On 21 April, the European Commission published its bold proposal1 for a regulation laying down harmonised rules governing artificial intelligence.
As stated in the firms wider article on the significance of this move, in doing so the Commission has placed the EU at the forefront of the global debate on when and how risks arising from AI should be captured and regulated. Although the UK is no longer directly subject to EU regulations, the AI market is global. From a medical devices perspective, AI providers cannot ignore the regulations, especially if they wish to provide their products within the EU.
Overcoming tensions
Ever present within the proposed regulations is the familiar tension between, on the one hand, the desire to avoid encroaching on freedom to research and swiftly exploit new technologies bringing wide ranging expected benefits and, on the other, the need to protect the public. The proposals seek to bring the attendant risks within a workable legal framework.
Whilst some in tech have already signalled concern, the Commissions stated aims in producing the proposal are difficult to argue with. Taking a long term view, innovation only stands to benefit from legal certainty. Such certainty can only enhance the prospect of those working with AI securing confident investment, and build public trust and buy in - public confidence being key to the continued uptake of AI-based solutions. It will also help prevent the market fragmentation across the EU that might have come with a less comprehensive legal instrument.
The challenges AI presents to the legal orthodoxy are myriad, whether one considers the medical device regulatory regime, the common law fault-based liability framework injured patients traditionally navigate in clinical negligence cases in the United Kingdom, or the strict liability defect-based product liability framework.
Against this complex background, we go on to consider the key aspects of the Commissions proposal with a particular focus on what it could mean for stakeholders in the health sector.
The Commissions proposal in more detail
The proposal seeks to impose on high-risk AI systems an adjusted form of the regime governing medical devices (and indeed a range of other products). AI systems qualifying as high risk are expected to go through a conformity assessment process and be CE-marked before being placed on the market or put into service. Certain AI systems are entirely prohibited, and those that are not high-risk are subject to more limited obligations, but the focus for those in the health sector will overwhelmingly, for reasons set out below, be on the provisions relating to high-risk AI systems.
AI system is defined very broadly, and includes software developed by machine learning using a wide variety of methods, including deep learning; logic- and knowledge-based approaches; and finally statistical approaches, Bayesian estimation, search and optimisation methods. Any such software that can, for a given set of human-defined objectives, generate outputs such as content, predictions, recommendations or decisions influencing the environments it interacts with, will fall within the definition. From a medical devices perspective, Article 6 of the proposed regulation confirms that an AI system is high-risk where it is intended to be used as a safety component for a product, or is itself a product, covered by the Union harmonisation legislation at Annex II and would be required to undergo a third-party conformity assessment pursuant to that legislation. Annex II includes the EU Regulations on Medical Devices (MDR)2 and In Vitro Diagnostic Medical Devices (IVDR)3). The classification rules and conformity assessment procedures under the MDR mean that most software qualifying as a medical device will require the involvement of a notified body before CE marking, so will qualify as high-risk AI systems where they include an AI element. Specific systems deemed high risk may also appear in Annex III.
The proposed regulation provides that high-risk AI systems must be subject to an extensive risk management and quality management system and a technical file must be produced before being CE marked. Notified bodies will be enabled to assess conformity. Of interest to those in the UK, conformity assessment bodies in third countries may be authorised to carry out the activities of notified bodies under the regulation, so long as the Union has concluded an agreement with them. Some requirements are of interest both for their own sake and for the ways they seek to resolve some of the more vexed questions on how a liability system can navigate the challenges of AI. For example, Articles 10-14 of the proposal make provision for high-risk AI systems to:
The Commission states that the proposed minimum requirements are already state-of-the-art for many diligent operators and the result of two years of preparatory work, derived from the Ethics Guidelines of the High Level Expert Group on Artificial Intelligence (Ethics Guidelines for Trustworthy AI), piloted by more than 350 organisations. It goes on to state that they are largely consistent with other international recommendations and principles, which ensures that the proposed AI framework is compatible with those adopted by the EUs international trade partners. The precise technical solutions to achieve compliance with those requirements may be provided by standards or by other technical specifications or otherwise be developed in accordance with general engineering or scientific knowledge at the discretion of the provider of the AI system. This flexibility is particularly important, because it allows providers of AI systems to choose the way to meet their requirements, taking into account the state-of-the-art and technological and scientific progress in this field.
