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Book
Brain-Computer Interfaces: U.S. Military Applications and Implications, An Initial Assessment
Authors: --- ---
Year: 2020 Publisher: Santa Monica, Calif. RAND Corporation

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Abstract

The U.S. Department of Defense (DoD) has invested in the development of technologies that allow the human brain to communicate directly with machines, including the development of implantable neural interfaces able to transfer data between the human brain and the digital world. This technology, known as brain-computer interface (BCI), may eventually be used to monitor a soldier's cognitive workload, control a drone swarm, or link with a prosthetic, among other examples. Further technological advances could support human-machine decisionmaking, human-to-human communication, system control, performance enhancement and monitoring, and training. However, numerous policy, safety, legal, and ethical issues should be evaluated before the technology is widely deployed. With this report, the authors developed a methodology for studying potential applications for emerging technology. This included developing a national security game to explore the use of BCI in combat scenarios; convening experts in military operations, human performance, and neurology to explore how the technology might affect military tactics, which aspects may be most beneficial, and which aspects might present risks; and offering recommendations to policymakers. The research assessed current and potential BCI applications for the military to ensure that the technology responds to actual needs, practical realities, and legal and ethical considerations.

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Book
An Analysis of Education and Training Programs in Advanced Manufacturing Using Robotics
Authors: --- --- --- ---
Year: 2020 Publisher: Santa Monica, Calif. RAND Corporation

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In many factories today, robots are already working alongside human workers and have been doing so for some time. Analysts anticipate that this trend is likely to grow as industrial robots become increasingly sophisticated and advanced. At the same time, there likely will be a shortage of human workers who hold the necessary technical and nontechnical skills to work with, program, and repair their machine counterparts. Given this reality, it is critical that new workers and those who are in the process of retraining have access to effective and affordable training programs. But do we have enough quality programs to serve this need? And what factors constitute a "quality program"? The RAND Corporation was asked to assess the state and future of education and training in advanced manufacturing (AM) using robotics, with a special focus on the U.S. Midwest region and the state of Pennsylvania — areas that currently are and historically have been hubs of manufacturing and provide important test cases for answering questions about the availability and content of AM training programs. The research team examines the economic context in which education, training, and workforce development programs currently operate and potentially will operate in the near future; reviews available programs and evaluates their curricular content and instructional practices and technologies; and reviews promising educational practices in these areas. The team also offers recommendations for stakeholders to consider as they work to meet the needs of the future AM workforce.

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Book
Machine Learning and gene editing at the helm of a societal evolution
Authors: --- --- --- --- --- et al.
Year: 2023 Publisher: RAND Corporation

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The integration of artificial intelligence (AI) and biotechnology, whilst in its infancy, presents significant opportunities and risks, and proactive policy is needed to manage these emerging technologies. Whilst AI continues to have significant and broad impact, its relevance and complexity magnify when integrated with other emerging technologies. The confluence of Machine Learning (ML), a subset of AI, with gene editing (GE) in particular can foster substantial benefits as well as daunting risks that range from ethics to national security. These complex technologies have implications for multiple sectors, ranging from agriculture and medicine to economic competition and national security. Consideration of technology advancements and policies in different geographic regions, and involvement of multiple organisations further confound this complexity. As the impact of ML and GE expands, forward looking policy is needed to mitigate risks and leverage opportunities. Thus, this study explores the technological and policy implications of the intersection of ML and GE, with a focus on the United States (US), the United Kingdom (UK), China, and the European Union (EU). Analysis of technical and policy developments over time and an assessment of their current state have informed policy recommendations that can help manage beneficial use of technology advancements and their convergence, which can be applied to other sectors. This report is intended for policymakers to prompt reflection on how to best approach the convergence of the two technologies. Technical practitioners may also find it valuable as a resource to consider the type of information and policy stakeholders engage with.

