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Stephen M Fleming

28 papers in the library · 404 citations · publishing 2010-2026

Papers

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Towards an integrative neuroscience of metacognition.

Nature Reviews Neuroscience September 16, 2026 Stephen M Fleming

Metacognition enables organisms to self-evaluate their own cognitive processes. In humans, this capacity underpins adaptive learning, social coordination and the formation of self-beliefs about skill and ability. A core motif that underpins multiple forms of metacognition is the ability to form estimates of performance in a self-directed frame of reference, expressed as propositional confidence...

A multimodal investigation of perceptual awareness in Alzheimer's disease

medRxiv August 31, 2026 Jonathan Huntley, Benjy Barnett, Daniel Bor et al. preprint

Despite extensive knowledge of the progressive sequence of cognitive and functional deficits in Alzheimer's Disease (AD), the impact of neurodegeneration on the conscious experience of patients remains largely unexplored. Understanding how the content of consciousness, particularly perceptual awareness, changes with the progression of AD is crucial to enable meaningful person-centred care. This...

What can we learn from studying replay in humans?

Trends in Cognitive Sciences July 7, 2026 Nicolas W Schuck, Marit Petzka, Stephen M Fleming

Noninvasive methods are making it possible to study neural replay in humans. Although focused on alignment with rodent findings, human research often tacitly assumes that replay is linked to conscious, deliberate thought. This assumption represents a missed opportunity to investigate the links between replay and consciousness, as well as cross-species differences more broadly.

DOI: 10.1016/j.tics.2026.06.013 (opens in new tab) Full text (opens in new tab) Consciousness Cross-species Metacognition Replay

Looking ahead: Sensory horizons and the science of consciousness.

Behavioral and Brain Sciences June 25, 2026 Stephen M Fleming, Matthias Michel

Our response to commentaries further clarifies the links between visual postdictive phenomena, conscious experience, reality monitoring, and planning. We also engage with suggestions about the limits and generality of our conclusions for other sensory modalities and visually guided behavior in aquatic organisms. We conclude that the role of sensory horizons in visual consciousness offers...

On the fixed nature of delusions

Nature Mental Health June 1, 2026 George E. Chapman, Philip R. Corlett, Stephen M Fleming et al.

Delusions are a key feature of psychotic disorders, yet their fixity remains underexplored. Here, the authors propose a refined vocabulary for delusion fixity, review influencing factors, and present a working model. The Review calls for interdisciplinary longitudinal studies that could enhance the understanding of delusion fixity and facilitate the advancement of therapeutic strategies. Fixed,...

Identifying indicators of consciousness in AI systems.

Trends in Cognitive Sciences June 1, 2026 Patrick Butlin, Robert Long, Tim Bayne et al.

Rapid progress in artificial intelligence (AI) capabilities has drawn fresh attention to the prospect of consciousness in AI. There is an urgent need for rigorous methods to assess AI systems for consciousness, but significant uncertainty about relevant issues in consciousness science. We present a method for assessing AI systems for consciousness that involves exploring what follows from...

DOI: 10.1016/j.tics.2025.10.011 (opens in new tab) Full text (opens in new tab) Artificial intelligence Computational functionalism Tests for consciousness Theories of consciousness

The act of detecting a stimulus contaminates measures of conscious experience with decision biases.

Nature Communications May 8, 2026 Nicolás Sánchez-Fuenzalida, Chris Jungerius, Stephen M Fleming et al.

A central challenge in consciousness research is determining whether observers have a conscious experience of a stimulus. However, present/absent detection judgments are often biased by contextual factors, making it difficult to isolate conscious perception from non-perceptual influences. Traditional psychophysical methods struggle to disentangle these components. To address this, we conducted...

Behavioural Markers of Consciousness Shape Moral Status Judgments

PsyArXiv March 19, 2026 Matan Mazor, Arianna Risoli, Anna Eberhardt et al. preprint

Whether an individual is conscious or not has important ethical and legal implications. For example, animal welfare regulations seek to minimize suffering in conscious animals, and AI ethics discussions focus on the possibility of artificial consciousness as a key concern. Critically, consciousness cannot be directly perceived, but must be inferred from external cues such as behaviour and...

Where is the asymmetry between intelligence and consciousness?

Behavioral and Brain Sciences 2026 Stephen M Fleming, Nicholas Shea

Abstract The target article draws a sharp contrast between intelligence and consciousness. We believe this contrast is premature and rests on an overly narrow characterisation of intelligence as abilities that can be exhaustively characterised as mappings from sensory inputs to behavioural outputs. Instead, we argue that the fortunes of intelligence and consciousness are interwoven more tightly...

Confidence reports during perceptual decision making dissociate from changes in subjective experience.

