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.

Mauritz Kop Speaks at Oxford University on Quantum Threats

Oxford University, 10 November 2025—This afternoon, Professor Mauritz Kop joined distinguished colleagues at the University of Oxford for a high-level panel discussion titled “Quantum Supremacy: Technology, Strategy, and International Order.” Hosted by the Department of Politics and International Relations (DPIR) and the Oxford Emerging Threats & Technology Working Group (ETG), the event convened a diverse audience of scholars, policymakers, and industry leaders to dissect the rapidly evolving landscape of quantum technologies.

Moderated by Sarah Chen, the session moved beyond the hyperbolic headlines often associated with quantum computing to address the granular realities of strategy, governance, and international security. Alongside Kop, the panel featured Dr. Simson Garfinkel of BasisTech, Angus Lockhart of SECQAI, and Professor Michael Holynski of the UK Quantum Technology Research Hub. The resulting dialogue offered a dense, forward-looking examination of quantum threats and opportunities—ranging from the precision of quantum sensing and the urgency of post-quantum cryptography (PQC) to the geopolitical friction points of supply-chain resilience and the risk of sub-optimal governance lock-in.

The Mission of Oxford’s Emerging Threats & Technology Working Group

The context for this discussion was set by the unique mandate of the host organization. The Emerging Threats & Technology Working Group at Oxford University stands as one of the few academic platforms systematically examining how critical and emerging technologies (CETs) reshape the security environment. Meeting regularly to assess the national-security implications of technologies such as artificial intelligence, quantum computing, directed energy, and space systems, the Group brings together participants from academia, industry, and government in a hybrid format.

This institutional design is consequential. By convening interdisciplinary seminars and publishing detailed session reports, Oxford Emerging Threats builds a community capable of treating quantum technology not merely as a laboratory curiosity or a narrow industrial race, but as a systems problem. Within this forum, quantum is framed as a variable that touches deterrence, alliance cohesion, human rights, and the resilience of critical infrastructures. For Stanford RQT (Responsible Quantum Technology), represented by Kop, this mandate aligns closely with the necessity to develop governance, standards, and strategic frameworks that keep quantum innovation compatible with an open, rules-based international order.


Reframing the Narrative: From Quantum Supremacy to Allied Quantum Assurance

In his opening remarks, Kop challenged the utility of the term “quantum supremacy” when applied to state actors. While the term has technical validity in describing a computational threshold, legally and strategically it acts as a misleading metaphor. Kop argued that for democratic states, the more relevant concept is assurance: the ability of allies to deploy quantum-era capabilities in a way that is verifiable, interoperable, and resilient, while simultaneously preserving an open international order.

To operationalize this, Kop proposed the framework of Allied Quantum Assurance, a strategy built upon recognizing that the world is currently crossing a “quantum event horizon.” Much like an astrophysical event horizon represents a point of no return, the current governance tipping point implies that early decisions on standards, export controls, supply chains, and research security will lock allies into long-lasting path dependencies.

The immediate driver of this urgency is the “harvest-now, decrypt-later” (HNDL) risk—a metaphorical “Q-Day” scenario where data exfiltrated today is decrypted by a future, Shor-capable quantum computer. This reality reframes strategic stability: whereas classical nuclear deterrence rests on mutually assured destruction, quantum security centers on deterrence-by-denial, achieved through informational assurance and operational resilience.

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War on the Rocks Publishes "A Bletchley Park for the Quantum Age"

Washington DC, Nov. 6, 2025—War on the Rocks has published a major new commentary by Stanford RQT’s Mauritz Kop, titled “A Bletchley Park for the Quantum Age.” The article translates his broader research on quantum governance into a concrete, operational blueprint for post-quantum cryptography (PQC) migration across the United States and its allies.

Appearing in a venue read closely by practitioners in defence, intelligence, and foreign policy, the piece draws a deliberate conceptual line from the World War II codebreaking effort at Bletchley Park to today’s challenge of securing democratic communications. It argues that Bletchley Park was more than a geographic location; it was a method—an integrated system of science, engineering, operations, and alliance management. Kop contends that a similar methodology is required now to protect national security systems against cryptanalytically relevant quantum computers.

The Enigma Machine utilized a complex series of electromechanical rotors to produce a polyalphabetic substitution cipher, creating an encryption standard that was widely deemed unbreakable by contemporary adversaries. Defeating this system required the Allies to operationalize abstract mathematics into industrial capability, a feat that fundamentally altered the trajectory of the war.

The article situates PQC migration not as a narrow information technology upgrade, but as a core tenet of United States and allied quantum-AI grand strategy. It highlights how flagship programmes such as the United States Department of Defense’s Replicator initiative must be made “quantum-ready” to avoid becoming silently obsolete once large-scale quantum computers arrive.

Professor Kop extends his gratitude to War on the Rocks editor Lieutenant Colonel Walter ‘Rick’ Landgraf, PhD, whose precise editorial work helped sharpen the argument and tailor it to the publication’s strategic readership.

