Innovation, Quantum-AI Technology & Law

Blog over Kunstmatige Intelligentie, Quantum, Deep Learning, Blockchain en Big Data Law

Blog over juridische, sociale, ethische en policy aspecten van Kunstmatige Intelligentie, Quantum Computing, Sensing & Communication, Augmented Reality en Robotica, Big Data Wetgeving en Machine Learning Regelgeving. Kennisartikelen inzake de EU AI Act, de Data Governance Act, cloud computing, algoritmes, privacy, virtual reality, blockchain, robotlaw, smart contracts, informatierecht, ICT contracten, online platforms, apps en tools. Europese regels, auteursrecht, chipsrecht, databankrechten en juridische diensten AI recht.

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Mauritz Kop Expert at Eric Schmidt backed von Neumann Commission

Stanford, CA – Mauritz Kop, the Frm. Founding Executive Director of the Stanford Center for Responsible Quantum Technology (RQT), has accepted an invitation to serve as an expert on The von Neumann Commission. The announcement, made on February 1, 2025, positions Kop to contribute to a critical global dialogue at the intersection of quantum computing, artificial intelligence, and grand strategy. The Oxford-based, independent research commission is backed by the Eric and Wendy Schmidt Fund for Strategic Innovation and other key institutions. The von Neumann Commission’s inquiry will be multifaceted, addressing the core technical prospects for quantum acceleration, its strategic implications for the global balance of power, the risks to strategic stability, and the necessary governance frameworks to ensure responsible development. The Commission's investigation is set against the backdrop of a new technological paradigm—the convergence of quantum and AI—and is informed by the historical legacy of its namesake, the strategic vision of its sponsors, and the vital perspectives of its experts.

The Quantum-AI Convergence: A New Technological Paradigm

At the heart of The von Neumann Commission's inquiry is the powerful synergy between quantum computing and artificial intelligence. This convergence is not merely additive; it is a cross-pollination that promises to redefine the boundaries of both fields. To understand this, one must first grasp the fundamental difference between classical and quantum computation.

Classical computers, from supercomputers to smartphones, process information using bits, which can exist in one of two definite states: 0 or 1. Quantum computing, by contrast, operates on the principles of quantum mechanics. It uses qubits, which can exist in a state of superposition—representing both 0 and 1 simultaneously. This property, combined with entanglement, where the state of one qubit is instantly correlated with another regardless of distance, allows quantum computers to explore a vast computational space and perform parallel calculations on an exponential scale.

Professor Kop’s Expertise as a von Neumann Commissioner

As a Commission expert, Professor Kop will contribute a multidisciplinary perspective grounded in his extensive research on the law, ethics, societal impact, and policy of quantum and AI. Professor Kop has advised numerous governments and international organizations on their quantum technology strategies, including the United States (notably the Department of State on its quantum foreign policy, U.S. Senators on quantum governance, and as a Guest Professor at the US Air Force Academy), Canada, the United Kingdom, and The Netherlands, as well as multilateral institutions such as the World Economic Forum (WEF), UNESCO, CERN, and the OECD. He has also provided expert guidance to the European Union on landmark AI legislation, including the EU AI Act and the Data Act. His specific contributions to The von Neumann Commission will draw from his expertise in:

● Geostrategy, Democracy, and Authoritarianism: Analyzing the strategic struggle between democratic and authoritarian models of technology governance. This includes his work in Foreign Policy and the Stanford-Vienna Transatlantic Technology Forum on forming a strategic tech alliance among democratic nations and his lectures at institutions like the Hoover Institution on the impact of quantum technologies on the global balance of power.

● Comparative Regulatory and Innovation Models: Analyzing the legal and policy differences between the US, EU, and China. His scholarship, including his "Ten principles for responsible quantum technology" in IOP Quantum Science and Technology, his “Establishing a Legal-Ethical Framework for Quantum Technology” at Yale University, and foundational articles at Harvard Berkman Klein and Nature, dissects these competing models and provides a crucial framework for navigating global strategic competition.

