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.

Berichten in Quantum Technology
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 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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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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Quantum Event Horizon: Addressing the Quantum-AI Control Problem through Quantum-Resistant Constitutional AI

What happens when AI becomes not just superintelligent, but quantum-superintelligent? QAI agents with both classical and quantum capabilities? How do we ensure we remain in control?

This is the central question of my new article, where I introduce the concept of the Quantum Event Horizon to frame the urgency of the QAI control problem. As we near this point of no return, the risk of losing control to misaligned systems—machines taking over or seeing them weaponized—becomes acute.

A metaphorical Quantum Event Horizon can be thought of as an inflection point, or quantum governance 'tipping point' beyond which our ability to steward advanced quantum technology and AI towards beneficial outcomes for all of humanity, may vanish.

Simple guardrails are not enough. The solution must be architectural. I propose a new paradigm: Quantum-Resistant Constitutional AI, a method for engineering our core values into the foundation of QAI itself. This is a crucial discussion for policymakers, researchers, builders, and industry leaders.

Navigating the Quantum Event Horizon

This paper addresses the impending control problem posed by the synthesis of quantum computing and artificial intelligence (QAI). It posits that the emergence of potentially superintelligent QAI agents creates a governance challenge that is fundamentally different from and more acute than those posed by classical AI. Traditional solutions focused on technical alignment are necessary but insufficient for the novel risks and capabilities of QAI. The central thesis is that navigating this challenge requires a paradigm shift from reactive oversight to proactive, upfront constitutional design.

The core of the argument is framed by the concept of the ‘Quantum Event Horizon’—a metaphorical boundary beyond which the behavior, development, and societal impact of QAI become computationally opaque and practically impossible to predict or control using conventional methods. Drawing on the Collingridge dilemma and the Copenhagen interpretation, this concept highlights the risk of a "point of no return," where technological lock-in, spurred by a "ChatGPT moment" for quantum, could cement irreversible geopolitical realities, empower techno-authoritarianism, and present an unmanageable control problem (the risk of machines taking over). Confronting this requires a new philosophy for governing non-human intelligence.

Machines Taking Over

The urgency is magnified by a stark geopolitical context, defined by a Tripartite Dilemma between the existential safety concerns articulated by figures like Geoffrey Hinton, the geopolitical security imperative for rapid innovation voiced by Eric Schmidt, and the builder’s need to balance progress with safety, as expressed by Demis Hassabis. This dilemma is enacted through competing global innovation models: the permissionless, market-driven US system; the state-led, top-down Chinese system; and the values-first, deliberative EU model. In this winner-takes-all race, the first actor to achieve a decisive QAI breakthrough could permanently shape global norms and our way of life.

An Atomic Agency for Quantum-AI

Given these stakes, current control paradigms like human-in-the-loop oversight are inadequate. The speed and complexity of QAI render direct human control impossible, a practical manifestation of crossing the Quantum Event Horizon. Therefore, governance must be multi-layered, integrating societal and institutional frameworks. This includes establishing an "Atomic Agency for Quantum-AI" for international oversight and promoting Responsible Quantum Technology (RQT) by Design, guided by principles such as those outlined in our '10 Principles for Responsible Quantum Innovation' article. These frameworks must be led by robust public governance—as corporate self-regulation is insufficient due to misaligned incentives—and must address the distributive justice imperative to prevent a "Quantum Divide."

Towards Quantum-Resistant Constitutional AI

The cornerstone of our proposed solution is Quantum-Resistant Constitutional AI. This approach argues that if we cannot control a QAI agent tactically, we must constrain it architecturally. It builds upon the concept of Constitutional AI by designing a core set of ethical and safety principles (a 'constitution') that are not merely trained into the model but are formally verified and made robust against both classical and quantum-algorithmic exploitation. By hardwiring this quantum-secure constitution into the agent's core, we can create a form of verifiable, built-in control that is more likely to endure as the agent's intelligence scales.