Article 60 envisages an EU database for stand-alone high risk AI systems, with providers under an obligation to register their systems and enter various pieces of information about them that will be accessible to the public.
As regards enforcement, for persistent non-compliance Member States are expected to take all appropriate measures to restrict or prohibit the high-risk AI system being made available on the market or ensure that it is recalled or withdrawn from the market. Non-compliance with the data and data governance requirements in Article 10 should not be taken lightly. It can lead to fines of up to a maximum of EUR30,000,000 or up to 6% of a companys total worldwide annual turnover for the preceding financial year if greater. Lesser penalties are envisaged for other instances of non-compliance and the supply of incorrect, incomplete or misleading information to notified bodies or national competent authorities.
One issue the proposal does not directly address is civil liability, though the explanatory memorandum states that initiatives that address liability issues related to AI are in the pipeline and will build on and complement the approach taken. It is worth taking a brief look at what might be expected in that regard.
EU initiatives on liability
Turning to the question of liability, medical device manufacturers and other stakeholders in the sector should be mindful of the European Parliaments resolution of 20 October 20204. In this resolution, the EU Parliament made recommendations to the Commission on a civil liability regime for AI. This will form a key strand in the blocs approach to grappling with AI.
The recommendations included revision of the Product Liability Directive5 to adapt to the digital world, including clarification of the definition of product, damage, defect, and producer. The recommendations acknowledge that by its very nature AI could present significant difficulties to injured parties wishing to prove their case and seek redress. In order to address what could be seen as an inequality of arms, they made various proposals, including that in certain clearly defined cases the burden of proof should be reversed.
In common with the Commissions proposal, the Parliaments liability recommendation also made reference to high-risk AI systems, singling them out as suitable candidates for a standalone strict liability, compulsory insurance-backed compensation system. Under that system, the front- and/or back-end operator of a high-risk AI system would be jointly and severally liable to compensate any party up to EUR2,000,000 where they had been caused injury by a physical or virtual activity, device or process driven by that AI system. The operator could not exonerate themselves with a due diligence defence only a force majeure type defence would be available and once the injured party had been compensated, the paying party could seek proportional redress from other operators based on the degree of control they exercised over the risk. In other words, apportionment would be dealt with between defendants later, once liability and any consequent compensation had been worked out with the injured Claimant.
Through the Consumer Protection Act (the legislation implementing the Product Liability Directive in the UK), a strict liability regime covering defective products has of course operated in this jurisdiction for many years. Clearly there is much debate over whether that framework will remain fit for purpose as AI based products evolve and proliferate in ever more varied and complex healthcare settings in future. Absent a contractual relationship between the patient and those responsible for the product incorporating AI, it also remains to be seen whether product liability claims will come to be viewed by claimants as a viable alternative to actions in tort. That said, adjustments to the core principles of negligence have of course been made before by the Courts, if with some reluctance, to meet novel challenges that arise in a complex litigation environment6.
Stakeholders will watch with interest how the Commissions proposal meshes with any forthcoming instruments tackling liability.
Welcome first steps
The Commissions proposal is a welcome development and the passage of the proposed regulation through the legislative process will be keenly observed globally. Notwithstanding that it will be a long time before a future iteration of the proposal becomes law, it provides a concrete starting point to begin to answer some of the many other questions posed by AI in a legal sense.
In tandem with the Parliaments recommendations, the question, for example, of legal personality for AI would appear to have been effectively sidestepped by instead looking at AI systems and operators. The proportionate approach of isolating high-risk AI systems for the greatest scrutiny is also a step in the right direction.
In the Medicines and Medical Devices Act 20217, the Secretary of State has at their disposal an enabling piece of primary legislation under which there are extensive powers to make regulations fit for the digital age.
When making regulations under the relevant subsection, the Secretary of State must have in mind the overarching objective of safeguarding public health. As part of this, consideration must be given to whether or not regulations would affect the likelihood of the United Kingdom being seen as a favourable place in which to carry out research, develop, manufacture or supply medical devices8.