● China’s Quantum and AI Strategy: Providing in-depth analysis of China's legal, ethical, and policy landscape for quantum technologies. This includes evaluating the country's national strategy, its approach to dual use civil-military fusion, its influence on U.S. and E.U. national and economic security through China’s Digital Silk Road Initiative, and its comparative strengths and weaknesses in the global technology race, as analyzed in his “Towards an Atomic Agency for Quantum-AI” scholarship at the European Commission’s Futurium.

● National and Economic Security: Examining the role of export controls, rare earth and critical mineral supply chain vulnerability as published at the Stanford Program on Geopolitics, Technology, and Governance at CISAC / FSI, intellectual property law as published at Berkeley and the Max Planck Institute, and cybersecurity in managing the geostrategic dimensions of quantum technology. His work in these areas, including his contributions to forums like Tel Aviv University's Cyber Week, provides critical insights into protecting strategic assets.

● Standards and Governance: Contributing to the development of robust standards, certification protocols, and performance benchmarks to ensure the safety, reliability, and ethical implementation of these powerful technologies, drawing from lessons from nuclear governance, and from his conferences and seminars at Stanford, Fordham Law, Arizona State, Copenhagen, the Center for Quantum Networks (CQN) and the Centre for International Governance Innovation (CIGI) in Waterloo.

By integrating these insights, Kop will aid the Commission in formulating a holistic understanding of the challenges pertaining to systemic rivalry and great power competition ahead.

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Law, Ethics and Policy of Quantum & AI in Healthcare and Life Sciences published at Harvard, Stanford and European Commission

A collaborative research initiative by scholars from Stanford, Harvard, and MIT, published by the Petrie-Flom Center at Harvard Law School, the Stanford Center for Responsible Quantum Technology, and the European Commission, delves into the complex regulatory and ethical landscape of integrating quantum technologies and artificial intelligence (AI) into the healthcare and life sciences sectors. This series of policy guides and analyses, authored by an interdisciplinary team including Mauritz Kop, Suzan Slijpen, Katie Liu, Jin-Hee Lee, Constanze Albrecht, and I. Glenn Cohen, offers a comprehensive examination of the transformative potential and inherent challenges of this technological convergence.

Regulating Quantum & AI in Healthcare and Medicine: A Brief Policy Guide

This body of research, examining the entangled legal, ethical, and policy dimensions of integrating quantum technologies and AI into healthcare, is articulated across a series of publications in leading academic and policy forums. These works collaboratively build a comprehensive framework for understanding and navigating the future of medicine. A related policy guide was also published on the European Commission's Futurium platform, further disseminating these findings to a key international policymaking audience. The specific publications include:

1. A Brief Quantum Medicine Policy Guidehttps://blog.petrieflom.law.harvard.edu/2024/12/06/a-brief-quantum-medicine-policy-guide/

2. How Quantum Technologies May Be Integrated Into Healthcare, What Regulators Should Considerhttps://law.stanford.edu/publications/how-quantum-technologies-may-be-integrated-into-healthcare-what-regulators-should-consider/

3. EU and US Regulatory Challenges Facing AI Health Care Innovator Firmshttps://blog.petrieflom.law.harvard.edu/2024/04/04/eu-and-us-regulatory-challenges-facing-ai-health-care-innovator-firms/

4. Regulating Quantum & AI in Healthcare: A Brief Policy Guidehttps://futurium.ec.europa.eu/en/european-ai-alliance/document/regulating-quantum-ai-healthcare-brief-policy-guide

by Mauritz Kop, Suzan Slijpen, Katie Liu, Jin-Hee Lee, Constanze Albrecht & I. Glenn Cohen

Forging the Future of Medicine: A Scholarly Perspective on the Law, Ethics, and Policy of Quantum and AI in Healthcare

The research posits that the fusion of AI with second-generation quantum technologies (2G QT)—which harness quantum-mechanical phenomena like superposition and entanglement—is poised to revolutionize precision medicine. This synergy of quantum computing, sensing and simulation with artificial intelligence promises hyper-personalized healthcare solutions, capable of tackling intricate medical problems that lie beyond the grasp of classical computing. The potential applications are vast, spanning from accelerated drug discovery and development workflows and enhanced diagnostic imaging to rapid genome sequencing and real-time health monitoring. For instance, quantum simulations could model molecular interactions to create more effective pharmaceuticals, while quantum dots may offer novel platforms for targeted cancer therapies and treatments for neurodegenerative conditions by overcoming the blood-brain barrier.

