Regulatory challenges of robotics: some guidelines for addressing legal and ethical issues
Open accessAbstract
Robots are slowly, but certainly, entering people’s professional and private lives. They require the attention of regulators due to the challenges they present to existing legal frameworks and the new legal and ethical questions they raise. This paper discusses four major regulatory dilemmas in the field of robotics: how to keep up with technological advances; how to strike a balance between stimulating innovation and the protection of fundamental rights and values; whether to affirm prevalent social norms or nudge social norms in a different direction; and, how to balance effectiveness versus legitimacy in techno-regulation. The four dilemmas are each treated in the context of a particular modality of regulation: law, market, social norms, and technology as a regulatory tool; and for each, we focus on particular topics – such as liability, privacy, and autonomy – that often feature as the major issues requiring regulatory attention. The paper then highlights the role and potential of the European framework of rights and values, responsible research and innovation, smart regulation and soft law as means of dealing with the dilemmas.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The US commercial aviation industry was almost erased by the high levels of litigation it attracted.
“such industry”
From In support of “no-fault” civil liability rules for artificial intelligence (2021) · cites this paper as Leenes et al. (2017)
Cites
Still being checked.
Cited by
Sorted by citations
Lu, V., Wirtz, J., Kunz, W., Paluch, S., Gruber, T., Martins, A., & Patterson, P. (2020) · Journal of service theory and practice · doi:10.1108/jstp-04-2019-0088 · Cited by 494 · see citing works
Governance of artificial intelligence
Taeihagh, A. (2021) · Policy and Society · doi:10.1080/14494035.2021.1928377 · Cited by 562 · see citing works
Robotics and automation in the city: a research agenda
Macrorie, R., Marvin, S., & While, A. (2021) · Urban Geography · doi:10.1080/02723638.2019.1698868 · Cited by 177 · see citing works
Leesakul, N., Oostveen, A., Eimontaite, I., Wilson, M. L., & Hyde, R. (2022) · Sustainability · doi:10.3390/su14063311 · Cited by 131 · see citing works
Fosch‐Villaronga, E., & Mahler, T. (2021) · Computer law & security review · doi:10.1016/j.clsr.2021.105528 · Cited by 112 · see citing works
Trust in and Ethical Design of Carebots: The Case for Ethics of Care
Chan, G. K. Y. (2020) · International Journal of Social Robotics · doi:10.1007/s12369-020-00653-w · Cited by 102 · see citing works
A Survey on Blockchain in Robotics: Issues, Opportunities, Challenges and Future Directions
Aditya, U. S. P. S., Singh, R., Singh, P. K., & Kalla, A. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103245 · Cited by 100 · see citing works
Lescrauwaet, L., Wagner, H., Yoon, C., & Shukla, S. (2022) · Law and Economics · doi:10.35335/laweco.v16i3.61 · Cited by 108 · see citing works
Shuaib, A., Arian, H., & Shuaib, A. S. (2020) · International Journal of General Medicine · doi:10.2147/ijgm.s268093 · Cited by 99 · see citing works
The Making of Responsible Innovation and Technology: An Overview and Framework
Li, W., Yiğitcanlar, T., Browne, W. N., & Nili, A. (2023) · Smart Cities · doi:10.3390/smartcities6040093 · Cited by 80 · see citing works
Critical success factors for integrating artificial intelligence and robotics
Mir, U. B., Sharma, S. K., Kar, A. K., & Gupta, M. P. (2020) · Digital Policy Regulation and Governance · doi:10.1108/dprg-03-2020-0032 · Cited by 78 · see citing works
Ensuring safety and efficacy in combination products: regulatory challenges and best practices
Gupta, D. K., Tiwari, A., Yadav, Y., Soni, P., & Joshi, M. (2024) · Frontiers in Medical Technology · doi:10.3389/fmedt.2024.1377443 · Cited by 68 · see citing works
