Skip to content

Anil K. Seth

University of Sussex, Canadian Institute for Advanced Research

92 papers in the library · 9,171 citations · publishing 1998-2026

Papers

Sort Most recent Most cited

From cacophony to hierarchy: a principled framework for assessing AI consciousness

September 28, 2026 Shamil Chandaria, Arvo Muñoz Morán, Fernando E. Rosas et al.

The question of AI consciousness is one of the most urgent pre-emptive problems in philosophy and computer science, yet progress is hampered by a cacophony of competing theories that often talk past each other. Separating the hard problem from the mapping problem allows the deepest metaphysical disagreements to be set aside: granting that experience supervenes on a system's organisation, the...

Measuring the contents of hallucinations from psychedelics and stroboscopic light: the Six-Dimensional Visual Hallucination Questionnaire

Royal Society Open Science September 2, 2026 Trevor Hewitt, Anil K. Seth, David J. Schwartzman

Abstract: Hallucinations arise from disruptions in neural processes that construct perceptual experience from sensory input. Progress in consciousness science may therefore benefit from methods that precisely characterize their phenomenology. We provide an initial validation of the Six-Dimensional Visual Hallucination Questionnaire (6D-VHQ), a brief instrument designed to quantify visual...

Stroboscopic Light Stimulation in Adults Reporting Depressive Symptoms: Safety, Tolerability, Feasibility, and Active-Comparator Development in a Staged Early-Phase Study

medRxiv Preprint Server June 17, 2026 Danny Nacker, Luise Kalus, Anil K. Seth et al. preprint

Stroboscopic light stimulation (SLS) is a candidate non-pharmacological intervention that induces transient visual and affective experiences, with potential application in depression. Before efficacy testing, clinical development requires safety, tolerability and feasibility data. We report a staged, single-site programme in adults reporting depressive symptoms. Work Package (WP) 1 tested 11...

Integrated information theory: the good, the bad and the misunderstood

arXiv Preprint Archive April 13, 2026 Adam B. Barrett, Borjan Milinkovic, Pedro A. M. Mediano et al. preprint

The integrated information theory of consciousness (IIT) is uniquely ambitious in proposing a mathematical formula, derived from apparently fundamental properties of conscious experience, to describe the quantity and quality of consciousness for any physical system that possesses it. IIT has generated considerable debate, which has engendered some misunderstandings and misrepresentations. Here...

Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology.

Neuroscience of Consciousness April 7, 2026 Romy Beauté, David J. Schwartzman, Guillaume Dumas et al. 3 citations

Abstract: Stroboscopic light stimulation (SLS) on closed eyes typically induces simple visual hallucinations, characterized by vivid, geometric, and colourful patterns. A dataset of 898 sentences, extracted from 407 open subjective reports, was recently compiled as part of the Dreamachine programme (https://dreamachine.world/) (Collective Act, 2022), an immersive multisensory experience that...

On the minimal theory of consciousness implicit in active inference.

Physics of Life Reviews March 1, 2026 Christopher J. Whyte, Andrew W. Corcoran, Jonathan Robinson et al. 5 citations

The multifaceted nature of subjective experience poses a challenge to the study of consciousness. Traditional neuroscientific approaches often concentrate on isolated facets, such as perceptual awareness or the global state of consciousness and construct a theory around the relevant empirical paradigms and findings. Theories of consciousness are, therefore, often difficult to compare; indeed,...

DOI: 10.1016/j.plrev.2025.11.002 (opens in new tab) Full text (opens in new tab) Active inference Computational neuroscience Consciousness

Measuring the Content of Visual Hallucinations Induced by Psychedelics and Stroboscopic Light: The Six-Dimensional Visual Hallucination Questionnaire (6D-VHQ)

PsyArXiv February 27, 2026 Trevor Hewitt, Anil K. Seth, David J. Schwartzman preprint

Hallucinations arise from disruptions in neural processes that construct perceptual experience from sensory input. Progress in consciousness science may therefore benefit from methods that precisely characterise their phenomenology. We introduce and validate the 6-Dimensional Visual Hallucination Questionnaire (6D-VHQ), a brief instrument designed to quantify visual hallucination content across...

A Large-Scale Computer-Vision Mapping of the Geometric Structures of Stroboscopically-Induced Visual Hallucinations

bioRxiv (Cold Spring Harbor Laboratory) February 18, 2026 Ethan Grove, Trevor Hewitt, Anil K. Seth et al. 1 citation preprint

Abstract Visual hallucinations (VHs) occur across psychedelic states and diverse psychiatric and neurological conditions, yet their phenomenology remains difficult to characterise. Empirical research on VHs is hindered by the lack of large-scale phenomenological datasets, which limits both mechanistic accounts and the systematic characterisation of when and how they arise. Stroboscopic light...