However, the authors caution that these groundbreaking advancements are accompanied by significant ethical, legal, socio-economic, and policy (ELSPI) implications. The emergence of Quantum Artificial Intelligence (QAI), Quantum Machine Learning (QML), and Quantum Large Language Models (QLLM) is expected to amplify these ELSPI concerns. The dual-use nature of these technologies, such as their potential application in gain-of-function research, necessitates a principled and human-centric governance approach.

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Stanford Law’s Jin-Hee Lee, Katie Liu and Mauritz Kop visit Caltech Quantum Research Center

Pasadena, CA – On July 6, 2024, a team from the Stanford Center for Responsible Quantum Technology (RQT) embarked on a research field trip to the California Institute of Technology (Caltech), one of the world's preeminent hubs for quantum science research. This visit, part of an ongoing collaboration between the two world-leading institutions, was a crucial exercise in bridging the gap between the deeply technical world of quantum research and the complex legal, ethical, and societal frameworks required to govern it. The delegation, consisting of RQT Founding Director Mauritz Kop, RQT Fellow Jin-Hee Lee, and Research Assistant to the Director Katie Liu, traveled from Stanford to the heart of Southern California to engage directly with the scientists and engineers who are building the future of quantum. The visit was hosted by RQT Fellow Franz Pfanner, a PhD candidate at Caltech, and focused on the groundbreaking work being done at Caltech's Institute for Quantum Information and Matter (IQIM).

The day was dedicated to exploring the groundbreaking work being done at Caltech's Institute for Quantum Information and Matter (IQIM), a flagship research center led by Professor Manuel Endres, within the university's prestigious Division of Physics, Mathematics and Astronomy. This visit underscores the RQT Center's commitment to fostering a deeply interdisciplinary dialogue, ensuring that the development of responsible quantum governance is informed by a hands-on understanding of the technology itself.

The Epicenter of Quantum Innovation: Caltech's IQIM

Caltech stands as a global powerhouse in quantum research, and at its core is the Institute for Quantum Information and Matter (IQIM). Under the leadership of Professor Manuel Endres, IQIM is dedicated to exploring the frontiers of quantum science, from the fundamental physics of quantum information to the development of novel quantum materials and devices. The institute's work is organized around several Major Activities (MAs), each tackling a different facet of the quantum puzzle.

Bridging Quantum Theory and Society: The Stanford RQT Projects

The visit to Caltech provided a rich technical context for the work being done by the Stanford RQT team, whose projects are focused on the human and societal dimensions of this emerging technological revolution.

Jin-Hee Lee, an RQT Fellow, is pioneering research in the nascent field of Quantum Human-Computer Interaction (Q-HCI). Her project addresses a critical, yet often overlooked, aspect of the quantum future: how will humans interact with these powerful and counterintuitive machines? As quantum computers move beyond the binary logic of classical computing and into the probabilistic realm of qubits and superposition, the interfaces through which we engage with them must be completely re-imagined. Jin-Hee's work, guided by the ELSPI (Ethical, Legal, Social, and Policy Implications) framework, aims to ensure that these interfaces are not only functional but also accessible, intuitive, and ethically designed, preventing the creation of a new digital divide and keeping humanity at the center of the quantum age.

Katie Liu, a Research Assistant at the RQT Center, is focusing on the intersection of quantum technology and neuroscience. Her project, "Responsible Quantum AI in Healthcare – Neurotechnology and Beyond," explores the transformative potential of quantum AI (QAI) to enhance diagnostics and treatments for complex neurological conditions like Alzheimer's and Parkinson's disease. Using the SEA (Safeguarding, Engaging, Advancing) principles as her guide, Katie is investigating how quantum algorithms can analyze the vast datasets generated by neuroimaging and real-time brain monitoring to create personalized treatment plans. Her research also addresses the profound ethical challenges of this work, from ensuring patient data privacy through quantum-resistant encryption to mitigating the dual-use risks of advanced neurotechnology.