With that in mind, all UK stakeholders will be keen to see sooner rather than later where they stand relative to those in the EU.
- What is Artificial Intelligence? How Does AI Work? | Built In [Last Updated On: September 5th, 2019] [Originally Added On: September 5th, 2019]
- Artificial Intelligence What it is and why it matters | SAS [Last Updated On: September 5th, 2019] [Originally Added On: September 5th, 2019]
- artificial intelligence | Definition, Examples, and ... [Last Updated On: September 5th, 2019] [Originally Added On: September 5th, 2019]
- Benefits & Risks of Artificial Intelligence - Future of ... [Last Updated On: September 5th, 2019] [Originally Added On: September 5th, 2019]
- What is AI (artificial intelligence)? - Definition from ... [Last Updated On: September 11th, 2019] [Originally Added On: September 11th, 2019]
- What is Artificial Intelligence (AI)? ... - Techopedia [Last Updated On: September 13th, 2019] [Originally Added On: September 13th, 2019]
- 9 Powerful Examples of Artificial Intelligence in Use ... [Last Updated On: September 18th, 2019] [Originally Added On: September 18th, 2019]
- What's the Difference Between Robotics and Artificial ... [Last Updated On: September 18th, 2019] [Originally Added On: September 18th, 2019]
- The Impact of Artificial Intelligence - Widespread Job Losses [Last Updated On: September 18th, 2019] [Originally Added On: September 18th, 2019]
- Artificial Intelligence & the Pharma Industry: What's Next ... [Last Updated On: September 18th, 2019] [Originally Added On: September 18th, 2019]
- Artificial Intelligence | GE Research [Last Updated On: September 18th, 2019] [Originally Added On: September 18th, 2019]
- A.I. Artificial Intelligence (2001) - IMDb [Last Updated On: October 5th, 2019] [Originally Added On: October 5th, 2019]
- 10 Best Artificial Intelligence Course & Certification [2019 ... [Last Updated On: October 15th, 2019] [Originally Added On: October 15th, 2019]
- Artificial Intelligence in Healthcare: the future is amazing ... [Last Updated On: October 15th, 2019] [Originally Added On: October 15th, 2019]
- Will Artificial Intelligence Help Resolve the Food Crisis? - Inter Press Service [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- Two-thirds of employees would trust a robot boss more than a real one - World Economic Forum [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- UofL partners with industry experts to launch Artificial Intelligence Innovation Consortium Lane Report | Kentucky Business & Economic News - The... [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- China Sees Surge of Edtech Investments With Focus on Artificial Intelligence - Karma [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- NIST researchers use artificial intelligence for quality control of stem cell-derived tissues - National Institutes of Health [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- Indiana University Touts Big Red 200 and Artificial Intelligence at SC19 - HPCwire [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- One way for the Pentagon to prove it's serious about artificial intelligence - C4ISRNet [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- Artificial Intelligence Will Enable the Future, Blockchain Will Secure It - Cointelegraph [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- Artificial intelligence has become a driving force in everyday life, says LivePerson CEO - CNBC [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- 4 Reasons to Use Artificial Intelligence in Your Next Embedded Design - DesignNews [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- Artificial Intelligence Essay - 966 Words | Bartleby [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- AI News: Track The Latest Artificial Intelligence Trends And ... [Last Updated On: November 18th, 2019] [Originally Added On: November 18th, 2019]
- AI in contact centres: It's time to stop talking about artificial intelligence - Verdict [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Newsrooms have five years to embrace artificial intelligence or they risk becoming irrelevant - Journalism.co.uk [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Scientists used IBM Watson to discover an ancient humanoid stick figure - Business Insider [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- The Mark Foundation Funds Eight Projects at the Intersection of Artificial Intelligence and Cancer Research - BioSpace [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Colorado at the forefront of AI and what it means for jobs of the future - The Denver Channel [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Highlights: Addressing fairness in the context of artificial intelligence - Brookings Institution [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Artificial intelligence won't kill journalism or save it, but the sooner newsrooms buy in, the better - Nieman Journalism Lab at Harvard [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- How To Get Your Rsum Past The Artificial Intelligence Gatekeepers - Forbes [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Epiq expands company-wide initiative to accelerate the deployment of artificial intelligence for clients globally - GlobeNewswire [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Preparing the Military for a Role on an Artificial Intelligence Battlefield - The National Interest Online [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Podcast decodes ethics in artificial intelligence and its relevance to public - Daily Bruin [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Global Military Artificial Intelligence (AI) and Cybernetics Market Report, 2019-2024: Focus on Platforms, Technologies, Applications and Services -... [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Artificial intelligence warning: Development of AI is comparable to nuclear bomb - Express.co.uk [Last Updated On: November 20th, 2019] [Originally Added On: November 20th, 2019]
