Artificial intelligence is all the rage these days. In the popular media, regular cyber systems seem almost passe, as writers focus on AI and conjure up images of everything from real-life Terminator robots to more benign companions. In intelligence circles, Chinas uses of closed-circuit television, facial recognition technology, and other monitoring systems suggest the arrival of Big Brotherif not quite in 1984, then only about forty years later. At the Pentagon, legions of officers and analysts talk about the AI race with China, often with foreboding admonitions that the United States cannot afford to be second in class in this emerging realm of technology. In policy circles, people wonder about the ethics of AIsuch as whether we can really delegate to robots the ability to use lethal force against Americas enemies, however bad they may be. A new report by the Defense Innovation Board lays out broad principles for the future ethics of AI, but only in general terms that leave lots of further work to still be done.
What does it all really mean and is AI likely to be all its cracked up to be? We think the answer is complex and that a modest dose of cold water should be thrown on the subject. In fact, many of the AI systems being envisioned today will take decades to develop. Moreover, AI is often being confused with things it is not. Precision about the concept will be essential if we are to have intelligent discussions about how to research, develop, and regulate AI in the years ahead.
AI systems are basically computers that can learn how to do things through a process of trial and error with some mechanism for telling them when they are right and when they are wrongsuch as picking out missiles in photographs, or people in crowds, as with the Pentagon's "Project Maven"and then applying what they have learned to diagnose future data. In other words, with AI, the software is built by the machine itself, in effect. The broad computational approach for a given problem is determined in advance by real old-fashioned humans, but the actual algorithm is created through a process of trial and error by the computer as it ingests and processes huge amounts of data. The thought process of the machine is really not that sophisticated. It is developing artificial instincts more than intelligenceexamining huge amounts of raw data and figuring out how to recognize a cat in a photo or a missile launcher on a crowded highway rather than engaging in deep thought (at least for the foreseeable future).
This definition allows us quickly to identify some types of computer systems that are not, in fact, AI. They may be important, impressive, and crucial to the warfighter but they are not artificial intelligence because they do not create their own algorithms out of data and multiple iterations. There is no machine learning involved, to put it differently. As our colleague, Tom Stefanick, points out, there is a fundamental difference between advanced algorithms, which have been around for decades (though they are constantly improving, as computers get faster), and artificial intelligence. There is also a difference between an autonomous weapons system and AI-directed robotics.
For example, the computers that guide a cruise missile or a drone are not displaying AI. They follow an elaborate, but predetermined, script, using sensors to take in data and then putting it into computers, which then use software (developed by humans, in advance) to determine the right next move and the right place to detonate any weapons. This is autonomy. It is not AI.
Or, to use an example closer to home for most people, when your smartphone uses an app like Google Maps or Waze to recommend the fastest route between two points, this is not necessarily, AI either. There are only so many possible routes between two places. Yes, there may be dozens or hundredsbut the number is finite. As such, the computer in your phone can essentially look at each reasonable possibility separately, taking in data from the broader network that many other peoples phones contribute to factor traffic conditions into the computation. But the way the math is actually done is straightforward and predetermined.
Why is this important? For one thing, it should make us less breathless about AI, and see it as one element in a broader computer revolution that began in the second half of the twentieth century and picked up steam in this century. Also, it should help us see what may or may not be realistic and desirable to regulate in the realm of future warfare.
The former vice chairman of the joint chiefs of staff, Gen. Paul Selva, has recently argued that the United States could be about a decade away from having the capacity to build an autonomous robot that could decide when to shoot and whom to killthough he also asserted that the United States had no plans actually to build such a creature. But if you think about it differently, in some ways weve already had autonomous killing machines for a generation. That cruise missile we discussed above has been deployed since the 1970s. It has instructions to fly a given route and then detonate its warhead without any human in the loop. And by the 1990s, we knew how to build things like skeet submunitions that could loiter over a battlefield and look for warm objects like tanksusing software to decide when to then destroy them. So the killer machine was in effect already deciding for itself.