The Core Argument: A Bletchley Method for Post-Quantum Cryptography Migration

The essay begins from a straightforward technical premise. Once fault-tolerant quantum computers exist, Shor’s algorithm will efficiently factor large integers and compute discrete logarithms, thereby breaking the public-key cryptosystems—such as RSA and elliptic-curve cryptography—on which secure communication currently relies. In parallel, Grover’s algorithm will provide a quadratic speed-up in brute-force search, effectively halving the security margin of many symmetric-key schemes.

In this setting, the world’s cryptographic infrastructure cannot simply be patched at the margins. It requires a comprehensive, carefully managed transition to new, quantum-resistant algorithms.

Kop proposes that the United States and its allies apply a “Bletchley method” to this problem by tightly linking:

  1. Domestic execution of PQC migration, and

  2. An allied, standards-based certification compact that prevents fragmentation.

Defensively, this means post-quantum cryptography by default and certified interoperability across critical systems. Politically, it means that Washington earns the right to lead abroad by delivering verifiable results at home.

The framework is organised around two distinct but mutually reinforcing tracks:

  • Track One – “Ultra at Home”: rigorous domestic execution, and

  • Track Two – “Allied Codebook Abroad”: international architecture designed to avoid a “quantum splinternet.”

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Mauritz Kop Speaker at United Nations International Year of Quantum Science and Technology 2025

On 31 October 2025, Mauritz Kop, Founder of Stanford RQT (Responsible Quantum Technology), served as one of the main speakers at the North America regional workshop on the Ethical, Legal, and Social Aspects (ELSA) of Broadening Global Ownership of Quantum Technologies. The online workshop was part of the United Nations International Year of Quantum Science and Technology 2025 (IYQ 2025), a year-long initiative mandated by the United Nations General Assembly (UNGA) and led by the United Nations Educational, Scientific and Cultural Organization (UNESCO) to mark 100 years of quantum mechanics and to address the emerging “quantum divide” in access, skills, and infrastructure.

The North America edition was convened by Dr. Zeki C. Seskir and Professor Shohini Ghose as part of a six-region ELSA-of-quantum workshop series. Each regional workshop is feeding into a global IYQ event on the Ethical, Legal, and Social Aspects of Broadening Global Ownership of Quantum Technologies to be held in Istanbul in November 2025.

The program brought together four principal speakers—Mauritz Kop, Bruna Shinohara de Mendonça, Lindsay Rand, and Isabelle Lacroix—and designated commentators Rodrigo Araiza Bravo and Karl Thibault. The workshop closed with an open discussion in which participants reflected on regional needs, expected impact, and the kind of alignment that is necessary for a fair and secure quantum future.

The International Year of Quantum and the North America ELSA Workshop

The International Year of Quantum Science and Technology 2025 was proclaimed by the United Nations General Assembly in June 2024. The resolution calls on states and international organizations to use 2025 to raise public awareness of quantum science, promote education and capacity-building—especially in the Global South—and strengthen cooperation so that all countries can participate in and benefit from quantum technologies.

Within this broader mandate, the ELSA of Broadening Global Ownership of Quantum Technologies initiative focuses on quantum governance. The North America workshop was explicitly framed around three questions:

  1. Which ethical, legal, and social aspects of quantum technologies are most urgent for North America today?

  2. Which ELSA topics are most important globally?

  3. How should the future of ELSA and related policy implications be shaped in Europe, North America, and worldwide, and what forms of alignment are needed?

The three-hour program opened with an overview of the IYQ ELSA event series, followed by the four invited talks, a short break, and then a structured discussion and closing reflections.

From ELSA to ELSPI: A Metaparadigm for Quantum Governance

Kop’s keynote, “From ELSA to ELSPI: A Metaparadigm for Quantum Governance,” drew on his recent work on Quantum-ELSPI and Responsible Quantum Technology, including Quantum-ELSPI: A Novel Field of Research; Ten Principles for Responsible Quantum Innovation (co-authored with, among others, Raymond Laflamme); and his legislative blueprint Towards a European Quantum Act.

He began by defining Quantum-ELSPI (co-developed with Luciano Floridi then at Oxford, now at Yale) as the study of Ethical, Legal, Socio-economic, and Policy Implications of quantum technologies. Classical ELSA—Ethical, Legal, and Social Aspects—was designed for more conventional technologies and, in his view, is too narrow for quantum systems that combine:

  • Dual-use components that can be deployed for both civilian and military purposes;

  • Long security horizons, where sensitive data captured today may be decrypted decades later by cryptanalytically relevant quantum computers; and

  • Fragile supply chains, in which a handful of materials, cryogenic systems, or photonic components create systemic bottlenecks.

To address this, Kop articulated three foundational pillars of the Quantum-ELSPI metaparadigm, developed in a recent Science article with co-authors Mateo Aboy, Urs Gasser, Glenn Cohen, and others:

  1. Standards-First Governance
    Technical and assurance standards—such as post-quantum cryptography (PQC) profiles, quantum quality-management systems, and certification schemes—are treated as the primary vehicle for embedding values into systems. Law, policy, and institutional design are built around these standards rather than attempting to regulate hypothetical risks in the abstract.

