While quantum technologies move out of laboratory research toward deployment, there are many examples of how post-quantum cryptography (PQC) migration and quantum networking can be considered ‘near-term’ governance stress tests. While this is happening, artificial intelligence is being increasingly applied in the design, calibration, and control of quantum devices and networks, which creates ‘quantum agent systems’ where agentic decision components interact with quantum computing, communication, and sensing capabilities. These two trajectories intensify ethical and societal concerns such as privacy and surveillance, cryptographic disruption, compound opacity and explainability limitations, bias and unequal benefit distribution, and dual-use and geopolitical escalation risks. This chapter brings together the provided quantum governance, quantum ethics, societal research, legal and AI governance literature to translate principles into practice. This chapter contributes (i) a governance target definition of quantum agent systems; (ii) a critical comparison of national, international, and organizational governance instruments; and (iii) a structured ESG assurance framework that links risks to stakeholders, governance mechanisms, assurance metrics, and expected outcomes. The chapter also identifies methodological limits and evidence gaps and highlights the need for early intervention, capacity-building, and intelligibility to enable inclusive oversight while technologies remain malleable. The contributions of this chapter provide a roadmap for responsible governance of quantum agent systems under uncertainty and contested trade-offs.
While quantum technologies move out of laboratory research toward deployment, there are many examples of how post-quantum cryptography (PQC) migration and quantum networking can be considered ‘near-term’ governance stress tests. While this is happening, artificial intelligence is being increasingly applied in the design, calibration, and control of quantum devices and networks, which creates ‘quantum agent systems’ where agentic decision components interact with quantum computing, communication, and sensing capabilities. These two trajectories intensify ethical and societal concerns such as privacy and surveillance, cryptographic disruption, compound opacity and explainability limitations, bias and unequal benefit distribution, and dual-use and geopolitical escalation risks. This chapter brings together the provided quantum governance, quantum ethics, societal research, legal and AI governance literature to translate principles into practice. This chapter contributes (i) a governance target definition of quantum agent systems; (ii) a critical comparison of national, international, and organizational governance instruments; and (iii) a structured ESG assurance framework that links risks to stakeholders, governance mechanisms, assurance metrics, and expected outcomes. The chapter also identifies methodological limits and evidence gaps and highlights the need for early intervention, capacity-building, and intelligibility to enable inclusive oversight while technologies remain malleable. The contributions of this chapter provide a roadmap for responsible governance of quantum agent systems under uncertainty and contested trade-offs.
Quantum technologies are rapidly emerging as a transformative force with profound implications for critical infrastructures, national security, and global governance. Quantum computing, quantum communications, and quantum sensing promise unprecedented advances in data processing, secure communications, and environmental and infrastructure monitoring. At the same time, their disruptive potential introduces new ethical, security, and geopolitical risks, particularly for systems that underpin modern societies such as energy networks, telecommunications, finance, transportation, and defence infrastructures. This paper examines the governance of quantum technologies for critical infrastructures, moving from ethical impact assessment to the formulation of coherent national strategies. The study argues that the unique characteristics of quantum technologies — including their high degree of complexity, dual-use nature, and capacity to undermine existing cryptographic and security frameworks — require a shift from reactive regulation to anticipatory and responsible governance. Traditional regulatory approaches are insufficient to address the speed, uncertainty, and strategic relevance of quantum innovation. Instead, the paper emphasizes the need to integrate ethical impact assessment, risk analysis, and societal considerations at the earliest stages of research, development, and deployment. Ethical governance is presented not as a constraint on innovation, but as a foundational element for ensuring trust, resilience, and long-term sustainability. The analysis situates quantum governance within a broader geopolitical context, highlighting how major global actors are investing in quantum capabilities as strategic assets. This competition increases the urgency for coordinated governance frameworks that balance technological sovereignty, security, and international cooperation. Particular attention is given to the protection of critical infrastructures and the transition towards quantum-safe systems, especially in the field of cybersecurity and secure communications. Finally, the paper outlines the implications for national and European strategies, stressing the importance of multi-level governance involving governments, international organisations, industry, and research institutions. It concludes that only a holistic approach — combining ethical foresight, anticipatory governance, and strategic planning — can ensure that quantum technologies enhance societal resilience and security rather than exacerbate systemic vulnerabilities. In this sense, quantum governance becomes a central component of future national strategies for critical infrastructure protection and technological leadership.