A Cross-pollination of Disciplines and a Moment of Reflection

Following the intellectually stimulating day at Caltech, the Stanford delegation visited The Huntington Library, Art Museum, and Botanical Gardens, taking time to reflect in the serene beauty of the Chinese Garden. The garden, with its intricate design and harmonious balance of natural and man-made elements, served as a powerful metaphor for the work ahead: building a responsible quantum future requires a similar blend of technical ingenuity, ethical foresight, and a deep appreciation for the human values we seek to preserve and enhance.

The journey to a quantum-enabled world is just beginning. But as the collaboration between institutions like Stanford and Caltech demonstrates, by working together across disciplines, we can ensure that this powerful new chapter in human history is written not with reckless abandon, but with wisdom, responsibility, and a shared commitment to the common good.

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IOP Quantum Science and Technology publishes Ten Principles for Responsible Quantum Innovation

Stanford, April 22, 2024—The leading peer-reviewed journal Quantum Science and Technology has published the open-access article, "Ten Principles for Responsible Quantum Innovation," a significant paper that offers actionable guidance for the ethical development of quantum technologies. The publication is the result of a two-year, deeply interdisciplinary study by a transatlantic group of leading scholars and represents a major step forward in operationalizing a framework for responsible quantum innovation.

This work builds upon the foundational research of the group, including the "Towards Responsible Quantum Technology" paper published by the Harvard Berkman Klein Center, and will be central to the mission of the Stanford Center for Responsible Quantum Technology.

A Global, Interdisciplinary Collaboration

The paper is a testament to the power of global, interdisciplinary collaboration. Authored by a spectacular team of leading lights in law, philosophy & ethics, socioeconomics, data science, quantum physics, materials science & engineering, and innovation policy, the study brings together a wealth of expertise from the world's most prestigious academic institutions.

The author group, led by Mauritz Kop of Stanford University, includes Mateo Aboy (University of Cambridge), Eline De Jong (University of Amsterdam), Urs Gasser (Technical University of Munich), Timo Minssen (University of Copenhagen), I. Glenn Cohen (Harvard University), Mark Brongersma (Stanford University), Teresa Quintel (Maastricht University), Luciano Floridi (University of Oxford and Yale University), and Raymond Laflamme (University of Waterloo). This formidable team provides a holistic and robust foundation for the quantum governance principles outlined in the paper.

A Framework for Responsible Quantum Innovation

The paper's central contribution is a set of ten guiding principles designed to operationalize a framework for Responsible Quantum Technology (RQT). This framework seeks to integrate considerations of the Ethical, Legal, Social, and Policy Implications (ELSPI) of quantum technologies directly into the research and development lifecycle, while also responding to the core dimensions of Responsible Research and Innovation (RRI): anticipation, inclusion, reflection, and responsiveness.

The principles are organized into three functional categories, termed the SEA framework, which provides a methodological guide for the quantum community:

  • Safeguarding: This pillar focuses on the proactive identification and mitigation of risks associated with quantum technologies.

  • Engaging: This principle emphasizes the critical need for inclusive and continuous dialogue among all stakeholders, from researchers and industry to policymakers and the public.

  • Advancing: This pillar is dedicated to ensuring that quantum technology is actively steered towards desirable societal outcomes and contributes to addressing the world's most pressing challenges.

The Ten Principles for Responsible Quantum Innovation

The Ten Principles paper proposes the following ten actionable principles to help address the risks, challenges, and opportunities associated with the entire suite of second-generation quantum technologies:

  1. Information Security: Make information security an integral part of QT, proactively addressing security threats, including the risk quantum computers pose to current encryption standards.

  2. Dual Use: Proactively anticipate the malicious use of quantum applications by addressing the risks of dual-use technologies that can be employed for both beneficial and harmful purposes.