  2. Execution-Oriented Ethics
    Ethics is framed as a delivery problem. Instead of high-level value statements, Kop emphasized auditable supply chains, post-quantum cryptography migration drills, and verifiable deployment metrics in sectors such as finance, health care, and government archives. Ethics, in this sense, is measured by what actually ships and how it behaves under stress.

  3. Planetary Welfare
    The third pillar reframes quantum technologies not only as instruments of national competitiveness or military advantage, but as ecological and health technologies. Quantum-ELSPI is thus aligned with the Sustainable Development Goals (SDGs), emphasizing applications in climate modeling, clean-energy materials discovery, quantum-enabled medical technologies, and resilient humanitarian communications.

Taken together, these pillars elevate Quantum-ELSPI from a narrow ethics add-on to a metaparadigm for governing the entire quantum stack—from materials and cryogenic infrastructure to cloud-based access, algorithms, and hybrid quantum–classical systems.

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Mauritz Kop Advises Stanford FSI Students on Quantum Policy and Cybersecurity Project

Mauritz Kop advised a Stanford student research team on their quantum policy and cybersecurity project—part of Technology, Innovation, and Great Power Competition, the policy-entrepreneurship course at the Gordian Knot Center for National Security Innovation, Freeman Spogli Institute (FSI).

Startup methods, statecraft problems

In Steve Blank's experiential course, student teams take real-world challenges from U.S. and partner-nation policymakers and work them like founders: rapid discovery, agile iteration, actionable insights for real decision-makers. One team—led by Hannah Nabavi, a graduate student in Aeronautics and Astronautics and Threshold Venture Fellow—chose the quantum frontier: quantum computing and post-quantum cybersecurity as a great-power-competition problem.

From Q-Day to the three pillars

Kop's advisory session gave the team its working map: the Q-Day threat and why harvest-now, decrypt-later collection makes it urgent today; post-quantum cryptography mitigation in finance; the three quantum pillars of computing, sensing, and networking; and the investment ecosystem—startups, ventures, and the discipline that separates substance from hype. It is the same teaching thread he brings to quantum computing and law students at Fordham.

The next quantum policy generation

When aerospace engineers choose post-quantum security as their policy challenge, the signal—in Kop's reading—is clear: quantum literacy is becoming core strategic literacy. The team set out to share its final paper at the end of the fall 2025 quarter—exactly the kind of student work the quantum governance field needs more of.

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Mauritz Kop Teaches Quantum Governance at the United States Air Force Academy

Mauritz Kop, Founder of the Stanford Center for Responsible Quantum Technology, returned to the United States Air Force Academy—where he serves as guest professor—to teach cadets a class titled Responsible Quantum Technology: Establishing a Legal-Ethical Framework. The session began with the physics and moved to the geostrategic, legal, and ethical architecture the field will need as it matures, addressing two questions the cadets had prepared: why govern quantum before it is mature, and what framework best balances innovation against risk.

From the mechanics to the law

The lecture grounded its policy argument in the physics of the second quantum revolution. Where classical systems encode definite bits, quantum systems exploit superposition, entanglement, and tunneling to unlock new categories of capability across computing, sensing, simulation, and networking—from drug discovery and novel materials to jam-resistant navigation and physically grounded secure communications. The same properties that make the technology powerful, Kop argued, strain a legal order built on certainty, locality, and linear causality, which is why quantum governance calls for a tailored, sui generis approach rather than a retrofit of existing rules. The themes extend the line of work Kop set out in Establishing a Legal-Ethical Framework for Quantum Technology.

Why govern before maturity

On the cadets' first question, Kop drew on the Collingridge dilemma—control is easiest early, when knowledge is limited but options remain open—and on his metaphor of a quantum event horizon, a threshold beyond which technological lock-in makes the path far harder to redirect. Acting while the technology is still malleable, he argued, is not a brake on innovation but a precondition for steering it toward democratic values, public trust, and the legal certainty that long-horizon research and investment depend on.

A two-pillar framework

To the second question, Kop offered an integrated two-pillar response: agile, risk-based regulation that tiers obligations by an application's risk, paired with a strategic industrial and security policy that builds national capacity—funding across the lab-to-market pipeline, supply-chain resilience for critical minerals and components, talent development, and shared research infrastructure. This is the operational form of the Responsible Quantum Technology framework, organized under the SEA principles of safeguarding, engaging, and advancing the technology, and aimed at steering innovation rather than slowing it.

Dual-use and deterrence

For future Air Force and Space Force officers, the dual-use character of quantum technology was the connecting thread. The most acute near-term concern is the cryptographic threat—"Q-Day" and "Harvest Now, Decrypt Later"—which makes the migration to post-quantum cryptography a present-tense security task. Set against great-power competition, Kop's prescription is deliberate stewardship: embedding democratic values into standards early, protecting research from state-sponsored theft, and cooperating with allies, themes he has also brought to venues including the Hoover Institution. The class closed on the conviction that technology's trajectory is a matter of choice, and that engaging its technical, strategic, legal, and ethical dimensions is a core professional responsibility for the officers who will shape these systems.

