Murray Shanahan
Imperial College London
Functionalist What matters is the organisation of the processing, not the material
Murray Shanahan is Professor of Cognitive Robotics at Imperial College London, with a career that runs from logicist AI through embodied cognition to the consciousness science now applied to large language models. His book Embodiment and the Inner Life, Cognition and Consciousness in the Space of All Possible Minds (Oxford University Press, 2012) sets out a global-workspace-style architecture for machine minds in which consciousness-relevant processing is a function of organized access among specialized subsystems rather than of any particular substrate.
Shanahan is a co-author of the Butlin and Long indicator-properties report, the site’s nineteen researcher checklist, which assesses AI systems against architectural conditions drawn from scientific theories of consciousness, and he participated in the workshops that shaped it. His more recent work connects the assessment agenda to deployed systems directly, including the DeepMind introspection research he co-authored, which tests whether LLM self-reports track internal states.
The position his work defends is architectural functionalism with discipline. Consciousness talk about machines is premature until the architectures are specified, and the right specification language is the one consciousness science already uses. That stance makes him one of the bridge figures between the theory literature and the systems the site evaluates.
Known for. Global workspace style cognitive architectures, Embodiment and the Inner Life, indicator properties for AI consciousness, LLM world models
Coverage on this site
Related researchers
- Patrick ButlinEleos AI Research. Previously the Global Priorities Institute, OxfordLead author of the indicator properties framework for assessing consciousness in AI systems
- Robert LongEleos AI Research (Executive Director)AI welfare research, the 14 indicator framework for AI consciousness assessment, the Eleos Conference on AI Consciousness and Welfare
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David ChalmersNew York University. Co-director, Center for Mind, Brain and ConsciousnessNaming the hard problem of consciousness, and the philosophical zombie argument
- Karl FristonUniversity College London. Chief Scientist, VERSES AIThe free energy principle and active inference
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Jonathan BirchLondon School of Economics and Political ScienceThe Edge of Sentience, the LSE Criteria, and the run-ahead principle
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Yoshua BengioMila, Université de MontréalThe Consciousness Prior, deep learning foundations, Turing Award, global workspace-inspired representation learning
Murray Shanahan is listed with the other functionalists and computationalists, who hold that what matters is the organisation of the processing, not the material. The theory family behind that position is set out in the index of consciousness theories. Every researcher covered on this site is indexed in the directory of consciousness researchers.