Even if General Selva's terminator is not built, robotics will in some cases likely be given greater decisionmaking authority to decide when to use force, since we have in effect already crossed over this threshold. This highly fraught subject requires careful ethical and legal oversight, to be sure, and the associated risks are serious. Yet the speed at which military operations must occur will create incentives not to have a person in the decisionmaking loop in many tactical settings. Whatever the United States may prefer, restrictions on automated uses of violent force would also appear relatively difficult to negotiate (even if desirable), given likely opposition from Russia and perhaps from other nations, as well as huge problems with verification.
For example, small robots that can operate as swarms on land, in the air or in the water may be given certain leeway to decide when to operate their lethal capabilities. By communicating with each other, and processing information about the enemy in real-time, they could concentrate attacks where defenses are weakest in a form of combat that John Allen and Amir Husain call hyperwar because of its speed and intensity. Other types of swarms could attack parked aircraft; even small explosives, precisely detonated, could disable wings or engines or produce secondary and much larger explosions. Many countries will have the capacity to do such things in the coming twenty years. Even if the United States tries to avoid using such swarms for lethal and offensive purposes, it may elect to employ them as defensive shields (perhaps against North Korean artillery attack against Seoul) or as jamming aids to accompany penetrating aircraft. With UAVs that can fly ten hours and one hundred kilometers now costing only in the hundreds of thousands of dollars, and quadcopters with ranges of a kilometer more or less costing in the hundreds of dollars, the trendlines are clearand the affordability of using many drones in an organized way is evident.
Where regulation may be possible, and ethically compelling, is limiting the geographic and temporal space where weapons driven by AI or other complex algorithms can use lethal force. For example, the swarms noted above might only be enabled near a ship, or in the skies near the DMZ in Korea, or within a small distance of a military airfield. It may also be smart to ban letting machines decide when to kill people. It might be tempting to use facial recognition technology on future robots to have them hunt the next bin Laden, Baghdadi, or Soleimani in a huge Mideastern city. But the potential for mistakes, for hacking, and for many other malfunctions may be too great to allow this kind of thing. It probably also makes sense to ban the use of AI to attack the nuclear command and control infrastructure of a major nuclear power. Such attempts could give rise to use them or lose them fears in a future crisis and thereby increase the risks of nuclear war.
We are in the early days of AI. We cant yet begin to foresee where its going and what it may make possible in ten or twenty or thirty years. But we can work harder to understand what it actually isand also think hard about how to put ethical boundaries on its future development and use. The future of warfare, for better or for worse, is literally at stake.
Retired Air Force Gen. Lori Robinson is a nonresident senior fellow on the Security and Strategy team in the Foreign Policy program at Brookings. She was commander of all air forces in the Pacific.