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Columbia Law Publishes 'Towards a European Quantum Act' Study by Mauritz Kop

In a landmark academic contribution, Columbia Law School’s prestigious Columbia Journal of European Law (CJEL) is publishing a comprehensive study by Mauritz Kop, a leading scholar in the field of quantum technology governance. Titled "Towards a European Quantum Act: A Two-Pillar Framework for Regulation and Innovation," the paper, published in Volume 31, Issue 1 (Fall 2025), presents a forward-looking and robust framework for the European Union to navigate the complexities of the quantum age. This timely publication in a top ranked journal guided by the intellectual stewardship of renowned Columbia Law professors Anu Bradford and George Bermann, is set to significantly influence the burgeoning transatlantic dialogue on the future of quantum technology.

The full citation for the paper is: Mauritz Kop – Towards a European Quantum Act: A Two-Pillar Framework for Regulation and Innovation (Sept 9, 2025), Volume 31, Issue No. 1, Columbia Journal of European Law, Columbia Law School (2025), final edition forthcoming. Pre-print versions are available on SSRN, arXiv, ResearchGate, the Website of the European Commission, and AIRecht.

The Columbia Journal of European Law: A Bastion of Transatlantic Legal Scholarship

Founded in 1994, the Columbia Journal of European Law has established itself as a leading academic publication dedicated to the study of European law from a transatlantic perspective. Its mission is to provide a forum for the exchange of ideas between scholars, practitioners, and policymakers on both sides of the Atlantic. The journal’s history is deeply intertwined with the development of the European Union and the evolving relationship between the EU and the United States. It has consistently published groundbreaking scholarship on a wide range of topics, from competition law and trade to human rights and constitutional law.

The journal's ranking among the top international and European law journals is a testament to its quality and influence. CJEL is currently the single most cited European law journal in the world. It is widely recognized for its rigorous academic standards and its commitment to publishing innovative and policy-relevant research. The journal’s association with Columbia Law School, one of the world’s leading law schools, further enhances its prestige. Columbia Law, located on Amsterdam Avenue in Morningside Heights, Manhattan, New York City, is an Ivy League institution consistantly ranked 3rd in the country - its name carries weight. You can find more information about the journal on its official website: https://cjel.law.columbia.edu/ and its Scholastica page: https://columbia-journal-of-european-law.scholasticahq.com/. For more on the journal's history, the Wikipedia page is a useful resource, and updates can be found on their LinkedIn profile.

CJEL Guided by Star Professors Anu Bradford and George Bermann

The intellectual rigor and policy relevance of Kop's study are a reflection of the Journal’s guidance and mentorship of two of Columbia Law School's most distinguished scholars: Anu Bradford and George Bermann.

Professor Bradford, the Henry L. Moses Professor of Law and International Organization, is a world-renowned expert on the "Brussels Effect," a term she coined to describe the European Union's unilateral power to regulate global markets. Her work has profoundly shaped our understanding of the EU's role in the world and its ability to set global standards for technology and other industries. Her insights into the EU’s regulatory power are clearly reflected in Kop’s proposal for a European Quantum Act.

Professor George Bermann is the Walter Gellhorn Professor of Law and the Jean Monnet Professor of European Union Law at Columbia Law School. A leading authority on European law, international arbitration, and comparative law, Professor Bermann has been instrumental in shaping the field of European law studies in the United States. His deep understanding of the intricacies of EU law and governance provides a solid foundation for Kop’s ambitious legislative proposal. The combined expertise of these two scholars has undoubtedly enriched the paper, ensuring its legal and political feasibility.

"Towards a European Quantum Act": A Two-Pillar Framework

Kop's paper argues that the European Union has a unique opportunity to shape the global governance of quantum technologies. He proposes a comprehensive "European Quantum Act" based on a two-pillar framework:

Pillar 1: Agile, NLF-Style Regulation: This pillar focuses on creating a flexible and adaptive regulatory framework, similar to the EU’s New Legislative Framework (NLF) for products. It would establish a risk-based approach to regulating quantum technologies, with stricter rules for high-risk applications and more flexibility for low-risk ones. This approach, Kop argues, would allow for innovation to flourish while ensuring that fundamental rights and safety are protected. A key element of this pillar is the "standards-first" philosophy, which prioritizes the development of technical standards as a primary mechanism for embedding democratic values into the very architecture of quantum technologies.

Pillar 2: Ambitious, Chips Act-Style Industrial Policy: This pillar calls for a proactive and ambitious industrial policy to support the development of a competitive and resilient European quantum ecosystem. Drawing inspiration from the U.S. and EU Chips Acts, Kop proposes a range of measures, including funding for research and development, support for startups and SMEs, and the creation of a European quantum infrastructure. This pillar aims to ensure that Europe can compete with the United States and China in the global quantum race.