The Role of Humans in Surgery Automation
Fosch‐Villaronga, E., Khanna, P., Drukarch, H., & Custers, B. H. M. (2022) · International Journal of Social Robotics · doi:10.1007/s12369-022-00875-0 · Cited by 74 · see citing works
Chitikena, H., Sanfilippo, F., & Ma, S. (2023) · Applied Sciences · doi:10.3390/app13031800 · Cited by 65 · see citing works
Botha, N. N., Segbedzi, C. E., Dumahasi, V. K., Maneen, S., Kodom, R. V., Tsedze, I. S., Akoto, L. A., Atsu, F. S., Lasim, O. U., & Ansah, E. W. (2024) · Archives of Public Health · doi:10.1186/s13690-024-01414-1 · Cited by 75 · see citing works
From the “rush to ethics” to the “race for governance” in Artificial Intelligence
Koniakou, V. (2022) · Information Systems Frontiers · doi:10.1007/s10796-022-10300-6 · Cited by 69 · see citing works
Fosch-Villaronga, E., van der Hof, S., Lutz, C., & Tamò-Larrieux, A. (2023) · AI & SOCIETY · doi:10.1007/s00146-021-01295-w · Cited by 54 · see citing works
Fosch‐Villaronga, E., & Heldeweg, M. A. (2018) · Computer law & security review · doi:10.1016/j.clsr.2018.09.001 · Cited by 49 · see citing works
Exoskeletons for all: The interplay between exoskeletons, inclusion, gender, and intersectionality
Søraa, R. A., & Fosch‐Villaronga, E. (2020) · Paladyn Journal of Behavioral Robotics · doi:10.1515/pjbr-2020-0036 · Cited by 49 · see citing works
The Force Awakens: Artificial Intelligence for Consumer Law
Lippi, M., Contissa, G., Jabłonowska, A., Lagioia, F., Micklitz, H., Pałka, P., Giovanni Sartor, B., & Torroni, P. (2020) · Journal of Artificial Intelligence Research · doi:10.1613/jair.1.11519 · Cited by 49 · see citing works
Legal liabilities of BCI-users: Responsibility gaps at the intersection of mind and machine?
Bublitz, C., Wolkenstein, A., Jox, R. J., & Friedrich, O. (2018) · International Journal of Law and Psychiatry · doi:10.1016/j.ijlp.2018.10.002 · Cited by 48 · see citing works
“I’ll take care of you,” said the robot
Fosch‐Villaronga, E., & Albó-Canals, J. (2019) · Paladyn Journal of Behavioral Robotics · doi:10.1515/pjbr-2019-0006 · Cited by 45 · see citing works
Endorobots for Colonoscopy: Design Challenges and Available Technologies
Manfredi, L. (2021) · Frontiers in Robotics and AI · doi:10.3389/frobt.2021.705454 · Cited by 42 · see citing works
Law and Artificial Intelligence: Regulating AI and Applying AI in Legal Practice
(2022) · Information Technology and Law Series · doi:10.1007/978-94-6265-523-2 · Cited by 39 · see citing works
Carradore, M. (2021) · International Journal of Social Robotics · doi:10.1007/s12369-021-00831-4 · Cited by 38 · see citing works
Blaurock, M., Čaić, M., Okan, M., & Henkel, A. P. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12808 · Cited by 38 · see citing works
Papadopoulos, I., Wright, S., Koulouglioti, C., Ali, S., Lazzarino, R., García, Á. M., Oter‐Quintana, C., Kouta, C., Rousou, E., Papp, K., et al. (2023) · Japan Journal of Nursing Science · doi:10.1111/jjns.12523 · Cited by 36 · see citing works
Philipsen, S., Stamhuis, E. F., & de Jong, M. (2021) · Regulation & Governance · doi:10.1111/rego.12375 · Cited by 29 · see citing works
Accounting for Diversity in Robot Design, Testbeds, and Safety Standardization
Fosch‐Villaronga, E., & Drukarch, H. (2023) · International Journal of Social Robotics · doi:10.1007/s12369-023-00974-6 · Cited by 29 · see citing works
Responsible innovation in neurotechnology enterprises
Garden, H., Winickoff, D. E., Frahm, N., & Pfotenhauer, S. M. (2019) · OECD science, technology and industry working papers · doi:10.1787/9685e4fd-en · Cited by 30 · see citing works
In support of “no-fault” civil liability rules for artificial intelligence
Marchisio, E. (2021) · SN Social Sciences · doi:10.1007/s43545-020-00043-z · Cited by 25 · see citing works
Robotics Applications in the Hospital Domain: A Literature Review