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Book
Supporting Joint Warfighter Readiness: Opportunities and Incentives for Interservice and Intraservice Coordination with Training-Simulator Acquisition and Use
Authors: --- --- --- --- --- et al.
Year: 2021 Publisher: Santa Monica, Calif. RAND Corporation

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Given the military's continuing effort to "train as we fight," warfighters must be prepared to collaborate with other services. There is a need to ensure coordination and interoperability within and across the services with respect to simulation-based training. However, because of organic changes in policies and organizational structures, there are significant challenges for the services to coordinate within their own organizations and to collaborate with one another while working toward joint training needs. Concurrent with the growing need for virtual distributed training capabilities, the military simulation-and-training market is growing, and this market includes substantial efforts to develop new training-simulator capabilities. However, technological development is not always driven by training needs, especially for cross-service exercises. Development of training simulators often drives the users rather than the reverse, especially with respect to distributed training systems. With a focus on air and ground training simulators for Tier 3 and Tier 4 exercises—i.e., training at the service component (operational) and individual unit (tactical) levels—the authors of this report investigate the gap between joint training needs and currently available and forthcoming technology in the training-simulator field. They provide a broad analysis of the simulation-based training enterprise and the organizational structure, requirements processes, and acquisition processes for each service. They also analyze joint training needs, organizational and policy mechanisms for coordination between services, and incentives structures for cross-service simulator development.

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Book
A New Framework and Logic Model for Using Live, Virtual, and Constructive Training in the United States Air Force

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The U.S. Air Force uses live, virtual, and constructive (LVC) capabilities to help enhance training and improve readiness. However, it is not always clear what combinations of LVC capabilities are most effective and how they map to training goals. The authors of this report analyze the use of LVC for aircrew continuation training and develop a framework for aligning LVC capabilities with training needs for collective, complex, cognitive tasks. The framework involves (1) mapping missions to underlying tasks and skills, (2) parsing skills into skill factors, (3) parsing training technologies according to how users interface with technology, and (4) integrating the results of steps (2) and (3) to identify appropriate training tools. The authors also built a prototype interactive software application that allows users to explore this mapping. However, selecting technologies for training depends on many factors beyond skills requirements. Thus, the authors developed a logic model that illustrates how inputs, such as policy, training goals, and resources, influence selection of training technologies; how those technologies contribute to aircrew proficiency and readiness; how these outcomes influence the inputs; and the need for robust measures of aircrew performance to support the process. The authors describe how to apply the model to guide research on appropriate mixes of LVC. This approach can enhance quality of training development and implementation, support research efforts on new capabilities, inform acquisition decisions about resource needs, and identify needs for possible changes in training policy.

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Book
Assessment of Joint All Domain Command and Control Requirements and the Use of Live, Virtual, and Constructive Capabilities for Training
Authors: --- --- --- --- --- et al.
Year: 2023 Publisher: RAND Corporation

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As the anticipated character of warfare changes, new operational concepts emerge in response to new needs, and training must also adapt to support these concepts and ensure readiness. Given the speed at which concepts develop and the length of time it may take to adapt training after the fact, it is prudent to assess training capabilities and practices as concepts mature rather than after concepts have been fully operationalized. Joint All Domain Command and Control (JADC2) is emerging as the preeminent operational concept in the U.S. Department of Defense. It is intended to improve situational awareness, improve abilities to direct forces across domains and services, and facilitate rapid decisionmaking. Distributed sensors, shooters, and data from all domains are connected to joint forces, enabling coordinated exercise of authority to integrate planning and synchronize convergence in time, space, and purpose. However, JADC2 is under development by all the services as well as the Joint Staff, and therefore, plans for its execution are not yet mature. It is a complex and networked concept, and training to support this concept will require preemptive consideration of supporting capabilities, especially when considering continuation training for personnel at air operation centers (AOCs). Live, virtual, and constructive (LVC) simulations can help support the complex training that JADC2 will require, but proper development and deployment will require aligning training processes, LVC capabilities, and JADC2 training needs. Drawing from documentation review and interviews with subject-matter experts, the authors develop a road map to leverage LVC in support of JADC2 training.

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