The rest is here:
The Evolution of Artificial Intelligence and Future of National Security - The National Interest
- Sleepwalkers Podcast: What Happens When Machines Find Their Creative Muse - WIRED [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Artificial Intelligence Will Facilitate Growth of Innovative Kinds of VR and AR Platforms - AiThority [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Manufacturing Leaders' Summit: Realising the promise of Artificial Intelligence - Manufacturer.com [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- How Augmented Reality and Artificial Intelligence Are Helping Entrepreneurs Create a Better Customer Experience - Entrepreneur [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Global Director of Tech Exploration Discusses Artificial Intelligence and Machine Learning at Anheuser-Busch InBev - Seton Hall University News &... [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- 2019 Artificial Intelligence in Precision Health - Dedication to Discuss & Analyze AI Products Related to Precision Healthcare Already Available -... [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- SC Proposes Introduction Of Artificial Intelligence In Justice Delivery System - Inc42 Media [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Artificial intelligence will affect Salt Lake, Ogden more than most areas in the nation, study shows - KSL.com [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- The Best Artificial Intelligence Stocks of 2019 -- and The Top AI Stock for 2020 - The Motley Fool [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- It Pays To Break Artificial Intelligence Out Of The Lab, Study Confirms - Forbes [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Artificial intelligence in FX 'may be hype' - FX Week [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- The Surprising Way Artificial Intelligence Is Transforming Transportation - Forbes [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Need a New Topic for Thanksgiving Dinner? How to Explain Artificial Intelligence (AI) to Anyone...and Make it Fun! - Forbes [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- The Artificial Intelligence Industry and Global Challenges - Forbes [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Artificial Intelligence in 2020: The Architecture and the Infrastructure - Gigaom [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- AI IN BANKING: Artificial intelligence could be a near $450 billion opportunity for banks - here are the strat - Business Insider India [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- Seattle Seahawks Select Amazon In Utilizing Artificial Intelligence To Help Make Smarter Decisions On The Field - Forbes [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- Fujifilm Showcases Artificial Intelligence Initiative And Advances at RSNA 2019 - Imaging Technology News [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- The impact of artificial intelligence on humans - Bangkok Post [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- Artificial intelligence gets to work in the automotive industry - Automotive World [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- BioSig Technologies Announces New Collaboration on Development of Artificial Intelligence Solutions in Healthcare - GlobeNewswire [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Emotion Artificial Intelligence Market Business Opportunities and Forecast from 2019-2025 | Eyesight Technologies, Affectiva - The Connect Report [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Artificial intelligence-based fitness is promising but may not be for everyone - Livemint [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Opinion | The artificial intelligence frontier of economic theory - Livemint [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Pondering the Ethics of Artificial Intelligence in Health Care Kansas City Experts Team Up on Emerging - Flatland [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Baidu Leads the Way in Innovation with 5712 Artificial Intelligence Patent Applications - GlobeNewswire [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Artificial Intelligence and National Security, and More from CRS - Secrecy News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Artificial intelligence: How to measure the I in AI - TechTalks [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- 52 ideas that changed the world: 26. Artificial intelligence - The Week UK [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Longer Looks: The Psychology Of Voting; Overexcited Neurons And Artificial Intelligence; And More - Kaiser Health News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Maximize The Promise And Minimize The Perils Of Artificial Intelligence (AI) - Forbes [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Will the next Mozart or Picasso come from artificial intelligence? No, but here's what might happen instead - Ladders [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- China Will Outpace US Artificial Intelligence Capabilities, But Will It Win The Race? Not If We Care About Freedom - Forbes [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Artificial intelligence apps, Parkinsons and me - BBC News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Artificial intelligence will affect Utah more than other states, new study says - Deseret News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Aural Analytics Joins Consumer Technology Association Initiative to Set New Standards for Artificial Intelligence in Healthcare - Business Wire [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- TECH 2019: stalls related to technology, artificial intelligence a big draw - The Hindu [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- The Artificially Intelligent Investor: AI And The Future Of Stock Picking - Forbes [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Defining the Scope of an Artificial Intelligence Project - Toolbox [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Facebooks Jerome Pesenti Explains the Limitations of Artificial Intelligence Research - NullTX [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- How AI Is Transforming The Art of Stock Picking - Analytics India Magazine [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Whistle Adds Artificial Intelligence and Workflow Automation to Guest Messaging Platform for Improved Hotel and Lodging Customer Service and Increased... [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Singapore BIGO Technology Integrates Artificial Intelligence Into Communication Apps for a Holistic and Immersive Experience for Users - Business Wire [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Commuter Benefits Company, Clarity Benefit Solutions, Gives Insight into Embracing Artificial Intelligence in Human Resources - PRNewswire [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- THE AI IN TRANSPORTATION REPORT: How automakers can use artificial intelligence to cut costs, open new revenue - Business Insider India [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Chinese Association of Artificial Intelligence is hosting the 6th IEEE International Conference on the AI Pharos Pte Ltd co-organised Cloud Computing... [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- VA launches National Artificial Intelligence Institute to drive research and development - FierceHealthcare [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- SkyWatch Selected to Build Advanced Autonomous Space Systems Using Artificial Intelligence and Big Data Analytics for the Canadian Space Agency -... [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Microsoft tech expert warns of bias and sexism in artificial intelligence - The Age [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Artificial Intelligence as Security Solution and Weaponization by Hackers - CISO MAG [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Baidu Leads the Way in Innovation with 5,712 Artificial Intelligence Patent Applications - MarTech Series [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Finland seeks to teach 1% of Europeans basics on artificial intelligence - Reuters UK [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Artificial Intelligence (AI) in Supply Chain Market Worth $21.8 billion by 2027- Exclusive Report by Meticulous Research - GlobeNewswire [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- What Veterans Affairs Aims to Accomplish Through Its Artificial Intelligence Institute - Nextgov [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- The Bot Decade: How AI Took Over Our Lives in the 2010s - Popular Mechanics [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Benefits & Risks of Artificial Intelligence - Future of ... [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- What is Artificial Intelligence? How Does AI Work? | Built In [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- artificial intelligence | Definition, Examples, and ... [Last Updated On: December 10th, 2019] [Originally Added On: December 10th, 2019]
- Iktos and Almirall Announce Research Collaboration in Artificial Intelligence for New Drug Design - Business Wire [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Artificial Intelligence Job Demand Could Live Up to Hype - Dice Insights [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Artificial intelligence is writing the end of Beethoven's unfinished symphony - Euronews [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- LTTE: It's important to know of weaponized artificial intelligence - Rocky Mountain Collegian [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- 8 Artificial Intelligence, Machine Learning and Cloud Predictions To Watch in 2020 - Irish Tech News [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- It's artificial intelligence to the rescue (and response and recovery) - GreenBiz [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Joint Artificial Intelligence Center Director tells Naval War College audience to 'Dive In' on AI - What'sUpNewp [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Tip: Seven recommendations for introducing artificial intelligence to your newsroom - Journalism.co.uk [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Boschs A.I.-powered tech could prevent accidents by staring at you - Digital Trends [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Schlumberger inks deal to expand artificial intelligence in the oil field - Chron [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Artificial Intelligence Isn't an Arms Race With China, and the United States Shouldn't Treat It Like One - Foreign Policy [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Beethovens unfinished tenth symphony to be completed by artificial intelligence - Classic FM [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Accountability is the key to ethical artificial intelligence, experts say - ComputerWeekly.com [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Artificial intelligence must be used with care - The Australian Financial Review [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Squirrel AI Learning Attends the Web Summit to Talk About the Application and Breakthrough of Artificial Intelligence in the Field of Education -... [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Top Artificial Intelligence Books Released In 2019 That You Must Read - Analytics India Magazine [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- 12 Everyday Applications Of Artificial Intelligence Many People Aren't Aware Of - Forbes [Last Updated On: December 17th, 2019] [Originally Added On: December 17th, 2019]
- Artificial Intelligence might be a factor behind the Climate Change - Digital Information World [Last Updated On: December 21st, 2019] [Originally Added On: December 21st, 2019]
- Innovations in Artificial Intelligence-, Cloud-, and IoT-based Security, 2019 Research Report - ResearchAndMarkets.com - Business Wire [Last Updated On: December 21st, 2019] [Originally Added On: December 21st, 2019]
- Artificial intelligence predictions for 2020: 16 experts have their say - Verdict [Last Updated On: December 21st, 2019] [Originally Added On: December 21st, 2019]
- Tommie Experts: Ethically Educating on Artificial Intelligence at St. Thomas - University of St. Thomas Newsroom [Last Updated On: December 21st, 2019] [Originally Added On: December 21st, 2019]
- How Internet of Things and Artificial Intelligence pave the way to climate neutrality - EURACTIV [Last Updated On: December 21st, 2019] [Originally Added On: December 21st, 2019]