A Standards-First Approach to Secure a Democratic Future

A central tenet of Kop's proposal is the "standards-first" approach. He argues that technical standards are not merely technical tools but are "vessels for values." By proactively shaping the standards for quantum technologies, the EU can embed its democratic values, such as privacy, fairness, and accountability, into the core of the technology. This approach would not only ensure that quantum technologies are developed and used in a responsible manner but would also give the EU a competitive advantage in the global market for trustworthy quantum systems.

This concept builds upon a recent study published in the prestigious journal Science, senior-authored by Kop. The study, titled "Quantum technology governance: A standards-first approach," was first-authored by Mateo Aboy of Cambridge University, with co-authorship from Urs Gasser, a leading scholar at the Technical University of Munich and Harvard University, and I. Glenn Cohen, Vice Dean of Harvard Law School and Faculty Director of the Petrie-Flom Center for Health Law Policy, Biotechnology, and Bioethics. This foundational work, which can be accessed here at Science, provides the rigorous academic underpinnings for leveraging standards as a primary tool for responsible technology governance.

The paper, initiated by the Stanford Center for Responsible Quantum Technology, suggests the creation of a Quantum Technology Quality Management System (QT-QMS), which would be developed in partnership with international bodies like ISO/IEC and IEEE. This system would provide a certifiable CE mark for quantum systems, signaling their compliance with EU standards and values.

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Mauritz Kop Awarded Senior Fellowship at Leading G7 Think Tank CIGI Waterloo

Mauritz Kop, founder of the Stanford Center for Responsible Quantum Technology (RQT) and a guest professor at the US Air Force Academy (USAFA), has been appointed a senior fellow at the Centre for International Governance Innovation (CIGI), a leading Canadian G7 think tank with a global reputation for impactful research and policy advice. This fellowship marks a significant new chapter in Professor Kop's work, allowing for a deeper dive into the intricate and rapidly evolving nexus of quantum technology, artificial intelligence (AI), intellectual property (IP) law, competition policy, and national security. The initial project will focus on developing a comprehensive roadmap for navigating this complex landscape, building on previous engagement with CIGI and long-standing academic and professional connections with Canada.

Mauritz Kop Appointed Senior Fellow at CIGI: A New Chapter in Quantum Governance and Global Security

This CIGI senior fellow appointment is not just a personal honour, but a testament to the growing global recognition of the urgent need for innovative governance models to steer the development of powerful dual-use technologies towards beneficial outcomes for humanity. The challenges are immense, but so are the opportunities. In a world grappling with geopolitical instability and the disruptive potential of emerging technologies, CIGI’s mission to build bridges from knowledge to power has never been more critical. Kop is thrilled to contribute to this mission and to collaborate with CIGI’s distinguished team of experts.

Building on a Foundation: The Dual-Use Project and Previous Engagements

Professor Kop's journey with CIGI began prior to this fellowship, with a seminar delivered on the governance of dual-use quantum technologies. That lecture, titled “Responsible Quantum AI Governance: From Ethical Principles to Global Frameworks,” set the stage for the work he is about to undertake. In that presentation, he argued that we are approaching a “Quantum Event Horizon”—a critical juncture beyond which our ability to shape the trajectory of advanced quantum and AI systems may be irrevocably lost. The core of Kop's argument was that traditional governance models and diplomatic efforts are insufficient to address the systemic challenges posed by a global, high-stakes race for quantum supremacy.

The seminar explored the necessity of a multi-layered governance strategy. This includes not only the development of robust international legal frameworks and oversight bodies, drawing inspiration from nuclear non-proliferation treaties, but also the integration of “Quantum-Resistant Constitutional AI” to hardwire universal values into the technology itself. This dual approach, grounded in the principles of responsible innovation, is essential to mitigate the risks of misuse by state and non-state actors, and to ensure that these technologies serve to enhance, rather than undermine, democratic societies.

The positive reception to these ideas and the stimulating discussions that followed with the CIGI community laid the groundwork for this senior fellowship. It became clear that there was a shared understanding of the stakes involved and a common commitment to forging a path towards a safe and equitable quantum future. This fellowship provides the ideal platform to transition from articulating these principles to developing concrete, actionable policy recommendations.

A New Frontier: IP, Competition Law, Quantum, Dual-Use, and National Security

Professor Kop's first project as a CIGI Senior Fellow will be an in-depth analysis of the critical nexus between quantum technology, AI, IP policy, and national security strategy. The convergence of quantum and AI capabilities presents unprecedented challenges for global innovation and strategic stability, most notably the looming threat of “Q-Day,” when a sufficiently powerful quantum computer could break most of the public-key cryptography that underpins our digital world.

This project will draw lessons from historical precedents, particularly the governance of nuclear technology, to inform the development of novel frameworks for quantum governance. A key component of the research will be a comparative analysis of quantum IP strategies across the dominant tech blocs, examining how different approaches to patents, trade secrets, and state secrets are shaping the global quantum race.

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Quantum Technology Governance: The Daiki Quantum Governance Recipe and the World's First QT-QMS

Quantum technology arrives with a governance problem unlike the one that classical computing posed. The systems are powerful, dual-use, and—at the hardware level—physically fragile in ways that ordinary quality regimes never had to model. Daiki, the AI and quantum governance company co-founded by Mauritz Kop, has published the Daiki Quantum Governance Recipe to close that gap: a toolkit that turns responsible-innovation principles into an auditable management system, anchored by what Daiki calls the world's first Quantum Technology Quality Management System (QT-QMS).

