Regulatory alternatives for AI

Abstract Artificial Intelligence (AI) is enjoying another of its periodic surges in popularity. To the extent that the current promises are fulfilled, AI may deliver considerable benefits. Whether or not it does so, however, AI harbours substantial threats. The first article in this series examined those threats. The second article presented a set of Principles and a business process whereby organisations can approach AI in a responsible manner. Given how impactful AI is expected to be, and the very low likelihood that all organisations will act responsibly, it is essential that an appropriate regulatory regime be applied to AI. This article reviews key regulatory concepts, and considers each of the various forms that regulatory schemes can take. Given the technical and political complexities and the intensity of the threats, co-regulation is proposed as the most appropriate approach. This involves the establishment of a legislated framework with several key features. The parliament needs to declare the requirements, the enforcement processes and sanctions, and allocate the powers and responsibilities to appropriate regulatory agencies. In addition, it delegates the development and maintenance of the detailed obligations to an independent body, comprising representatives of all stakeholder groups, including the various categories of the affected public.

[1]  Tony Gorschek,et al.  Requirements engineering for safety-critical systems: A systematic literature review , 2016, Inf. Softw. Technol..

[2]  Julia Black,et al.  Critical reflections on regulation , 2002 .

[3]  R. Brownsword,et al.  Law and the Technologies of the Twenty-First Century: Text and Materials , 2012 .

[4]  Matthew U. Scherer Regulating Artificial Intelligence Systems: Risks, Challenges, Competencies, and Strategies , 2015 .

[5]  Gurpreet Dhillon,et al.  Do privacy seals in e-commerce really work? , 2003, CACM.

[6]  Hubert L. Dreyfus,et al.  What computers still can't do - a critique of artificial reason , 1992 .

[7]  Joseph E. Stiglitz,et al.  Government Failure vs. Market Failure: Principles of Regulation , 2009 .

[8]  C. Parker Meta-Regulation: Legal Accountability for Corporate Social Responsibility , 2006 .

[9]  Anil K. Gupta,et al.  Industry Self-Regulation: An Economic, Organizational, and Political Analysis , 1983 .

[10]  Colin Scott,et al.  Regulation in the Age of Governance: The Rise of the Post-Regulatory State , 2004 .

[11]  Luciano Floridi,et al.  Why a Right to Explanation of Automated Decision-Making Does Not Exist in the General Data Protection Regulation , 2017 .

[12]  Maurice Schellekens,et al.  Self-driving cars and the chilling effect of liability law , 2015, Comput. Law Secur. Rev..

[13]  Chris Holder,et al.  Robotics and law: Key legal and regulatory implications of the robotics age (Part I of II) , 2016, Comput. Law Secur. Rev..

[14]  Lyria Bennett Moses,et al.  How to Think about Law, Regulation and Technology: Problems with ‘Technology’ as a Regulatory Target , 2013 .

[15]  R. Clarke,et al.  Dataveillance Regulation: A Research Framework , 2017 .

[16]  Roger Clarke,et al.  Internet privacy concerns confirm the case for intervention , 1999, CACM.

[17]  Roger Clarke,et al.  What drones inherit from their ancestors , 2014, Comput. Law Secur. Rev..

[18]  Roger Clarke,et al.  Asimov's Laws of Robotics: Implications for Information Technology - Part 2 , 1993, Computer.

[19]  Garrett Hardin,et al.  The tragedy of the unmanaged commons. , 1994, Trends in ecology & evolution.

[20]  韓國航空大學 航空 械工學科 美聯邦航空廳(Federal Aviation Administration)의 航空機 製作檢査 制度의 現況 , 1979 .

[21]  J. Braithwaite Types of responsiveness , 2017 .

[22]  Peter Grabosky,et al.  Smart Regulation: Designing Environmental Policy , 1999 .

[23]  G. Hardin,et al.  The Tragedy of the Commons , 1968, Green Planet Blues.

[24]  T. Campbell,et al.  The New Corporate Accountability: Corporate Social Responsibility and the Law , 2007 .

[25]  J. Braithwaite,et al.  Global Business Regulation , 2001 .

[26]  Ronald Leenes,et al.  Laws on Robots, Laws by Robots, Laws in Robots: Regulating Robot Behaviour by Design , 2014 .

[27]  John Braithwaite,et al.  Enforced Self-Regulation: A New Strategy for Corporate Crime Control , 1982 .

[28]  Lyria Bennett Moses,et al.  Agents of change: How the law 'Copes' with technological change , 2011 .

[29]  Roger Clarke,et al.  Guidelines for the responsible application of data analytics , 2017, Comput. Law Secur. Rev..

[30]  Benjamin Kuipers,et al.  Computer power and human reason , 1976, SGAR.

[31]  J. Tschirhart,et al.  Alternatives to traditional regulation , 1989 .

[32]  Katina Michael,et al.  Engineering-Based Design Methodology for Embedding Ethics in Autonomous Robots , 2019, Proceedings of the IEEE.

[33]  John Braithwaite,et al.  Responsive Regulation: Transcending the Deregulation Debate , 1992 .

[34]  Algirdas Pakstas,et al.  Computer networks in Estonia, Latvia, and Lithuania , 1993, Computer.

[35]  Roger Clarke,et al.  Appropriate regulatory responses to the drone epidemic , 2016, Comput. Law Secur. Rev..

[36]  A. Jordan,et al.  The Rise of ‘New’ Policy Instruments in Comparative Perspective: Has Governance Eclipsed Government? , 2005 .

[37]  C. Parker The Open Corporation: Effective Self-regulation and Democracy , 2002 .

[38]  Lawrence Lessig,et al.  Code and Other Laws of Cyberspace , 1999 .

[39]  Edgar A. Whitley,et al.  Regulating Architecture and Architectures of Regulation: Contributions from Information Systems , 2003 .

[40]  R. A. Clarke Judicial Understanding of Information Technology: The Case of the Wombat ROMs , 1988, Comput. J..

[41]  O. Williamson Transaction-Cost Economics: The Governance of Contractual Relations , 1979, The Journal of Law and Economics.

[42]  E. Ostrom COPING WITH TRAGEDIES OF THE COMMONS , 1999 .

[43]  P. Drahoš,et al.  Regulatory Theory: Foundations and applications , 2017 .

[44]  Nynke E. Vellinga,et al.  From the testing to the deployment of self-driving cars: Legal challenges to policymakers on the road ahead , 2017, Comput. Law Secur. Rev..

[45]  Roger Clarke,et al.  A normative regulatory framework for computer matching , 1995 .