  3. Quantum Race: Seek international collaboration based on shared values to address the winner-takes-all dynamics of a potential quantum arms race.

  4. Quantum Gap: Consider our planet as the sociotechnical environment in which QT should function, engaging states to ensure equitable access and prevent a "quantum divide."

  5. Intellectual Property: Incentivize innovation while being as open as possible and as closed as necessary, engaging institutions to find the right balance between protecting intellectual property and fostering an open research environment.

  6. Inclusion: Pursue diverse R&D communities in terms of disciplines and people, engaging a wide range of voices to ensure a holistic approach to innovation.

  7. Societal Relevance: Link quantum R&D explicitly to desirable societal goals, advancing society by focusing on applications that address pressing needs.

  8. Complementary Innovation: Actively stimulate sustainable, cross-disciplinary innovation, advancing technology by exploring synergies with other fields like AI and biotechnology.

  9. Responsibility: Create an ecosystem to learn about the possible uses and consequences of QT applications, advancing our understanding of Responsible QT through continuous feedback and assessment.

  10. Education and Dialogue: Facilitate dialogues with stakeholders to better envision possible quantum futures, advancing our collective thinking and education about QT and its impact.

A Catalyst for a Values-Based Quantum Future

The overarching objective of this interdisciplinary effort is to steer the development and use of quantum technology in a direction that is not only consistent with a values-based society but also actively contributes to solving its most significant challenges. The "Ten Principles for Responsible Quantum Innovation" provides a crucial foundation for this work.

The paper is a call to action for the entire quantum community—researchers, industry leaders, policymakers, and the public—to engage in the vital work of building a responsible quantum ecosystem. As the authors conclude, the goal is to develop and operationalize these guiding principles into the best practices and real-world applications that will define the quantum future. The annual Stanford RQT Conference, among other initiatives, will continue to provide a forum for these critical, interdisciplinary discussions.

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Nature Physics publishes A Call for Responsible Quantum Technology by Urs Gasser, Eline De Jong and Mauritz Kop

The leading journal Nature Physics has published "A Call for Responsible Quantum Technology," a significant Comment piece authored by a transatlantic team of scholars: Urs Gasser, Eline De Jong, and Mauritz Kop. Published on April 9, 2024, the article serves as a manifesto of the Stanford Center for Responsible Quantum Technology (RQT). It presents a compelling argument for proactively establishing ethical and societal guardrails for quantum technology (QT) while the field is still in its formative stages.

Citation: Gasser, U., De Jong, E. & Kop, M. A call for responsible quantum technology. Nat. Phys. 20, 525–527 (2024). https://doi.org/10.1038/s41567-024-02462-8

This foundational work builds upon the Stanford Center for RQT's prior scholarship, including the foundational paper "Towards Responsible Quantum Technology" published at Harvard and the University of California, and the "10 Principles for Responsible Quantum Innovation" published at IOP Science & Technology. All three authors are members of the Stanford RQT Center, which is founded and directed by Kop, who also served as the senior and corresponding author on the Nature publication. The article crystallizes the Center's crucial mission: to guide the development of quantum technologies in a direction that is safe, ethical, and beneficial for humanity and the planet.

Watch Urs Gasser and Eline De Jong present their Nature publication at the Stanford Responsible Quantum Technology Conference here: https://youtu.be/2vA9fID-7SA?si=MV67C9jN34UlsmuW&t=1279

The Core Argument: A Proactive Stance on Quantum Governance

The central thesis of "A Call for Responsible Quantum Technology" is both clear and urgent: the time to consider and implement governance frameworks for QT is now. The authors draw a crucial lesson from the history of other powerful innovations, such as nuclear fission and artificial intelligence (AI), where ethical, legal, and social considerations were often addressed reactively, "once the genie is already out of the bottle." Given the potentially transformative and disruptive power of quantum, the article argues that repeating this mistake is not an option.

A Framework for Responsible Quantum Innovation

To navigate this complex landscape, the authors propose a comprehensive framework for Responsible Quantum Technology. This is not a call for premature, heavy-handed legislation but for a systematic approach to anticipate and manage the ethical, legal, social, and policy implications (ELSPI) throughout the entire QT lifecycle.