A management system for a fragile technology

The QT-QMS is a coined framework, extending to quantum the system-level discipline that ISO 13485 brought to medical devices and ISO/IEC 27001 to information security. The case for a dedicated discipline is physical as much as legal: quantum information lives in fragile superposition states that decoherence degrades on short timescales, and measurement is irreversible, so fidelity, error rates, and calibration drift become first-order operational facts. A quality system built for classical software simply does not have vocabulary for these failure modes, which is why Daiki argues quantum needs a management standard of its own.

Three ingredients, one auditable trail

The Recipe is built around three pillars. A QMS Backbone supplies the ISO-aligned, auditable framework for quality and risk management, integrating ISO/IEC 27001, 27005, and 42001 alongside the proposed QT-QMS. An Ethical Compass operationalizes the Ten Principles for Responsible Quantum Innovation—grouped as Safeguarding, Engaging, and Advancing—through checklists, templates, and guided assessments. An Assessment Engine automates Quantum Impact Assessments across the lifecycle, logging every decision into a time-stamped audit trail that spans ex-ante, ex-durante, and ex-post review. Daiki frames the synthesis of the three as a path to Quantum-Resistant Constitutional AI: systems hardened against quantum attack and bound to an enforceable set of values.

Standards first, regulation later

The Recipe rests on a standards-first philosophy—voluntary, consensus-driven standards as the most workable foundation for a fast-moving field—and situates that approach inside a four-stage cycle running from principles through soft law to hard law. That sequencing matters for timing: by building governance on standards already taking shape through ISO/IEC Joint Technical Committee 3, IEEE, and NIST's post-quantum cryptography work, organizations turn today's best practices into tomorrow's compliance evidence as binding frameworks such as a future EU Quantum Act emerge. Daiki points toward system-level certification of a company's QT-QMS by an accredited body, on the medtech model, as the longer-term destination.

Why it matters now

The deeper argument is one of timing and proof. Quantum governance, like AI governance before it, is moving from voluntary commitment to a documented, auditable function—and the organizations best placed for that shift are the ones building a single coherent management system now, rather than assembling a reactive checklist once enforcement arrives. For a quantum ecosystem dominated by startups and research labs, the Recipe's promise is to lower the cost of doing this well, so that responsibility and speed stop being a trade-off.

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A Standards-First Future for Quantum Governance

Stanford, CA, August 7, 2025—A star team of leading interdisciplinary scholars from the Universities of Cambridge, Harvard, Munich, and Stanford has today published a landmark paper in the prestigious journal Science, outlining a novel and proactive framework for the global governance of quantum technologies. The Science Policy Forum piece titled "Quantum technology governance: A standards-first approach," was led by Professor Mateo Aboy of Cambridge with senior authorship by Mauritz Kop of Stanford. The paper introduces a "Standards-First" approach to regulation, emphasizing the urgent need for harmonized global standards and Quantum Technology Quality Management Systems (QT-QMS). The publication in Science is the culmination of years of dedicated research, synthesizing key takeaways from our annual Stanford RQT Conference and building on thought leadership established in outlets like Nature.

The paper, co-authored by a team representing the very model of interdisciplinary excellence we advocate for - including distinguished professors I. Glenn Cohen of Harvard Law School and Urs Gasser of the Technical University of Munich, addresses one of the most pressing challenges of the quantum age: how to foster innovation responsibly while mitigating the risks of geopolitical fragmentation and a potential "race to the bottom" in safety and ethics.

The core of our argument is the necessity of a "Standards-First" philosophy. Rather than waiting to apply reactive, and often conflicting, national regulations, we contend that the international community must prioritize baseline global standards before quantum technologies become deeply entrenched. This proactive approach aims to prevent a "quantum splinternet"—a fractured ecosystem of incompatible protocols and norms that could stifle innovation and exacerbate international tensions.

The Quantum Technology Quality Management System (QT-QMS)

Building on this, the paper introduces a practical framework: the Quantum Technology Quality Management System (QT-QMS). Drawing from established standards in high-consequence industries like medicine and aerospace, QT-QMS provides a clear, certifiable pathway for building safe and reliable quantum products. It translates high-level ethical principles into concrete, operational processes for risk management, lifecycle auditing, and supply chain integrity, simplifying future regulatory efforts.

As senior author Mauritz Kop notes, “Publishing this governance framework in a leading science journal like Science underscores our central message: getting quantum governance right is not just a task for lawyers and policymakers, but an essential, collaborative effort that must deeply involve the scientists and engineers who are building this future. We must embed our shared values directly into the architecture of quantum systems.

The research provides a clear-eyed analysis of the current global landscape and presents a tangible roadmap for building a stable, interoperable, and responsible quantum ecosystem. By championing a global "race to the top" built on quality, safety, and trust, the framework proposed by Aboy, Gasser, Cohen, and Kop aims to ensure that the profound benefits of the quantum revolution are realized for all groups of our societies.

