AI

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Technology, machines, and software that have the ability to be self-directed and learn from their actions are generally known as artificial intelligence. In the early days of computing, RAND researchers examined and tried to develop such technology and apply it for use in political and military simulations.

  • AI robot pressing a nuclear launch button.

    Article

    How Artificial Intelligence Could Increase the Risk of Nuclear War

    Apr 24, 2018

    Advances in AI have provoked a new kind of arms race among nuclear powers. This technology could challenge the basic rules of nuclear deterrence and lead to catastrophic miscalculations.

  • Face detection and recognition

    Commentary

    Keeping Artificial Intelligence Accountable to Humans

    Aug 20, 2018

    Artificial intelligence (AI) systems are often only as intelligent and fair as the data used to train them. To enable AI that frees humans from bias instead of reinforcing it, experts and regulators must think more deeply not only about what AI can do, but what it should do—and then teach it how.

Explore Artificial Intelligence

  • Curcuit board with chip with image of missile, photo by guirong hao/Getty Images

    Commentary

    AI for Peace

    The United States should apply lessons from the 70-year history of governing nuclear technology by building a framework for governing AI military technology. An AI for Peace program should articulate the dangers of this new technology, principles to manage the dangers, and a structure to shape the incentives for other states.

    Dec 13, 2019

  • Blog

    Artificial Intelligence Bias, Russia, Fentanyl: RAND Weekly Recap

    This weekly recap focuses on bias in algorithms, Russia's limits in the Middle East, understanding the fentanyl crisis, and more.

    Nov 29, 2019

  • Jennifer Bailey, VP of Apple Pay at Apple, speaks about the Apple Card during an Apple special event in Cupertino, California, March 25, 2019, photo by Stephen Lam/Reuters

    Commentary

    Did No One Audit the Apple Card Algorithm?

    Complex, opaque technologies like artificial intelligence provide significant benefits to society. But those don't eliminate the need for accountability and transparency.

    Nov 21, 2019

  • Blog

    Disinformation, Drug Policy, Artificial Intelligence: RAND Weekly Recap

    This weekly recap focuses on tools to fight disinformation online, the negative consequences of punishing pregnant women for drug use, how to ensure public trust in artificial intelligence, and more.

    Nov 15, 2019

  • Blog

    Veterans, Autonomous Vehicles, Digital Protests: RAND Weekly Recap

    This weekly recap focuses on preventing veteran suicide, who's responsible when a car is hacked, how digital protests can affect Fortune 500 companies, and more.

    Nov 8, 2019

  • U.S. Marines with 1st Tank Battalion, 1st Marine Division participate in a field exercise (FEX) at Marine Corps Air Ground Combat Center Twentynine Palms, California, Oct. 22, 2019, photo by Sgt. Miguel A. Rosales/U.S. Marine Corps

    Commentary

    First, Manage Security Threats to Machine Learning

    Deception is as old as warfare itself. Until now, the targets of deception operations have been humans. But the introduction of machine learning and artificial intelligence opens up a whole new world of opportunities to deceive by targeting machines.

    Nov 4, 2019

  • Artificial intelligence concept with face, photo by kentoh/Getty Images

    Commentary

    AI and Irregular Warfare: An Evolution, Not a Revolution

    How will artificial intelligence change the way wars are fought? The answer, of course, depends. And it mainly depends on what type of wars are being fought. And how will AI affect the type of wars that the United States is most likely to fight?

    Oct 31, 2019

  • Artificial intelligence concept, photo by kentoh/Getty Images

    Commentary

    Military Deception: AI's Killer App?

    Contrary to the promise that AI would deliver an omniscient view of everything happening in the battlespace—the goal of U.S. military planners for decades—it now appears that technologies of misdirection are winning. Military deception, in short, could prove to be AI’s killer app.

    Oct 23, 2019

  • Digital concept of a brain, photo by Vertigo3d/Getty Images

    Commentary

    Our Future Lies in Making AI Robust and Verifiable

    We are hurtling towards a future in which AI is omnipresent. This AI-enabled future is blinding in its possibilities for prosperity, security, and well-being. Yet, it is also crippling in its fragility. What might it take for it all to come to a screeching halt?

