Elliot Murphy
University of Texas Health Science Center; formerly Boston University
Functionalist What matters is the organisation of the processing, not the material
Elliot Murphy is a researcher affiliated with the University of Texas Health Science Center, formerly at Boston University, whose work connects formal syntax to neuroscience and to the free-energy framework. Across a large body of papers he has argued that syntactic computation has a definable neurobiological implementation, engaging the Merge operation, the neural code that could carry it, and the electrophysiology of language processing.
His active-inference line treats language as a domain where generative models meet social inference, extending Karl Friston’s framework from perception and action to pragmatics. In the October 2026 arXiv preprint “Evidence and Intervention: A Coupled Active-Inference Extension of Rational Speech Act Models” (arXiv:2610.04347, with Yonghyeon Gwon and Chun Kee Chung), dialogue is modeled as coupled inference in which each utterance is both evidence about and an intervention on the interlocutor, with standard Rational Speech Act models recovered as the single-turn restricted limit.
For consciousness science, Murphy’s relevance runs through the functionalist reading of linguistic structure. If recursive mentalizing and communicative intention can be given a formal coupled-inference account, then the functional profile of theory of mind, a standing piece of any consciousness criterion, is something an artificial system can be measured against rather than only asserted to have or lack.
Known for. Neurobiology of syntactic computation, Active Inference treatments of language, coupled RSA models of dialogue
Coverage on this site
- Gwon and Murphy Couple Active Inference with Rational Speech Acts to Model Communicative Agency October 2026
Related researchers
- Yonghyeon GwonIndependent researcher, SeoulCoupled active-inference extension of Rational Speech Act models of dialogue
- Hedayat AbedijooACE Conscious Studio / IndependentACE.await (2026), the ACE decision framework (Agency, Connection, Exchange)
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Blaise Agüera y ArcasGoogle VP and Fellow, CTO of Technology & SocietyComputational functionalism, active inference, on-device neural computing, What Is Intelligence? (2025), and Who Are We Now? (2023)
- Igor AleksanderImperial College LondonAxiomatic Consciousness Theory, neural state machines, The World in My Mind, pioneering neural network engineering
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Joscha BachCalifornia Institute for Machine ConsciousnessThe machine consciousness hypothesis, cyber animism, and MicroPsi
- Talis BachmannUniversity of TartuAttention-awareness theory, the preactivation hypothesis for conscious perception, masking and the microgenesis of awareness, perception without awareness
Elliot Murphy 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.