Self-Aware Quantum-AI Agents

Looking toward more speculative futures, the potential for a Human-AI Merger or the emergence of a QAI Hive Mind—a networked, non-human consciousness enabled by quantum entanglement—represents the ultimate challenge and the final crossing of the Quantum Event Horizon. The foundational governance work we do today, including projects like Quantum-ELSPI, is the essential precursor to navigating these profound transformations.

In conclusion, this paper argues that for the European Union, proactively developing and implementing a framework centered on Quantum-Resistant Constitutional AI is not just a defensive measure against existential risk. It is a strategic necessity to ensure that the most powerful technology in human history develops in alignment with democratic principles, securing the EU’s role as a global regulatory leader in the 21st century.

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A Principled Approach to Quantum Technology: The Stanford RQT Framework and Its Ten Principles

Quantum hardware is advancing faster than the rules meant to govern it. In A Principled Approach to Quantum Technologies (posted as a preprint on SSRN), Mauritz Kop—Founder of the Stanford Center for Responsible Quantum Technology—surveys the 2024–2025 wave of breakthroughs from Google, IBM, D-Wave, Quantinuum, and Microsoft, and argues that the governance gap should be closed now, through the Stanford RQT framework and its Ten Principles for Responsible Quantum Innovation, rather than by waiting for comprehensive regulation.

Capability is outpacing governance

The paper reads the hardware moment carefully: Google's 105-qubit Willow crossing the below-threshold error-correction milestone; IBM's modular roadmap; D-Wave's 4,400-plus-qubit Advantage2 and its 2025 supremacy claim on a materials-simulation problem; Quantinuum and Microsoft's progress on logical qubits; and Microsoft's Majorana 1 topological chip, presented as a scientific advance still facing real scaling challenges. The trajectory—rising capability across computing, simulation, sensing, networking, and quantum/AI hybrids—is what makes governance urgent, because the field still lacks unified interoperability standards, certification, benchmarking, and quantum-ready quality-management systems.

Quantum-ELSPI and dual use

The governance frame is Quantum-ELSPI: the ethical, legal, socio-economic, and policy implications of quantum technology. Because second-generation quantum systems directly harness superposition, entanglement, and tunneling, their dual-use character is acute—quantum simulation can yield vaccines or weapons, sensors can serve the environment or surveillance—and a sufficiently capable machine could break today's encryption, making preparation for "Q-day" through post-quantum cryptography and NIST standards a present-tense task. The paper draws an explicit lesson from nuclear technology—society justifies medical and energy uses while doing little about the destructive extreme—an asymmetry quantum governance should not repeat. The deeper lessons come from a community Kop helped build, surveyed in the second annual Stanford Responsible Quantum Technology Conference.

The RQT framework and SEA

The constructive answer is Responsible Quantum Technology, operationalized through Ten Principles organized under safeguarding, engaging, and advancing (SEA) quantum technologies, society, and humankind—the aim being to safeguard society through advancing quantum technology, a responsible but pro-innovation stance. The framework also folds in the four dimensions of Responsible Research and Innovation—anticipation, reflexivity, inclusion, and responsiveness—and treats regulation as a balancing act, invoking the Collingridge dilemma to argue for anticipatory governance before the technology becomes locked in. Absent formal regulation beyond security and export controls, stakeholders are urged to adopt self-regulatory quantum-technology-assessment tools to monitor, validate, and audit applications across their life cycle—an approach the paper frames as both a public good and a first-mover advantage. Kop developed this institutional home as the center's founder, whose launch at Stanford set the agenda the paper now systematizes. Its governing maxim—quantum R&D kept "as open as possible, and as closed as necessary"—frames a deliberate path through the current regulatory vacuum.