Quantum computing poses a severe threat to standard digital security protocols, leaving artificial intelligence (AI) data pipelines and decision-support systems highly exposed. As large-scale quantum attacks become computationally feasible, the public-key cryptography currently securing data transmission will likely fail. This vulnerability threatens sectors heavily reliant on AI—including finance, healthcare, and critical infrastructure escalating the probability of data breaches, integrity losses, and compliance failures. To address these interconnected security, governance, and ethical hurdles, this paper introduces the Integrated Quantum-Resilient AI Framework (IQRAI). IQRAI establishes a structured governance model combining proactive quantum risk assessments, post-quantum cryptography (PQC), and continuous security monitoring. A core focus of the framework is balancing cryptographic migration with strict ethical requirements, specifically data privacy, algorithmic transparency, fairness, and auditability. Furthermore, the study reviews ongoing global standardization efforts for PQC transitions to define baseline requirements for sustained system resilience. By comparing existing mitigation models across metrics of operational friction, implementation difficulty, and security yield, the research identifies a critical operational gap. The analysis demonstrates that merely swapping cryptographic algorithms is insufficient for achieving quantum-resilient AI; securing these systems demands a unified approach that links security engineering, ethical oversight, and regulatory adherence. Ultimately, this work delivers a strategic roadmap for organizations to systematically harden their AI ecosystems against quantum threats while maintaining operational trust and legal compliance.
Introduction/Importance of Study: The application of quantum Artificial Intelligence (QAI) that combines artificial intelligence and quantum computing allows simulation, optimization, and decision-making capabilities never seen before, but introduces ethical and governance issues that are beyond conventional software engineering paradigms.Novelty statement: In this paper, we introduce the Responsible Quantum-AI Software Engineering (RQAI-SE) framework, a systematic integration of quantum-specific mechanisms for ethics, accountability, fairness, and transparency into the QAI software lifecycle.The framework comprises five hierarchically structured engineering layers, addresses four categories of quantum-specific ethical risks (algorithmic bias, lack of transparency, access inequality, andregulatory gaps), and explicitly maps its components to nine governance pillars established by the World Economic Forum (WEF) —structural contributions that distinguish RQAI-SE from existing QSE frameworks that treat ethics as secondary or post-development concerns.Material and Method: The study employs a conceptual design methodology grounded in a systematic review of 40 high-quality sources spanning quantum software engineering, AI ethics, and governance (2021–2025). The framework is validated through comparative analysis with existing QSE frameworks Table 1 and criterion-referenced mapping to the WEF nine governance pillars Table 3.Result and Discussion: The suggested RQAI-SE framework shows how quantum-AI systems can be designed to be both computationally efficientand responsible toward societyusing human-understandable quantum design, the ethical development cycle of the process, and governance models that are multidisciplinary. In contrast to the more performance-focused QSE strategies, the RQAI-SE directly deals with quantum-specific ethical risks, including but not limited to opacity, amplifying bias of probabilistic guarantees, and governance loopholes, and allows creating trustworthy, inclusive, and accountable. The model also offers a guided basis to align the emerging QAI technologies to the long-term societal values,as well as facilitating scalable and sustainable quantum software development.Concluding Remarks: RQAI-SE provides an effective and prospective basis of responsible QAI development, under which innovations in quantum intelligence are always within the ethical, social, and governance requirements. The framework identifies five priority areas for future research,including empirical case study validation and international certification standards.