The framework is designed to be operationalized through a set of quantum-specific guiding principles, which the authors organize into three functional categories, known as the SEA principles:

  • Safeguarding: Principles focused on mitigating downside risks, requiring that issues like information security and malicious dual-use scenarios are considered from the outset of research and development.

  • Engaging: Principles designed to foster robust interaction between innovators and diverse stakeholders to address complex issues like intellectual property, market competition, and equitable access.

  • Advancing: Principles that prioritize and incentivize the development of QT applications that serve desirable societal goals and the common good.

This layered approach, spanning technical, ethical, and socio-legal considerations, provides a navigational aid for researchers, funders, policymakers, and industry leaders, offering both an "issue spotter" to identify potential challenges and a "compass" to guide the technology's trajectory.

The Authors of the Nature Publication on Responsible Quantum Technology

The Nature article is a product of deep interdisciplinary expertise, authored by three leading figures at the Stanford Center for Responsible Quantum Technology:

Urs Gasser is a distinguished Professor at the Technical University of Munich (TUM), where he is Dean of the TUM School of Social Sciences and Technology. A Fellow at the Stanford RQT Center, he was previously the Executive Director of the Berkman Klein Center for Internet & Society at Harvard University. His research focuses on the societal and regulatory implications of emerging technologies, bringing a wealth of experience in technology law and policy.

Eline De Jong is a Dutch philosopher and ethicist serving as a Fellow at the Stanford RQT Center. She is currently a PhD candidate at the University of Amsterdam, specializing in the philosophy and ethics of quantum technology. Her background includes advising the Netherlands Scientific Council for Government Policy on the societal impact of AI, providing a deep understanding of the co-evolution of technology and society.

Mauritz Kop, the Founding Director of the Stanford RQT Center and the article's senior and corresponding author, is a tech lawyer, policy advisor, and academic whose work focuses on creating sui generis governance frameworks for exponential technologies like AI and quantum. His scholarship, published by leading institutions globally, aims to integrate risk management, regulatory compliance, and safety standards directly into the innovation process.

This collaboration between legal, policy, and ethics scholars underscores the article's central message: ensuring a responsible quantum future requires a concerted, interdisciplinary, and international effort. As the manifesto for the Stanford Center for RQT, Nature’s "A Call for Responsible Quantum Technology" is a foundational text, setting a clear and principled agenda for the global quantum community.

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Mauritz Kop Consults Senator Mark Warner on AI & Quantum Technology Policy

Washington D.C., January 4, 2022—As the United States Congress grapples with the complex challenges of regulating artificial intelligence and quantum technology, leading policymakers are seeking expert guidance to inform a robust and forward-thinking national strategy. On January 4, 2022, Mauritz Kop, a distinguished scholar in the field of technology law and governance, was consulted by the legal team of U.S. Senator Mark Warner (D-VA) to provide strategic insights on both AI and quantum technology policy.

This consultation highlights the growing recognition in Washington of the need for deep, interdisciplinary expertise to navigate the geopolitical, economic, and security dimensions of these transformative technologies. Senator Warner's team reached out to Kop based on his influential scholarship, including his extensive work at Stanford on the EU AI Act and the need for a strategic democratic tech alliance, his advisory role for the European Commission led by Ursula von der Leyen on the AI Act and Data Act, and his foundational article in the Yale Journal of Law & Technology proposing a comprehensive legal-ethical framework for quantum technology.

Senator Mark Warner: A Leader on Technology and National Security

Senator Mark Warner's engagement on these issues is both significant and timely. As the Chairman of the Senate Select Committee on Intelligence, he is at the forefront of addressing the national security implications of emerging technologies. His work involves overseeing the U.S. Intelligence Community and ensuring it is equipped to handle the threats and opportunities of the 21st century, where technological competition with nations like China is a central concern.