Cruz, E. M. G. N. V., Oliveira, S. M., & Correia, A. M. C. (2024) · Applied System Innovation · doi:10.3390/asi7060125 · Cited by 25 · see citing works
Privacy-centered design for social robots
Heuer, T., Schiering, I., & Gerndt, R. (2019) · Interaction Studies Social Behaviour and Communication in Biological and Artificial Systems · doi:10.1075/is.18063.heu · Cited by 25 · see citing works
Ethical Considerations and Data Privacy in Artificial Intelligence
Shukla, R. P., & Taneja, S. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-2440-0.ch005 · Cited by 27 · see citing works
Trustworthy Artificial Intelligence in Education: Pitfalls and PathwaysPreprint
Smuha, N. A. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3742421 · Cited by 25 · see citing works
The intersection of mechatronics and precision engineering: Synergies and future directions
Adeleke, A. K., Olu-lawal, K. A., Montero, D. J. P., Olajiga, O. K., & Ani, E. C. (2024) · International Journal of Science and Research Archive · doi:10.30574/ijsra.2024.11.1.0337 · Cited by 23 · see citing works
Analysis of Interlaboratory Safety Related Tests in Power and Force Limited Collaborative Robots
Scibilia, A., Valori, M., Pedrocchi, N., Fassi, I., Herbster, S., Behrens, R., Saenz, J., Magisson, A., Bidard, C., Kühnrich, M., et al. (2021) · IEEE Access · doi:10.1109/access.2021.3085109 · Cited by 23 · see citing works
Addressing Bias in Machine Learning Algorithms: Promoting Fairness and Ethical Design
Dhabliya, D., Dari, S. S., Dhablia, A., Akhila, N., Kachhoria, R., & Khetani, V. (2024) · E3S Web of Conferences · doi:10.1051/e3sconf/202449102040 · Cited by 23 · see citing works
Reins, L., & Wijns, J. (2024) · European Journal of Risk Regulation · doi:10.1017/err.2024.29 · Cited by 20 · see citing works
Eskens, S. (2020) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24354 · Cited by 20 · see citing works
Ahmed, H., & La, H. M. (2020) · International Journal of Social Robotics · doi:10.1007/s12369-020-00636-x · Cited by 19 · see citing works
Roboethics principles and policies in Europe and North America
Langman, S., Capicotto, N., Maddahi, Y., & Zareinia, K. (2021) · SN Applied Sciences · doi:10.1007/s42452-021-04853-5 · Cited by 19 · see citing works
Hemmet, A. (2023) · American Journal of Smart Technology and Solutions · doi:10.54536/ajsts.v2i2.2239 · Cited by 19 · see citing works
Başer, M. Y., Büyükbeşe, T., & Durmaz, Y. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2254617 · Cited by 18 · see citing works
Enhancing Privacy in Robotics via Judicious Sensor Selection
Eick, S. G., & Antón, A. I. (2020) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra40945.2020.9196983 · Cited by 18 · see citing works
Regulating Smart Robots and Artificial Intelligence in the European Union
Nobile, C. G. (2022) · Journal of Digital Technologies and Law · doi:10.21202/jdtl.2023.2 · Cited by 18 · see citing works
Social and Ethical Aspects of Automation
Kent, M. D., & Kopáček, P. (2020) · Lecture notes in mechanical engineering · doi:10.1007/978-3-030-62784-3_30 · Cited by 17 · see citing works
Conversational User Interfaces in Smart Homecare Interactions: A Conversation Analytic Case Study
Albert, S., Hamann, M., & Stokoe, E. (2023) · International Conference on Conversational User Interfaces · doi:10.1145/3571884.3597140 · Cited by 18 · see citing works
Fairness and Bias in Robot Learning
Londoño, L., Hurtado, J. V., Hertz, N., Kellmeyer, P., Vöeneky, S., & Valada, A. (2024) · Proceedings of the IEEE · doi:10.1109/jproc.2024.3403898 · Cited by 31 · see citing works
Ludvigsen, K. R., & Nagaraja, S. (2022) · Computer law & security review · doi:10.1016/j.clsr.2022.105656 · Cited by 16 · see citing works
Kim, D., Lee, C.-H., Park, S., & Lim, S. (2022) · Journal of Marine Science and Engineering · doi:10.3390/jmse10040498 · Cited by 15 · see citing works