- Google's new study reveals 'Artificial Intelligence benefiting journalism' - Digital Information World [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Artificial Intelligence (AI) in Retail Market worth $15.3 billion by 2025 - Exclusive Report by Meticulous Research - GlobeNewswire [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- With artificial intelligence to a better wood product - Newswise [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Report to Congress on Artificial Intelligence and National Security - USNI News [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Most plastic is not getting recycled, and AI robots could be a solution - Business Insider [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Fujifilm Showcases Artificial Intelligence Initiative And Advances AI - AiThority [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Artificial intelligence could be one of the most valuable tools mankind has built - here's one small but meani - Business Insider India [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Artificial Intelligence: A Need of Modern 'Intelligent' Education - Thrive Global [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Drones And Artificial Intelligence Help Combat The San Francisco Bays Trash Problem - Forbes [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- DesignCon Expands Into Artificial Intelligence, Automotive, 5G, IoT, and More For 2020 Edition - I-Connect007 [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- Is St. Louis ready for artificial intelligence? It will steal white-collar jobs here, too - STLtoday.com [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- IT chiefs recognise the risks of artificial intelligence bias - ComputerWeekly.com [Last Updated On: November 23rd, 2019] [Originally Added On: November 23rd, 2019]
- PNNL researchers working to improve doctor-patient care through artificial intelligence - NBC Right Now [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- How Augmented Reality and Artificial Intelligence Are Helping Entrepreneurs Create a Better Customer Experience - CTOvision [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Manufacturing Leaders' Summit: Realising the promise of Artificial Intelligence - Manufacturer.com [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- 2019 Artificial Intelligence in Precision Health - Dedication to Discuss & Analyze AI Products Related to Precision Healthcare Already Available -... [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Artificial intelligence will affect Salt Lake, Ogden more than most areas in the nation, study shows - KSL.com [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- It Pays To Break Artificial Intelligence Out Of The Lab, Study Confirms - Forbes [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- The Best Artificial Intelligence Stocks of 2019 -- and The Top AI Stock for 2020 - The Motley Fool [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Artificial Intelligence of Things (AIoT) Market Research Report 2019-2024 - Embedded AI in Support of IoT Things/Objects Will Reach $4.6B Globally by... [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- How Augmented Reality and Artificial Intelligence Are Helping Entrepreneurs Create a Better Customer Experience - Entrepreneur [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- SC Proposes Introduction Of Artificial Intelligence In Justice Delivery System - Inc42 Media [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- Artificial intelligence in FX 'may be hype' - FX Week [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 Surprising Way Artificial Intelligence Is Transforming Transportation - Forbes [Last Updated On: December 1st, 2019] [Originally Added On: December 1st, 2019]
- Artificial Intelligence in 2020: The Architecture and the Infrastructure - Gigaom [Last Updated On: December 2nd, 2019] [Originally Added On: December 2nd, 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 2nd, 2019] [Originally Added On: December 2nd, 2019]
- The impact of artificial intelligence on humans - Bangkok Post [Last Updated On: December 2nd, 2019] [Originally Added On: December 2nd, 2019]
- Should the EU embrace artificial intelligence, or fear it? - EURACTIV [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]
- 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]
- 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]
- 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]
- 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]
- The next generation of user experience is artificially intelligent - ZDNet [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- What Jobs Will Artificial Intelligence Affect? - EHS Today [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]
- Artificial intelligence apps, Parkinsons and me - BBC News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- VA launches National Artificial Intelligence Institute to drive research and development - FierceHealthcare [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]