Charting the Future of Quantum Governance: Our Vision for a Standards-First Approach in Science

Our new Policy Forum piece in Science, titled "Quantum technology governance: A standards-first approach," represents a milestone for our team and for the broader conversation around the future of technology policy. It is the culmination of years of dedicated research, building upon a trajectory of thought leadership established through leading platforms like Nature, and with distinguished academic communities at Stanford, Harvard, Yale, MIT, Berkeley, Oxford, Cambridge, Waterloo, Copenhagen, the Max Planck Institute, and TUM Munchen. This work synthesizes key takeaways from our annual Stanford RQT Conference under Faculty leadership of Professor Mark Lemley, where global leaders convene to tackle these complex issues.

At its core, this piece is a testament to the power of interdisciplinary collaboration. It brought together an all-star team of scholars, each a recognized leader in their respective domain, to forge a unified vision for a more agile, innovative, and secure quantum future.

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Stanford University Library Creates Permanent RQT Scholarship Repository Of Selected Works

Stanford, CA, July 10, 2025 – Stanford University Library, in a significant move to advance the field of responsible quantum innovation, has established a dedicated digital scholarship repository for the Stanford Center for Responsible Quantum Technology (RQT), that had its Law School tenure from December 2023 to January 2025. This new collection, accessible via the persistent URL https://purl.stanford.edu/hp536nb5631, will preserve and showcase the influential research and scholarly output of the Center, ensuring its global accessibility for researchers, policymakers, and industry leaders.

The Stanford Center for RQT, founded by Mauritz Kop and part of the Stanford Program in Law, Science & Technology led by Mark Lemley, stands at the forefront of shaping a future where quantum advancements contribute to equitable and beneficial social goals. With a mission to foster interdisciplinary research, education, and collaboration, the Center addresses the profound societal impacts of quantum technologies, promoting competition, transparency, inclusivity, intergenerational equity, and sustainable innovation, all while safeguarding human rights and democratic values. A highlight of the Center's public engagement is its annual Stanford Responsible Quantum Technology Conference, which brings together global leaders to discuss the field's most pressing issues. The creation of this repository marks a milestone in the Center's efforts to disseminate its foundational works, and ensures their longevity.

The Stanford Library Permanent RQT Repository

The initial collection features a selection of the Center's influential publications that underscore its commitment to a holistic and forward-thinking governance approach. The showcased works include:

10 Principles for Responsible Quantum Innovation: Published in IOP Quantum Science and Technology, this seminal paper by Mauritz Kop and his team outlines a guiding framework for the ethical development of quantum technologies, emphasizing principles from safeguarding and accountability to advancing societal well-being.

Towards Responsible Quantum Technology: This foundational paper from the Harvard Berkman Klein Center for Internet & Society Research Publication Series, authored by Mauritz Kop, Mateo Aboy, Eline De Jong, Urs Gasser, Timo Minssen, I. Glenn Cohen, Mark Brongersma, Teresa Quintel, Luciano Floridi & Ray Laflamme, lays out a comprehensive vision for the responsible development and stewardship of the quantum ecosystem.

A Project-Based Approach to Responsible Quantum Innovation

In addition to its publications, the Center's work is driven by a project-based approach that tackles critical challenges at the intersection of quantum technology and society. Key projects include:

Regulating Quantum Technology: This foundational project performs a detailed study of how to sensibly regulate second-generation (2G) quantum technology. It aims to design sui generis governance frameworks that offer strategic blueprints for decision-makers, integrating risk management, resource optimization, and safety standards to ensure that the benefits of quantum are distributed equitably.

Quantum Leap: Decoding Quantum Computing Innovation: In collaboration with the University of Cambridge, this empirical project by Mateo Aboy conducts a comprehensive analysis of the patent landscape in quantum computing. By examining patenting trends, the project provides valuable, evidence-based insights to inform policy decisions related to intellectual property, innovation, and regulation in this rapidly evolving field.

Key Stanford Center for RQT Focus Areas

The Center's research and policy advocacy are concentrated on several key areas critical to the future of quantum technology:

Global Governance and Standards: Studying how technical standards, certification, and other governance mechanisms can foster the trust needed for technology uptake and responsible deployment. This includes exploring governance tipping points, geopolitics, smart regulation, dual-use, supply chains, and export controls, all within a framework that advances first-to-market innovation, reinforces human rights and safeguards democratic values.

Quantum Diplomacy and Government Advocacy: Informing policymakers, diplomats, and the judiciary about the principles of responsible quantum technology, and fostering international dialogue and strategic alliances to shape effective global governance strategies.

The establishment of this repository by the Stanford University Library not only provides a permanent home for the Center's vital scholarship but also reinforces Stanford's leadership in the global dialogue on technology governance. It serves as an essential resource for anyone seeking to understand and contribute to the responsible development of the quantum future.

Thanks to Professor Mark Lemley and to Beth Williams, Associate Dean, Robert Crown Law Library & Senior Lecturer in Law, for curating the RQT Repository.