Pepito, J. A., Vasquez, B. A., & Locsin, R. C. (2019) · Health · doi:10.4236/health.2019.117075 · Cited by 14 · see citing works
Exploring the dimensions of responsible research systems and cultures: a scoping review
Field, S. M., Thompson, J., de Rijcke, S., Penders, B., & Munafo, M. R. (2024) · Royal Society Open Science · doi:10.1098/rsos.230624 · Cited by 15 · see citing works
Botha, N. N., Ansah, E. W., Segbedzi, C. E., Dumahasi, V. K., Maneen, S., Kodom, R. V., Tsedze, I. S., Akoto, L. A., & Atsu, F. S. (2024) · BMC Digital Health · doi:10.1186/s44247-024-00091-y · Cited by 17 · see citing works
Current Regulatory Issues in the Usage of Autonomous Surface Vehicles
Ferreira, F., Alves, J., Leporati, C., Bertolini, A., & Bargelli, E. (2018) · MTS/IEEE OCEANS Conference (OCEANS) · doi:10.1109/oceanskobe.2018.8558875 · Cited by 14 · see citing works
Self-citationRegulating New Technologies in Times of Change
Leenes, R. (2019) · Regulating New Technologies in Uncertain Times · doi:10.1007/978-94-6265-279-8_1 · Cited by 10 · see citing works
Self-citationCollaborative Robotics Research: Subiko Project
Tokody, D., Ady, L., Hudasi, L. F., Varga, P. J., & Hell, P. M. (2020) · Procedia Manufacturing · doi:10.1016/j.promfg.2020.03.068 · Cited by 14 · see citing works
An iterative regulatory process for robot governance
Drukarch, H., Calleja, C., & Fosch‐Villaronga, E. (2023) · Data & Policy · doi:10.1017/dap.2023.3 · Cited by 13 · see citing works
Ethico-Legal Issues With Humanoid Caring Robots and Older Adults in Japan
Yasuhara, Y., Tanioka, R., Tanioka, T., Ito, H., & Tsujigami, Y. (2019) · International Journal for Human Caring · doi:10.20467/1091-5710.23.2.141 · Cited by 13 · see citing works
Ruggiu, D. (2019) · NanoEthics · doi:10.1007/s11569-019-00337-4 · Cited by 13 · see citing works
Cooperative multi-agent reinforcement learning for robotic systems: A review
Low, D., & Zhou, Y. (2025) · Multiagent and Grid Systems · doi:10.1177/15741702251370050 · Cited by 12 · see citing works
A Brief Review of Robotics Technologies to Support Social Interventions for Older Users
Conti, D., Nuovo, S. D., & Nuovo, A. G. D. (2020) · Smart innovation, systems and technologies · doi:10.1007/978-981-15-5784-2_18 · Cited by 11 · see citing works
Hoppe, J. A., Tuisku, O., Johansson‐Pajala, R., Pekkarinen, S., Hennala, L., Gustafsson, C., Melkas, H., & Thommes, K. (2022) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2022.100258 · Cited by 13 · see citing works
A State-of-the-Art Review and Framework for Human-Centric Automation in Industry 5.0
Yaqot, M., Menezes, B. C., Mohammed, A., & Moloney, K. (2024) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-65894-5_27 · Cited by 11 · see citing works
Autonomous vehicles: a review of the ethical, social and economic implications of the AI revolution
Banerjee, S. (2020) · International Journal of Intelligent Unmanned Systems · doi:10.1108/ijius-07-2020-0027 · Cited by 11 · see citing works
CHALLENGES FOR LEGAL EDUCATION IN THE ERA OF I.R.4.0
Azmi, I. M. A. G. (2020) · UUM Journal of Legal Studies · doi:10.32890/uumjls.11.2.2020.7731 · Cited by 11 · see citing works
Conca, S. D. (2022) · Information technology and law series/Information technology & law series · doi:10.1007/978-94-6265-523-2_13 · Cited by 11 · see citing works
Harnessing robot experimentation to optimize the regulatory framing of emerging robot technologies
Calleja, C., Drukarch, H., & Fosch‐Villaronga, E. (2022) · Data & Policy · doi:10.1017/dap.2022.12 · Cited by 11 · see citing works
REVIEW OF INNOVATIVE APPROACHES TO MENTAL HEALTH TELETHERAPY: ACCESS AND EFFECTIVENESS
Odugbose, T., Adegoke, B. O., & Adeyemi, C. (2024) · International Medical Science Research Journal · doi:10.51594/imsrj.v4i4.1022 · Cited by 11 · see citing works
The Extension of Legal Personhood in Artificial Intelligence.