DOI: 10.64898/2026.02.18.705710 (opens in new tab) Full text (opens in new tab) Visual hallucination Phenomenology philosophy Pipeline software Visualization +14

The stuff matters: Consciousness, computation, and biology

Behavioral and Brain Sciences 2026 Anil K. Seth

Abstract I was delighted, challenged, and somewhat overwhelmed by the breadth and depth of the commentaries elicited by the target article. I am very grateful to every one of my commentators for offering such thoughtful perspectives. Here, I attempt to isolate some common themes and offer some thoughts in response. One conclusion is immediately evident: it is increasingly urgent to think...

Emergent multiscale organisation of neural dynamics fragments in anaesthesia.

Imaging Neuroscience 2026 Borjan Milinkovic, Anil K. Seth, Lionel Barnett et al.

Conscious experience depends on the coordinated activity of neural processes that span multiple scales: from synapses to whole-brain dynamics. A recently introduced measure, dynamical independence (DI), identifies, characterises, and quantifies these multi-scale relationships using an information-theoretic dimensionality reduction approach. Here, we use DI to examine changes in the emergent...

DOI: 10.1162/imag.a.1364 (opens in new tab) Full text (opens in new tab) EEG Anaesthesia Consciousness Dimensionality reduction +2

A Rosetta Stone hypothesis for neurophenomenology: mathematical predictions from predictive processing.

Neuroscience of Consciousness 2026 Lancelot da Costa, Anil K. Seth, Karl Friston et al.

Consciousness science faces the challenge of bridging first-person experience with third-person empirical measurements. Neurophenomenology aims to build such 'generative passages' connecting the content of experience with behavioural and neuroscientific data. However, the mathematical machinery for such bridges remains underdeveloped. Here we develop a Rosetta Stone hypothesis from predictive...

The role of active inference in conscious awareness

PLoS One December 4, 2025 Jonathan Robinson, Andrew W. Corcoran, Christopher J. Whyte et al. 1 citation

Active inference, a first-principles framework for modelling the behaviour of sentient agents, is beginning to be applied in consciousness research. One hypothesis arising from the framework is that active inference is necessary for changes in conscious content. As one component of an extensive adversarial collaboration among competing theories of consciousness, active inference will be...

DOI: 10.1371/journal.pone.0328836 (opens in new tab) Inference Active vision Consciousness Adversarial system +8

Hemispherotomy leads to persistent sleep-like slow waves in the isolated cortex of awake humans.

PLoS Biology October 1, 2025 Michele Angelo Colombo, Jacopo Favaro, Ezequiel Mikulan et al. 7 citations

Hemispherotomy is a neurosurgical procedure for treating refractory epilepsy, which entails disconnecting a significant portion of the cortex, potentially encompassing an entire hemisphere, from its cortical and subcortical connections. While this intervention prevents the spread of seizures, it raises important questions. Given the complete isolation from sensory-motor pathways, it remains...

Dynamical independence reveals anaesthetic specific fragmentation of emergent structure in neural dynamics

bioRxiv Preprint Server July 16, 2025 Borjan Milinkovic, Anil K. Seth, Lionel Barnett et al. 2 citations preprint

Conscious experience depends on the coordinated activity of neural processes that span multiple scales—from synapses to whole-brain dynamics. A recently introduced measure, dynamical independence, identifies, characterises and quantifies these multi-scale relationships using an information-theoretic dimensionality-reduction approach. Here, we use DI to examine changes in emergent dynamical...

Conscious artificial intelligence and biological naturalism.

Behavioral and Brain Sciences April 21, 2025 Anil K. Seth 1 citation

As artificial intelligence (AI) continues to advance, it is natural to ask whether AI systems can be not only intelligent, but also conscious. I consider why people might think AI could develop consciousness, identifying some biases that lead us astray. I ask what it would take for conscious AI to be a realistic prospect, challenging the assumption that computation provides a sufficient basis...

DOI: 10.1017/s0140525x25000032 (opens in new tab) Full text (opens in new tab) Active inference Artificial intelligence Autopoiesis Biological naturalism +6

Psychedelics Align Brain Activity with Context

bioRxiv (Cold Spring Harbor Laboratory) March 11, 2025 Devon Stoliker, Leonardo Novelli, Moein Khajehnejad et al. 8 citations preprint

Abstract Psychedelics can profoundly alter consciousness by reorganising brain connectivity; however, their effects are contextsensitive. To understand how this reorganisation depends on the context, we collected and comprehensively analysed the largest psychedelic neuroimaging dataset to date. Sixty-two adults were scanned with functional MRI and EEG during rest and naturalistic stimuli...

DOI: 10.1101/2025.03.09.642197 (opens in new tab) Full text (opens in new tab) Psilocybin Consciousness Context archaeology Cognitive psychology +6

Unpacking the complexities of consciousness: Theories and reflections.

Neuroscience & Biobehavioral Reviews March 1, 2025 Liad Mudrik, Melanie Boly, Stanislas Dehaene et al. 68 citations

As the field of consciousness science matures, the research agenda has expanded from an initial focus on the neural correlates of consciousness, to developing and testing theories of consciousness. Several theories have been put forward, each aiming to elucidate the relationship between consciousness and brain function. However, there is an ongoing, intense debate regarding whether these...