To explore the full collection, please visit https://purl.stanford.edu/hp536nb5631.

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EU AI Act Compliance for Global Enterprises: The Daiki Solution for Mandatory AI Governance

The European Union's AI Act has crossed the line from proposal to binding law, and its phased rollout is now an active clock rather than a distant horizon. Daiki, the AI and quantum governance company co-founded by Mauritz Kop, has published an account of what mandatory AI governance demands of global enterprises—and how an integrated, standards-based platform can convert that obligation into a strategic advantage.

A calendar that has already started

The Act entered into force on August 1, 2024. The prohibition on unacceptable-risk practices took effect in February 2025; obligations for general-purpose AI models began in August 2025; and full application—conformity assessments, CE marking, EU-database registration, post-market monitoring for high-risk systems—arrives on August 2, 2026, with a final grace period for regulated-product components running to 2027. Because the Act binds any provider whose systems reach the EU market or whose outputs are used within it, its reach is extraterritorial: a firm headquartered in New York or Singapore is squarely within scope, and penalties of up to €35 million or 7% of worldwide turnover make non-compliance a board-level risk.

The pyramid of criticality

The Act's organizing idea is a risk-based pyramid: unacceptable-risk practices are banned; high-risk systems—reaching common enterprise uses in hiring, credit scoring, and critical infrastructure—carry the heaviest lifecycle obligations; limited-risk systems owe transparency; and minimal-risk applications attract no new mandates. The Daiki solution operationalizes that structure, classifying each system through a rules engine aligned with the Act's definitions and Annex III, then triggering a workflow proportionate to its tier, with every action logged to an auditable evidence trail. Its architecture is anchored in ISO/IEC 42001, bridged to the NIST AI Risk Management Framework, and bounded throughout by deliberate human oversight—mirroring the Act's own Article 14.

A risk-based reading with a documented lineage

The post's central reading—that a risk-based regime rewards organizations able to prove their governance—has a clear history in Kop's scholarship. As Mauritz Kop's record of work shows, his 2021 analysis of the EU AI Act anticipated the four-tier architecture that is now law, and the same logic carries across the Atlantic to California's compute-threshold approach for frontier models. For general counsel and compliance leaders, the practical takeaway is consistent: build one coherent, standards-based governance system now—rather than a reactive checklist per statute—and the era of enforcement will reward exactly the discipline the era of voluntary principles merely recommended. Mandatory AI governance, as the post observes, is here to stay; the enterprises that treat it as design rather than damage control will be the trusted artificial intelligence leaders of the regulated decade ahead.

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Mauritz Kop gives Quantum Governance Seminar at G7 Think Tank CIGI, the Centre for International Governance Innovation

Honoured to give a Quantum Governance seminar this Monday at the Centre for International Governance Innovation (CIGI), a leading non-partisan G7 think tank based in Waterloo. We’ll address a critical question: Are our governance frameworks ready for Quantum-AI? https://www.cigionline.org/events/responsible-quantum-ai-governance-from-ethical-principles-to-global-frameworks/

We are approaching a metaphorical ‘Quantum Event Horizon’—an inflection point, or quantum governance ‘tipping point’ beyond which our ability to steer advanced quantum technology and AI towards beneficial societal outcomes, may be lost. In a geopolitical context defined by a winner-takes-all race for the keys to the world’s operating system, the stakes could not be higher. This issue is at the heart of CIGI’s project on the guidance of emerging dual-use technologies.

Responsible Quantum AI Governance: From Ethical Principles to Global Frameworks

My lecture, titled ‘Responsible Quantum AI Governance: From Ethical Principles to Global Frameworks’ explores why traditional governance and quantum diplomacy are not enough to address systemic rivalry and human-machine control problems. Instead, it requires planetary-level thinking and a fundamental shift from reactive oversight to novel paradigms of architectural control. The work builds on ideas we first explored in 'Ethics in the Quantum Age' (Physics World) and 'Establishing a Legal-Ethical Framework for Quantum Technology' (Yale Journal of Law & Technology).

Multi-layered governance strategy

I will make the case for a multi-layered governance strategy. In addition to hardwiring universal values into the technology itself via Quantum-Resistant Constitutional AI, we need robust global legal frameworks and oversight bodies ensuring non-proliferation of dual-use quantum-AI technologies via safeguards implementation (inspired by nuclear governance), including the creation of an 'Atomic Agency for Quantum-AI' and a new international treaty to constitute a ‘Quantum Acquis Planétaire’, or 'Global Quantum Acquis'. This dual approach is grounded in the principles of responsible quantum innovation we've outlined in recent publications with Nature, Harvard Law, Stanford Law, and the Institute of Physics.

I will conclude my talk with emphasizing that building a safe and equitable quantum future requires unprecedented international collaboration, drawing inspiration from successful large-scale scientific cooperation models like CERN and ITER. Now is the critical window for the international community to design and build these innovative governance structures, steering the immense power of quantum science towards beneficial outcomes for all of humanity.

We hope you can join what promises to be a vital discussion.

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