Lau, P. L. (2019) · Revista de Bioética y Derecho · doi:10.1344/rbd2019.0.27064 · Cited by 11 · see citing works
On Healthcare Robots: Concepts, definitions, and considerations for healthcare robot governancePreprint
Fosch‐Villaronga, E., & Drukarch, H. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2106.03468 · Cited by 18 · see citing works
Olukanni, E. O., Akanmu, A. A., Jebelli, H., Ammar, A., & Okunola, A. (2025) · Construction Robotics · doi:10.1007/s41693-025-00156-y · Cited by 11 · see citing works
Olukanni, E. O., Akanmu, A. A., & Jebelli, H. (2025) · Journal of Computing in Civil Engineering · doi:10.1061/jccee5.cpeng-6674 · Cited by 10 · see citing works
Privacy framework for context-aware robot development
Heuer, T., Schiering, I., & Gerndt, R. (2021) · Paladyn Journal of Behavioral Robotics · doi:10.1515/pjbr-2021-0032 · Cited by 10 · see citing works
Paragi, B., & Altamimi, A. (2022) · Society and Economy · doi:10.1556/204.2021.00027 · Cited by 10 · see citing works
INFLUENCE OF DIAGNOSTICS ON BEARING RELIABILITY ON ROBOTIC SYSTEMS
Desnica, E., Mikić, D., Glavaš, H., & Palinkaš, I. (2022) · Advanced Engineering Letters · doi:10.46793/adeletters.2022.1.2.2 · Cited by 9 · see citing works
Slane, A., & Pedersen, I. (2024) · AI & Society · doi:10.1007/s00146-024-01894-3 · Cited by 10 · see citing works
Frennert, S., Persson, J., & Skavron, S. (2024) · Nordic Conference on Human-Computer Interaction · doi:10.1145/3677045.3685495 · Cited by 10 · see citing works
Structured AI decision-making in disaster management
Dcruz, J. G., Zolotas, A. C., Greenwood, N. R., & Arana‐Catania, M. (2025) · Scientific Reports · doi:10.1038/s41598-025-15317-w · Cited by 13 · see citing works
Ruggiu, D. (2019) · Philosophy of Management · doi:10.1007/s40926-019-00119-8 · Cited by 9 · see citing works
BIBER, S. E., & Capasso, M. (2022) · Information technology and law series/Information technology & law series · doi:10.1007/978-94-6265-523-2_25 · Cited by 9 · see citing works
Fosch‐Villaronga, E., & Heldeweg, M. A. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3194497 · Cited by 9 · see citing works
Bridging HRI Theory and Practice: Design Guidelines for Robot Communication in Dairy Farming
Cila, N., González, I. G., Jacobs, J., & Rozendaal, M. C. (2024) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/3610977.3634991 · Cited by 8 · see citing works
Competencies for Human-Robot Collaboration in the Construction Industry – Academia’s Perspective
Olukanni, E. O., Akanmu, A. A., Jebelli, H., & Terreno, S. (2024) · International Journal of Construction Education and Research · doi:10.1080/15578771.2024.2405618 · Cited by 8 · see citing works
Fosch‐Villaronga, E., Shaffique, M. R., Schwed-Shenker, M., Mut-Piña, A., van der Hof, S., & Custers, B. H. M. (2025) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2025.124202 · Cited by 8 · see citing works
Supporting Preschool Emotional Development with AI-Powered Robot
Berrezueta-Guzmán, J., Dolón-Poza, M., & Wagner, S. (2025) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3713043.3731548 · Cited by 9 · see citing works
Nano bio-robots: a new frontier in targeted therapeutic delivery
Anto, M., Mukherjee, K., & Mukherjee, K. (2025) · Frontiers in Robotics and AI · doi:10.3389/frobt.2025.1639445 · Cited by 8 · see citing works
Criminological classification of robots: risk-based approach
Begishev, I. R. (2021) · Law Enforcement Review · doi:10.52468/2542-1514.2021.5(1).185-201 · Cited by 8 · see citing works
Reproducibility challenges in robotic surgery
Faragasso, A., & Bonsignorio, F. (2023) · Frontiers in Robotics and AI · doi:10.3389/frobt.2023.1127972 · Cited by 8 · see citing works
The Robot and Human Futures: Visualising Autonomy in Law and Science Fiction