DOI: 10.1016/j.neubiorev.2025.106053 (opens in new tab) Full text (opens in new tab) Predictive processing theory Theories of consciousness

Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology

arXiv Preprint Archive February 25, 2025 Romy Beauté, David J. Schwartzman, Guillaume Dumas et al. preprint

Stroboscopic light stimulation (SLS) on closed eyes typically induces simple visual hallucinations (VHs), characterised by vivid, geometric and colourful patterns. A dataset of 862 sentences, extracted from 422 open subjective reports, was recently compiled as part of the Dreamachine programme (Collective Act, 2022), an immersive multisensory experience that combines SLS and spatial sound in a...

Full text (opens in new tab) Consciousness studies Cs.cl Q-bio.nc Visual perception +2

Stroboscopically induced visual hallucinations: historical, phenomenological, and neurobiological perspectives.

Neuroscience of Consciousness 2025 Trevor Hewitt, Ioanna Amaya, Romy Beauté et al.

Exposure to rapid and bright stroboscopic light has long been reported to induce vivid visual hallucinations of colour and geometric formations. This phenomenon was first documented by Purkinje over 200 years ago. Since then, significant progress has been made in understanding the effects of stroboscopic light and the experiences it induces through multiple waves of interest from the...

DOI: 10.1093/nc/niaf020 (opens in new tab) Full text (opens in new tab) Phenomenology Contents of consciousness Hallucinations Perception

A Rosetta Stone Hypothesis for Neurophenomenology: Mathematical Predictions from Predictive Processing

arXiv Preprint Archive September 30, 2024 Lancelot da Costa, Anil K. Seth, Karl Friston et al. preprint

Consciousness science faces the challenge of bridging first-person experience with third-person empirical measurements. Neurophenomenology aims to build such `generative passages' connecting the content of experience with behavioural and neuroscientific data. However, the mathematical machinery for such bridges remains underdeveloped. Here we develop a Rosetta Stone hypothesis from predictive...

Tests for consciousness in humans and beyond.

Trends in Cognitive Sciences March 1, 2024 Tim Bayne, Anil K. Seth, Marcello Massimini et al.

Which systems/organisms are conscious? New tests for consciousness ('C-tests') are urgently needed. There is persisting uncertainty about when consciousness arises in human development, when it is lost due to neurological disorders and brain injury, and how it is distributed in nonhuman species. This need is amplified by recent and rapid developments in artificial intelligence (AI), neural...

Effects of External Stimulation on Psychedelic State Neurodynamics.

ACS Chemical Neuroscience February 7, 2024 Pedro A. M. Mediano, Fernando E. Rosas, Christopher Timmermann et al. 60 citations

Recent findings have shown that psychedelics reliably enhance brain entropy (understood as neural signal diversity), and this effect has been associated with both acute and long-term psychological outcomes, such as personality changes. These findings are particularly intriguing, given that a decrease of brain entropy is a robust indicator of loss of consciousness (e.g., from wakefulness to...

DOI: 10.1021/acschemneuro.3c00289 (opens in new tab) Full text (opens in new tab) Complexity Consciousness Psychedelics Sensory processing +1

Modelling phenomenological differences in aetiologically distinct visual hallucinations using deep neural networks

Frontiers in Human Neuroscience January 3, 2024 Keisuke Suzuki, Anil K. Seth, David J. Schwartzman 20 citations

Visual hallucinations (VHs) are perceptions of objects or events in the absence of the sensory stimulation that would normally support such perceptions. Although all VHs share this core characteristic, there are substantial phenomenological differences between VHs that have different aetiologies, such as those arising from Neurodegenerative conditions, visual loss, or psychedelic compounds....

DOI: 10.3389/fnhum.2023.1159821 (opens in new tab) Phenomenology philosophy Lewy body Cognitive psychology Visual hallucination +5

Hybrid predictive coding: Inferring, fast and slow

PLoS Computational Biology August 2, 2023 Alexander Tscshantz, Beren Millidge, Anil K. Seth et al. 56 citations

Predictive coding is an influential model of cortical neural activity. It proposes that perceptual beliefs are furnished by sequentially minimising "prediction errors"-the differences between predicted and observed data. Implicit in this proposal is the idea that successful perception requires multiple cycles of neural activity. This is at odds with evidence that several aspects of visual...

DOI: 10.1371/journal.pcbi.1011280 (opens in new tab) Artificial intelligence Machine learning Coding social sciences Artificial neural network +4

Consciousness beyond the human case.

Current Biology August 1, 2023 Joseph E LeDoux, Jonathan Birch, Kristin Andrews et al.

There is growing interest in the relationship been AI and consciousness. Joseph LeDoux and Jonathan Birch thought it would be a good moment to put some of the big questions in this area to some leading experts. The challenge of addressing the questions they raised was taken up by Kristin Andrews, Nicky Clayton, Nathaniel Daw, Chris Frith, Hakwan Lau, Megan Peters, Susan Schneider, Anil Seth,...