The Senate Select Committee on Intelligence has a broad mandate that includes analyzing intelligence on the technological capabilities of foreign powers and assessing the vulnerabilities of U.S. critical infrastructure. Senator Warner has been a vocal proponent of developing a national strategy for AI and quantum to maintain the United States' competitive edge and to ensure that these technologies are developed and deployed in a manner consistent with democratic values. This consultation with Mauritz Kop reflects the Senator's commitment to drawing on leading academic research to shape sound, bipartisan policy.

AI Policy: A Transatlantic, Risk-Based Approach that Lets Innovation Breathe

A key focus of the consultation was Kop's analysis of the European Union's AI Act. His Stanford publications argue for a balanced, pro-innovation regulatory model that can serve as a blueprint for international cooperation. Good governance and sensible legislation should incentivize desired behavior and simultaneously create breathing room for sustainable, beneficial innovation to flourish.

Quantum Governance: Establishing a Legal-Ethical Framework

The discussion also delved into the governance of quantum technology, drawing on Kop's seminal work in the Yale Journal of Law & Technology. Recognizing that quantum is rapidly moving from the theoretical to the practical, he stressed the urgency of establishing a legal-ethical framework before the technology is widely deployed and locked-in.

The consultation with Senator Warner's office represents a critical intersection of academic scholarship and high-level policymaking. As the United States charts its course in the era of AI and quantum, the insights provided by experts like Mauritz Kop are invaluable in ensuring that the nation's strategy is not only competitive but also responsible, ethical, and firmly rooted in democratic principles.

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We hebben dringend een recht op dataprocessing nodig

Deze column is gepubliceerd op platform VerderDenken.nl van het Centrum voor Postacademisch Juridisch Onderwijs (CPO) van de Radboud Universiteit Nijmegen. https://www.ru.nl/cpo/verderdenken/columns/we-dringend-recht-dataprocessing-nodig/

5 juridische obstakels voor een succesvol AI-ecosysteem

Eerder schreef ik dat vraagstukken over het (intellectueel) eigendom van data, databescherming en privacy een belemmering vormen voor het (her)gebruiken en delen van hoge kwaliteit data tussen burgers, bedrijven, onderzoeksinstellingen en de overheid. Er bestaat in Europa nog geen goed functionerend juridisch-technisch systeem dat rechtszekerheid en een gunstig investeringsklimaat biedt en bovenal is gemaakt met de datagedreven economie in het achterhoofd. We hebben hier te maken met een complex probleem dat in de weg staat aan exponentiële innovatie.

Auteursrechten, Privacy en Rechtsonzekerheid over eigendom van data

De eerste juridische horde bij datadelen is auteursrechtelijk van aard. Ten tweede kunnen er (sui generis) databankenrechten van derden rusten op (delen van) de training-, testing- of validatiedataset. Ten derde zullen bedrijven na een strategische afweging kiezen voor geheimhouding, en niet voor het patenteren van hun technische vondst. Het vierde probleempunt is rechtsonzekerheid over juridisch eigendom van data. Een vijfde belemmering is de vrees voor de Algemene verordening gegevensbescherming (AVG). Onwetendheid en rechtsonzekerheid resulteert hier in risicomijdend gedrag. Het leidt niet tot spectaculaire Europese unicorns die de concurrentie aankunnen met Amerika en China.

Wat is machine learning eigenlijk?

Vertrouwdheid met technische aspecten van data in machine learning geeft juristen, datawetenschappers en beleidsmakers de mogelijkheid om effectiever te communiceren over toekomstige regelgeving voor AI en het delen van data.

Machine learning en datadelen zijn van elementair belang voor de geboorte en de evolutie van AI. En daarmee voor het behoud van onze democratische waarden, welvaart en welzijn. Een machine learning-systeem wordt niet geprogrammeerd, maar getraind. Tijdens het leerproces ontvangt een computer uitgerust met kustmatige intelligentie zowel invoergegevens (trainingdata), als de verwachte, bij deze inputdata behorende antwoorden. Het AI-systeem moet zelf de bijpassende regels en wetmatigheden formuleren met een kunstmatig brein. Algoritmische, voorspellende modellen kunnen vervolgens worden toegepast op nieuwe datasets om nieuwe, correcte antwoorden te produceren.

