robotic weapon systems be permitted to take human life?). Potential issues for Congress include the following: Would an assessment of foreign military RAS and AI efforts and the potential impact on U.S. ground forces benefit policymakers? Should the United States develop fully autonomous weapon systems for ground forces? How will U.S. ground forces counter foreign RAS and AI capabilities? How should the Department of Defense (DOD) and the Services engage with the private sector? What are some of the personnel-related concerns associated with RAS and AI? What role should Congress play in the legal and ethical debate on LAWS? What role should the United States play in potential efforts to regulate LAWS?