    Oct 22, 2019

  • Running 3d wireframe man in an abstract environment, photo by imaginima/Getty Images

    Commentary

    Embrace Open-Source Military Research to Win the AI Competition

    Unless the Pentagon embraces a more open approach to artificial intelligence, it will be left behind. Private sector innovation in this space is too fast. But what are the risks of disseminating potentially sensitive AI technology? And what should not be disclosed?

    Oct 16, 2019

  • Concept of artificial intelligence winning at chess, photo by JohnDWilliams/Getty Images

    Report

    The Emerging Risk of Virtual Societal Warfare

    Living in an information society opens unprecedented opportunities for hostile rivals to cause disruption, delay, inefficiency, and harm. Social manipulation techniques are evolving beyond disinformation and cyberattacks on infrastructure sites. How can democracies protect themselves?

    Oct 9, 2019

  • Artificial Intelligence, Graphical User Interface, photo by kontekbrothers/Getty Images

    Commentary

    A Code of Conduct for AI in Defense Should Be an Extension of Other Military Codes

    An AI code of conduct for defense should look a lot like all other defense codes of conduct. A global society that would create the Geneva Convention is a society that believes in a moral code for warfare. This same code could extend into its weaponized algorithms.

    Sep 11, 2019

  • Cortney Weinbaum at the Roberta Wohlstetter Forum on National Security in Arlington, Virginia, October 24, 2018, photo by Grace Evans and Khorshied Samad/RAND Corporation

    Q&A

    Intel, Ethics, and Emerging Tech: Q&A with Cortney Weinbaum

    Cortney Weinbaum studies topics related to intelligence and cyber policy as a senior management scientist at RAND. In this interview, she discusses challenges facing the intelligence community, the risks of using AI as a solution, and ethics in scientific research.

    Aug 23, 2019

  • Equations and formulas behind scales of justice, images by monsitj and DNY59/Getty Images

    Report

    Addressing the Challenges of Algorithmic Equity

    Social institutions increasingly use algorithms for decisionmaking purposes. How do different perspectives on equity or fairness inform the use of algorithms in the context of auto insurance pricing, job recruitment, and criminal justice?

    Jul 11, 2019

  • Periodical

    RAND Review: July-August 2019

    This issue spotlights a strategy to reduce roadway deaths to zero; a school principal initiative that yielded positive results for schools and students; and a data-driven effort to enhance equity in a major U.S. city.

    Jul 1, 2019

  • A pilot flies an MQ-9 Reaper drone from Holloman Air Force Base, New Mexico, July 10, 2017, photo by SrA Chase Cannon/U.S. Air Force

    Commentary

    Here's What an AI Code of Conduct for the Pentagon Might Look Like

    Advocates want a code of conduct for how artificial intelligence will be used and oversight to ensure it is being followed. DoD could identify areas where it might use AI in the foreseeable future and set rules and guidelines for business uses, non-lethal military uses, and lethal uses.

    Jun 24, 2019

  • Intelligent robot cyborg using digital globe interface 3D rendering, photo by sdecoret/Adobe Stock

    Report

    Technology and Work Worth Doing (Not Jobs) Post-AlphaGo: A World-Building Workshop on the Future of Artificial Intelligence

    This report summarizes a 2018 workshop that gathered a small group of innovative thinkers to engage in an approach called large-scale speculative design to sketch desirable future worlds that could be enabled by artificial intelligence.

    Jun 21, 2019

  • Journal Article

    An Artificial Intelligence/Machine Learning Perspective on Social Simulation: New Data and New Challenges

    We review issues of data infrastructure and artificial intelligence for social and behavioral modeling. Among the newer machine learning methods,adversarial training and fuzzy cognitive maps have particular unrealized potential.

    Jun 11, 2019

  • Technology and innovation concept, graphic by peshkova/Adobe Stock

    Journal Article

    Bezos World or Levelers: Can We Choose Our Scenario?

    This essay explores how AI might be used to enable fundamentally different future worlds and how one such future might be enabled by AI algorithms with different goals and functions than those most common today.

    Mar 28, 2019

  • Periodical

    RAND Review: March-April 2019

    This issue explores resilience and adaptation strategies researchers can pursue to address the impacts of climate change; security challenges posed by artificial intelligence and the speed at which technology is transforming society; and more.

    Mar 4, 2019

  • Topic Synonyms:
  • AI