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Towards an Atomic Agency for Quantum-AI

Stanford, CA May 5, 2025 — Today, Mauritz Kop published interdisciplinary research proposing “A Principled Approach to Quantum Technologies”, and the establishment of an “Atomic Agency for Quantum-AI” on the website of the European Commission. The Atomic Agency essay analyzes emerging AI and quantum technology (including their increasing complementarity and interdependence embodied in quantum-AI hybrids) regulation, export controls, and technical standards in the U.S., EU, and China, comparing legislative efforts anno 2025 to strategically balance the benefits and risks of these transformative technologies through the lens of their distinct innovation systems. The Principled Approach paper posits that quantum technology's dual use character brings with it the need to balance maximizing benefits with mitigating risks. In this spirit, the paper argues that quantum technology development should best be guided by a framework for Responsible Quantum Technology, operationalized by a set of tailored principles to optimize risk-benefit curves. Download the paper here.

Towards an Atomic Agency for Quantum-AI

The article analyzes emerging regulation, export controls, and technical standards for both quantum and AI (including their increasing complementarity and interdependence embodied in quantum-AI hybrids) in the U.S., EU, and China and offers novel conceptual frameworks to steward these technologies towards shared global benefit.

Key Takeaways:

1. Converging Need for Responsible Governance: Despite distinct innovation philosophies (market-driven in the U.S., values-based in the EU, and state-driven in China), there's a growing international consensus on the necessity for principled and responsible technology governance for both AI and quantum technologies.

2. The 'Washington Effect' vs. 'Beijing Effect': The U.S.'s security-centric policies are creating a de facto "Washington effect," potentially setting global rules for quantum law but risking premature regulation. Conversely, China's push for state-aligned standardization (e.g., via the Digital Silk Road) signals a "Beijing effect," which could export autocratic norms and fragment global interoperability, a trend exacerbated by unilateral export controls.

3. Potential U.S., EU and China Visions on a Quantum Governance Act: Given the distinct innovation ecosystems and strategic priorities of the United States, the European Union, and China, it is instructive to envision how each might hypothetically structure a dedicated legislative framework for quantum technologies. The research outlines hypothetical "Quantum Governance Acts" for each, reflecting their respective governance philosophies and innovation models, while also considering pathways towards greater international alignment based on shared values:

a. United States: Removing Barriers for U.S. Quantum Technology Act (deregulation, industrial standards-centric approach, Safeguarding through Advancing quantum technology, prioritizing market dynamism, national & economic security, and defense).

b. European Union: EU Quantum Act (harmonized regulation rooted in fundamental rights and societal benefit based on New Legislative Framework while incorporating elements from European Chips Act, renewed focus on defense via “European DARPA”).

c. China: Comprehensive Quantum Law (Safeguarding state control while Advancing state goals, blending elements of authoritarian governance with surveillance capitalism, integration of civilian and military sectors, self-reliance, exporting state norms & values through technical standards).

4. Global Challenges & Opportunities for Alignment: Faced with planetary challenges like disease, inequality and climate change, aligning on Responsible Quantum Technology (RQT) norms and standards is a critical global opportunity. The article cautions against a simplistic zero-sum game or Cold-War redux narrative for quantum competition, arguing it hinders vital international cooperation.

5. Quantum-Relativistic Innovation Theory of Everything: Philosophical thought experiment to understand innovation dynamics by drawing analogies from quantum mechanics (uncertainty, superposition at micro-level) and general relativity (context, structure at macro-level), theories about the fundamental nature of reality.

6. Smart Regulation and RQT by Design: Effective governance must move beyond mere restrictions to actively incentivize responsible behaviors, promoting "Responsible Quantum Technology (RQT) by design" through flexible instruments like Quantum Impact Assessments (QIA), RQT by design metrics, adaptive, modular legislation, & regulatory sandboxes.

7. Harmonized "Quantum Acquis Planétaire": The article advocates for a global body of Quantum Law ("Quantum Acquis Planétaire"), complemented by sector-specific practices. Such a quantum acquis would be anchored in universal ethical values and translated into foundational standards and agile legal guardrails. This requires inter-continental policymaking and strategic "recoupling" between major players like the U.S. and China, based on incentives and shared values (“what connects us” – e.g. human dignity, security, well-being).