The emergence of cryptographically relevant quantum computing presents a strategic governance challenge for national security because contemporary digital infrastructures depend extensively on public-key cryptographic mechanisms whose long-term security may be threatened by sufficiently capable quantum computers. This research examines post-quantum cryptographic governance as a policy, risk-management, interoperability, and implementation problem rather than solely as a cryptographic algorithm-selection exercise. The study adopts a conceptual research-and-review methodology based exclusively on the supplied literature, using insights from security and privacy, interoperability, digital transformation, standards-based architectures, and emerging technology governance to construct an integrated post-quantum governance framework. Particular attention is given to cryptographic inventory, risk prioritization, migration governance, interoperability, institutional accountability, lifecycle management, and national-security continuity. The analysis indicates that post-quantum readiness requires coordinated governance across technical and organizational layers, with migration decisions guided by asset criticality, data longevity, dependency relationships, and operational constraints. The study further argues that interoperability principles are central to post-quantum migration because cryptographic transitions must coexist with heterogeneous legacy systems and distributed information environments. The proposed framework therefore combines risk assessment, policy development, technical migration, validation, monitoring, and institutional oversight. The research contributes a governance-oriented perspective in which cryptographic agility and standards-based interoperability become strategic national-security capabilities rather than isolated technical controls.
This chapter offers an overview of Quantum Technology Governance : Law & Regulation , highlighting the foundational role of quantum information technology (QIT) and the legal, regulatory, and geopolitical considerations arising from its recent advancements. It maps how quantum computing, communication, and sensing intersect with established legal and governance frameworks across intellectual property, cybersecurity, export controls, and international law. The chapter introduces a progressive analytical structure that begins with QIT’s ontological and governance foundations before turning to domain-specific regulatory considerations and global strategic implications. It synthesizes key themes developed throughout the volume, including adaptive legal interpretation; layered governance mechanisms such as the governance-stack model; mixed intellectual property strategies combining patents, trade secrets, and open innovation; empirical patent trends; EU and US approaches to quantum-enabled cybersecurity risks; the evolution of export control architectures; and the application of effects-based norms in public international law. Across these domains, the chapter identifies a recurring theme of regulatory adaptability. Although QIT introduces non-classical features that stress-test existing legal and policy systems, we argue that many challenges can be met through interpretive flexibility, evidence-based policymaking, and technology governance rather than wholesale doctrinal reform. By integrating legal analysis, empirical insights, and international governance perspectives, the chapter provides policymakers, technologists, scholars, and practitioners with a roadmap for responsible quantum governance as technologies transition from theoretical potential to practical deployment.
Quantum technologies are increasingly moving from specialist laboratories into the strategic agenda of governments, industries, and international organisations. Quantum computing, quantum communication, and quantum sensing are expected to reshape cybersecurity, scientific discovery, industrial productivity, public infrastructure, and national competitiveness. Yet the same technologies also raise complex governance challenges, including cryptographic vulnerability, dual-use risks, technological inequality, workforce shortages, procurement uncertainty, and the concentration of innovation capacity in a small number of advanced economies. This article develops an adaptive public administration framework for responsible quantum technology governance. Using qualitative document-based policy analysis, the study examines international policy documents, responsible innovation literature, quantum technology roadmaps, post-quantum cryptography guidance, and emerging governance principles. The article argues that quantum technologies should not be governed only as technical artefacts or national security assets, but also as public policy objects whose societal consequences require anticipatory, inclusive, and institutionally coordinated governance. The proposed Quantum Public Administration Governance Framework consists of five interrelated dimensions: foresight and anticipatory intelligence, cybersecurity and cryptographic readiness, institutional coordination, responsible innovation and public value, and equity-oriented capacity building. The findings suggest that public administrations need to build quantum literacy, establish cross-sector coordination mechanisms, prepare digital infrastructure for post-quantum risks, support ethical and socially beneficial innovation, and prevent the emergence of a global and domestic quantum divide. The article contributes to public administration scholarship by translating the technical uncertainty of quantum technologies into a governance agenda that is relevant for policy makers, public managers, and emerging economies seeking to participate responsibly in the second quantum revolution.