Dringend nodig: het recht op dataprocessing

De Europese Commissie heeft de ambitie om datasoevereiniteit terug te winnen. Europa moet een internationale datahub worden. Dit vereist een modern juridisch raamwerk in de vorm van de Europese Data Act, die in de loop van 2021 wordt verwacht. Het is naar mijn idee cruciaal dat de Data Act een expliciet recht op dataprocessing bevat.

Technologie is niet neutraal

Tegelijkertijd kan de architectuur van digitale systemen de sociaal-maatschappelijke impact van digitale transformatie reguleren. Een digitaal inclusieve samenleving moet technologie actief vormgeven. Technologie an sich is namelijk nooit neutraal. Maatschappelijke waarden zoals transparantie, vertrouwen, rechtvaardigheid, controle en cybersecurity moeten worden ingebouwd in het design van AI-systemen en de benodigde trainingdatasets, vanaf de eerste regel code.

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Data delen als voorwaarde voor een succesvol AI-ecosysteem

Trainingsdatasets voor kunstmatige intelligentie: enkele juridische aspecten

Data delen (data sharing) of liever het vermogen om hoge kwaliteit trainingsdatasets te kunnen analyseren om een AI model -zoals een generative adversarial network- te trainen, is een voorwaarde voor een succesvol AI-ecosysteem in Nederland.

In ons turbulente technologische tijdperk nemen fysieke aanknopingspunten als papier of tastbare producten binnen de context van data -of informatie- in belang af. Informatie is niet langer aan een continent, staat of plaats gebonden. Informatietechnologie zoals kunstmatige intelligentie ontwikkelt zich in een dermate hoog tempo, dat de juridische problemen die daaruit voortvloeien in belangrijke mate onvoorspelbaar zijn. Hierdoor ontstaan -kort gezegd- problemen voor tech startups en scaleups.

In dit artikel een serie -mede in onderlinge samenhang te beschouwen aanbevelingen, suggesties en inventieve oplossingen om anno 2020 tot waardevolle nationale en Europese dataketens te komen.

Data donor codicil

Introductie van een Europees (of nationaal) data donor codicil waarmee een patiënt of consument vrijwillig data kan doneren aan de overheid en/of het bedrijfsleven, AVG-proof. Hier kunnen waardeketens worden gecreëerd door de sensor data van medische Internet of Things (IoT) apparaten en smart wearables van overheidswege te accumuleren. Anoniem of met biomarkers.

Data interoperabel en gestandaardiseerd

Unificatie van data uitwisselingsmodellen zodat deze interoperabel en gestandaardiseerd worden in het IoT. Een voorbeeld is een Europees EPD (Elektronisch Patiënten Dossier), i.e een Electronic Healthcare Record (EMR). AI certificering en standaardisatie (zoals ISO, ANSI, IEEE / IEC) dient bij voorkeur niet te worden uitgevoerd door private partijen met commerciële doelstellingen, maar door onafhankelijke openbare instanties (vergelijk het Amerikaanse FDA).

Machine generated (non) personal data

Een andere categorisering die we kunnen maken is enerzijds publieke (in handen van de overheid) machine generated (non) personal data, en private machine generated (non) personal data. Met machine generated data bedoelen we met name informatie en gegevens die continue door edge devices worden gegenereerd in het Internet of Things (IoT). Deze edge devices staan via edge (of fod) nodes (zenders) in verbinding met datacenters die samen met edge servers de cloud vormen. Deze architectuur noemen we ook wel edge computing.

Juridische dimensie

Data, of informatie heeft een groot aantal juridische dimensies. Aan data delen kleven potentieel intellectueel eigendomsrechtelijke (verbodsrecht en vergoedingsrecht), ethische, grondrechtelijke (privacy, vrijheid van meningsuiting), contractenrechtelijke en internationaal handelsrechtelijke aspecten. Juridisch eigendom op data bestaat anno 2020 niet omdat het -vanuit goederenrechtelijk oogpunt- niet als zaak wordt gekwalificeerd. Data heeft wel vermogensrechtelijke aspecten.

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