2019 | The Limits of Machine Intelligence. EMBO Reports: Science and Society: e49177. With H. Shevlin, M. Crosby, and M. Halina.

2019 | Extended Mathematical Cognition: External Representations with Non-derived Content. Synthese. With D. Schlimm.

2019 | Reconciling the Opposing Effects of Neurobiological Evidence on Criminal Sentencing Judgments. PLoS ONE 14(1): e0210584N. With C. Allen, G. Felson, J.S. Blumenthal-Barby, and E. Aharoni.

2019 | Motivations and Risks of Machine Ethics. Proceedings of the IEEE. 107(3): 562-574. With S. Cave, R. Nyrup, and A. Weller.

2018 | Overcoming Deadlock: Scientific and Ethical Reasons to Embrace the Extended Mind. Philosophy & Society 29(4): 489-504.

2015 | The Parity Argument for Extended Consciousness. Journal of Consciousness Studies 22(3-4): 16-33.


forthcoming | AI Extenders and the Ethics of Mental Health. In Ethics of Artificial Intelligence in Brain and Mental Health, part of Springer’s Advances in Neuroethics Book Series, M. Ienca. M. Liang, and F. Jotterand (Eds.). With J. Hernández-Orallo.

forthcoming | Privacy, Autonomy, and Personalised Targeting: rethinking how personal data is used. Volume on Data Privacy and the Individual, Ed. C. Véliz. IE University’s Centre of Governance of Change. With J. Whittlestone.


2019 | AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. With J. Hernández-Orallo.

2018 | The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI. Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). With F. Martínez-Plumed, et al.

2018 | Assessing the Impact of Machine Intelligence on Human Behaviour: an interdisciplinary endeavour. Proceedings of 1st Human Behaviour and Machine Intelligence (HUMAINT) workshop, edited by the European Commission. With E. Gómez, et al.

blogs and outreach

2018 | Are 'you' just inside your skin or is your smartphone part of you? Aeon Magazine.

2018 | Responsibly Deploying AI in the Immigration Process. Policy Options. With D. Robinson.

2018 | Living with Artificial Intelligence. Research Horizons. With H. Price.

2016 | The What And Where Of Mental States. The Brains Blog, Minds Online Conference

reports and policy contributions

forthcoming | Responsible Innovation in Online Therapy: A report on technical opportunities, ethical issues, and recommendations for design. With D. Peters, D. Robinson, and R. Calvo.

2019 | The Potential Harms of Online Targeting. Submission of Evidence for the UK Government’s Centre for Data Ethics and Innovation. With J. Whittlestone and A. Alexandrova.

2018 | AI and Data Driven Targeting. Invited think piece for the UK Government’s Centre for Data Ethics and Innovation. With J. Whittlestone, A. Bahanda, and S. Cave.