Goding, V., & Tranter, K. M. (2023) · Law and Critique · doi:10.1007/s10978-023-09360-7 · Cited by 9 · see citing works
The benefits and challenges of robotics in the mineral raw materials sector - an overview
Lopes, L., Miklovicz, T., Bakker, E., & Milošević, Z. (2018) · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · doi:10.1109/iros.2018.8594218 · Cited by 8 · see citing works
Vers une éthique de la robotique
Boyer, A., & Farzaneh, F. (2019) · Question(s) de management · doi:10.3917/qdm.192.0067 · Cited by 8 · see citing works
Exploring the import of mechatronics engineering in medicine: a review
Martins, O. O., Oosthuizen, C. C., & Desai, D. A. (2025) · Beni-Suef University Journal of Basic and Applied Sciences · doi:10.1186/s43088-025-00618-w · Cited by 7 · see citing works
DIGITAL TECHNOLOGIES: CULTURAL APPROACH
POPKO, L., Кізім, С., MIRONOVA, T., Brovchak, L., & ZHADEIKO, O. (2022) · AD ALTA Journal of Interdisciplinary Research · doi:10.33543/j.120229.189192 · Cited by 7 · see citing works
Shah, S. K., Yuan, J., Wang, W., & Yuan, J. (2024) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2024.3436819 · Cited by 7 · see citing works
What is the ‘personal’ in ‘personal information’?
Søe, S. O., Jørgensen, R. F., & Mai, J. (2021) · Ethics and Information Technology · doi:10.1007/s10676-021-09600-3 · Cited by 9 · see citing works
Ahmad, N. N. N., & Rahman, S. A. H. S. A. (2021) · International Conference on Computer Technology Applications (ICCTA) · doi:10.1145/3477911.3477920 · Cited by 7 · see citing works
The Role of Scout Extracurriculars in Shaping The Character of Social Care
Aqodiah, A., Hasanah, N., & Humaira, H. (2023) · MUDARRISA Jurnal Kajian Pendidikan Islam · doi:10.18326/mudarrisa.v15i2.404 · Cited by 7 · see citing works
Tort Liability and Artificial Intelligence
Bruyne, J. D., & Ooms, W. (2025) · Cambridge University Press eBooks · doi:10.1017/9781009367783.011 · Cited by 6 · see citing works
Olukanni, E. O., Akanmu, A. A., & Jebelli, H. (2025) · Frontiers of Engineering Management · doi:10.1007/s42524-025-4224-x · Cited by 6 · see citing works
- Authors
- Leenes, R., Palmerini, E., Koops, B.-J., Bertolini, A., Salvini, P., & Lucivero, F.
- Affiliations
- Tilburg University (NL)
- Scuola Superiore Sant'Anna (IT)
- King's College London (GB)
- Corresponding author
- Leenes, Ronald
- ORCID
- Venue
- Law, Innovation and Technology
- Publisher
- Informa UK Limited
- Published
- 2017-01-02
- Volume
- 9
- Issue
- 1
- Pages
- 1-44
- ISSN
- 1757-9961 (ISSN-L)
- 1757-997X
- OpenAlex
- W2597726517
- Cited by
- 206
- References
- 0
- Citations by year
- 2026: 14 · 2025: 33 · 2024: 38 · 2023: 22 · 2022: 31 · 2021: 25 · 2020: 18 · 2019: 15 · 2018: 9 · 2017: 1
- FWCI
- 121.33
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Law Innovation and Technology (publishedVersion, cc-by-nc-nd)
- Research portal (Tilburg University) (publishedVersion, other-oa)
- Research Portal (King's College London) (publishedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- SSRN Electronic Journal (submittedVersion)
- CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies) (submittedVersion, other-oa)
- Funders
- European Commission (289092)
- Topics
- Social Sciences › Law › Digitalization, Law, and Regulation
- Social Sciences › Safety Research › Ethics and Social Impacts of AI
- Social Sciences › Political Science and International Relations › Literary and Philosophical Studies
- Keywords
- robotics regulation, legal and ethical issues, technological change, social norms, nudging, liability, privacy, autonomy, responsible research and innovation, smart regulation, soft law
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review