8. An "Atomic Agency for Quantum-AI": A central proposal is the establishment of an international agency modeled after the International Atomic Energy Agency (IAEA). This body would aim to enforce a global acquis, deter a quantum arms race, ensure non-proliferation of dual-use quantum-AI technologies via safeguards implementation (inspired by nuclear governance), and potentially oversee a global UN Quantum Treaty.

9. Need for International Collaboration & Research Platforms: Realizing ambitious goals like fault-tolerant quantum centric supercomputing, and scalable topological qudits unlocking higher-dimensional quantum systems leveraging multi-level logic, requires collective global expertise and collaborative research platforms akin to CERN or ITER, challenging protectionist measures that stifle necessary cooperation. Immediate global actions should focus on leveraging quantum for the UN Sustainable Development Goals (SDGs), mitigating a 'Quantum Divide,' promoting quantum literacy, and building a skilled quantum workforce.

The research underscores the urgent need for robust global quantum-AI governance structures and calls for a shift from purely competitive dynamics towards pragmatic cooperation and the codification of a harmonized global framework.

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Mauritz Kop Delivers Keynote on Global Quantum Governance Frameworks at the World Quantum Summit in Washington DC

At the World Quantum Summit in Washington, DC, held during DC Climate Week on May 2, 2025, Mauritz Kop, Founder of the Stanford Center for Responsible Quantum Technology, delivered a keynote on Global Quantum Governance Frameworks. The address landed in a symbolic year—the centennial of quantum mechanics and the International Year of Quantum Science and Technology—and made a single, sustained argument: that quantum's distinctive physics demands tailored governance, and that the world should cooperate to unlock quantum for societal progress rather than fracture into rival blocs.

A fragmented compliance web—and a standards-first answer

Kop's diagnosis is that developers of quantum and hybrid systems already face a fragmented web of regional and global requirements, from export controls to sector-specific rules supported by standards, certifications, and quality-management systems. His remedy is unified quantum interoperability standards to avert a "quantum splinternet," paired with the Responsible Quantum Technology (RQT) framework and its benchmarks. This standards-first posture—building technical consensus before locking in less adaptable legislation—runs through his scholarship on responsible quantum innovation, including the Ten Principles for Responsible Quantum Innovation published in IOP Quantum Science and Technology.

Benefits, risks, and Quantum-ELSPI

The keynote mapped quantum's promise and peril by domain. On the benefit side, Kop aligned responsible quantum innovation with the UN Sustainable Development Goals—drug discovery, weather forecasting, battery chemistry, carbon capture. On the risk side, he flagged "Q-day," when current RSA and AES encryption fails, alongside dual-use ambiguity in quantum simulation and sensing. These interrelated ethical, legal, socio-economic, and policy implications form what he calls Quantum-ELSPI, the lens through which he argues quantum should be governed in line with civil liberties, human rights, and the rule of law.

An Atomic Agency for the quantum age

The address built toward an institutional proposal: a globally harmonized "Quantum Acquis Planétaire," a UN Quantum Treaty modeled on the 2024 UN AI Resolution and the 1968 Nuclear Non-Proliferation Treaty, and an "Atomic Agency for Quantum/AI" inspired by the IAEA's safeguards model, complemented by CERN-style international resource pooling. The keynote is distinct from Kop's role as a speaker for the International Year of Quantum Science and Technology 2025: that recognition concerns the year's designation, whereas this address sets out the specific governance architecture he believes the quantum age now requires. His central claim is that the architecture must be designed today—before second-generation, agentic quantum and AI systems outpace the law—and that it should be standards-first, rights-respecting, and global by construction, so that quantum technology serves a collective future of widespread, equitably distributed prosperity.

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