Reports

Additional reports and analyses are available to U.S. Government officials with appropriate credentials. Contact Larry Lewis at (703) 284-2020 for more details.

AI and Autonomy in War: Understanding and Mitigating Risks

Significant advances in artificial intelligence over the past decade have changed our way of life, and the impacts of AI are only expected to accelerate. AI is increasingly discussed as a source of good in many areas, such as medicine, education, and law enforcement. At the same time, the idea of military applications of AI and the related attribute of autonomy has created considerable controversy. There are strong concerns about these technologies, even speculation that they could lead to the end of the world. This CNA report examines commonly held concerns as reported in the media or voiced in international gatherings.

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Impact of Unmanned Systems to Escalation Dynamics

Unmanned systems are proliferating at an explosive pace, and the U.S. Navy is increasingly employing and encountering them. Despite their many benefits, unmanned systems create the potential for unanticipated second-order effects. Of particular concern is the potential for unmanned systems to alter escalation dynamics between states, increasing risks to militaries and states. In light of this, U.S. Fleet Forces Command asked CNA to explore the impact of unmanned systems to escalation dynamics, focusing on how near-term unmanned systems (2017-2025) affect state-on-state competition in the maritime domain during shaping and deterrence operations.

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Redefining Human Control: Lessons from the Battlefield for Autonomous Weapons

This report examines the issue of human control with regard to lethal autonomy, an issue of significant interest in United Nations discussions in the Convention on Certain Conventional Weapons (CCW) forum. We analyze this issue in light of lessons and best practices from recent U.S. operations. Based on this analysis, we make the case for a wider framework for the application of human control over the use of force.

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Arms Control and Lethal Autonomy

In the coming years, lethal autonomous weapons systems are likely to have a revolutionary impact on warfare. These weapons can attack targets based on artificial intelligence, without direct control by humans. Fear of their potential for unintended consequences has led to calls for a ban on autonomous weapons. What should the U.S. expect of such arms control negotiations? What role can the U.S. play in talks when autonomous weapons are at the core of the Third Offset plan to modernize U.S. national security?

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Incorporating Autonomy Into Warfighting

The benefits, risks, and sensitivities surrounding autonomous weapon systems (AWS) demand an objective analytical approach to answer both whether and how the U.S. should explore the use of such systems. CNA analysis identifies that these technologies could bring important—potentially even critical—capabilities to the U.S. military, and singles out opportunities to explore AWS in lower-risk operational environments.

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AI, Robots, and Swarms: Issues, Questions, and Recommended Studies

The military is on the cusp of a major technological revolution, in which warfare is conducted by unmanned and increasingly autonomous weapon systems. However, unlike the last "sea change," during the Cold War, when advanced technologies were developed primarily by the Department of Defense (DoD), the key technology enablers today are being developed mostly in the commercial world. This study looks at the state-of-the-art of AI, machine-learning, and robot technologies, and their potential future military implications for autonomous (and semi-autonomous) weapon systems.

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Artificial Intelligence & Autonomy: Opportunities and Challenges

Although no one can predict how AI will evolve or how it will affect the development of military autonomous systems, we can anticipate many of the conceptual, technical, and operational challenges that DOD will face as it increasingly turns to AI-based technologies. We identified four key gaps facing DOD as the military evolves toward an "autonomy era": (1) a mismatch of timescales between the pace of commercial innovation and DOD's acquisition process; (2) an underappreciation of the fundamental unpredictability of autonomous systems; (3) a lack of a universally agreed upon conceptual framework for autonomy; and (4) a disconnect between the design of autonomous systems and CONOPS development.

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Insights for the Third Offset: Addressing Challenges of Autonomy and Artificial Intelligence in Military Operations

CNA conducts analysis for the U.S. Navy, the Department of Defense (DOD), and other sponsors, ranging across policy, strategy, organizational processes, technical performance of military systems, and current operations. Because of the expected impact of autonomy and artificial intelligence (AI) to the character of warfare, CNA has created a Center for Autonomy and Artificial Intelligence to focus on these emerging technologies and their significant role in U.S. defense policy and all the military services. The Center combines CNA's strengths and experience in conducting objective analysis of U.S. military operations with focused expertise in autonomy and other aspects of AI.

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