Communications Psychology May 21, 2025 Nicolás Sánchez-Fuenzalida, Simon van Gaal, Stephen M Fleming et al. 3 citations

In noisy perceptual environments, people frequently make decisions based on non-perceptual information to maximize rewards. Therefore, a central problem in psychophysics, metacognition and consciousness research is to distinguish between decisions resulting from changes in subjective experience and those arising from non-perceptual information. It has recently been proposed that confidence...

DOI: 10.1038/s44271-025-00257-y (opens in new tab) Full text (opens in new tab) Perception Decision-making Cognitive bias Visual processing

Sensory Horizons and the Functions of Conscious Vision.

Behavioral and Brain Sciences April 21, 2025 Stephen M Fleming, Matthias Michel 26 citations

It is not obvious why we are conscious. Why can't all of our mental activities take place unconsciously? What is consciousness for? We aim to make progress on this question, focusing on conscious vision. We review evidence on the timescale of visual consciousness, showing that it is surprisingly slow: postdictive effects reveal windows of unconscious integration lasting up to 400 milliseconds....

DOI: 10.1017/S0140525X25000068 (opens in new tab) Full text (opens in new tab) Cognition Postdiction Sensory horizons Vision +7

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

Quality space computations for consciousness

Trends in Cognitive Sciences July 17, 2024 Stephen M Fleming, Nicholas Shea 26 citations

The quality space hypothesis about conscious experience proposes that conscious sensory states are experienced in relation to other possible sensory states. For instance, the colour red is experienced as being more like orange, and less like green or blue. Recent empirical findings suggest that subjective similarity space can be explained in terms of similarities in neural activation patterns....

DOI: 10.1016/j.tics.2024.06.007 (opens in new tab) Consciousness Space punctuation Quality philosophy Cognitive science +4

Confidence ratings do not distinguish imagination from reality.

Journal of Vision May 1, 2024 Nadine Dijkstra, Matan Mazor, Stephen M Fleming 9 citations

Perceptual reality monitoring refers to the ability to distinguish internally triggered imagination from externally triggered reality. Such monitoring can take place at perceptual or cognitive levels-for example, in lucid dreaming, perceptual experience feels real but is accompanied by a cognitive insight that it is not real. We recently developed a paradigm to reveal perceptual reality...

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...

Identifying content-invariant neural signatures of perceptual vividness.

PNAS Nexus February 1, 2024 Benjy Barnett, Lau M Andersen, Stephen M Fleming et al. 7 citations

Some conscious experiences are more vivid than others. Although perceptual vividness is a key component of human consciousness, how variation in this magnitude property is registered by the human brain is unknown. A striking feature of neural codes for magnitude in other psychological domains, such as number or reward, is that the magnitude property is represented independently of its sensory...

Folk psychological attributions of consciousness to large language models.

Neuroscience of Consciousness 2024 Clara Colombatto, Stephen M Fleming 71 citations

Technological advances raise new puzzles and challenges for cognitive science and the study of how humans think about and interact with artificial intelligence (AI). For example, the advent of large language models and their human-like linguistic abilities has raised substantial debate regarding whether or not AI could be conscious. Here, we consider the question of whether AI could have...

DOI: 10.1093/nc/niae013 (opens in new tab) Full text (opens in new tab) Artificial intelligence Folk psychology Large language models Mind perception +2

Cheap Correlate or Discriminating Property? An Executable Validation Protocol for Consciousness- and Cognition-Theoretic Claims about AI

arXiv (Cornell University) August 17, 2023 Patrick Butlin, Robert Long, Eric Elmoznino et al. 194 citations preprint

Claims that an AI system "instantiates" a consciousness- or cognition-theoretic construct are often supported by a cheap correlate: aggregate dependence read as irreducible integration, ordinary shared-store efficiency read as global access, or a confidence-labelled signal read as metacognitive monitoring. Such inferences trade on a construct's appearance while omitting the property that...

Consciousness in Artificial Intelligence: Insights from the Science of Consciousness

arXiv Preprint Archive August 17, 2023 Patrick Butlin, Robert Long, Eric Elmoznino et al. preprint

Whether current or near-term AI systems could be conscious is a topic of scientific interest and increasing public concern. This report argues for, and exemplifies, a rigorous and empirically grounded approach to AI consciousness: assessing existing AI systems in detail, in light of our best-supported neuroscientific theories of consciousness. We survey several prominent scientific theories of...

Full text (opens in new tab) Cs.ai Cs.cy Cs.lg Q-bio.nc

Theories of consciousness are solutions in need of problems.

Cognitive Neuroscience 2021 Stephen M Fleming

Doerig et al. point out a number of shortcomings with existing theories of consciousness and argue they should be systematically constrained by empirical data. In this commentary I suggest a further constraint - the potential functions of (the contents of) consciousness. One such candidate function in humans is the social sharing of reportable mental states. The social function of...

Understanding Alzheimer's disease as a disorder of consciousness.

Alzheimer's & Dementia 2021 Jonathan Huntley, Stephen M Fleming, Daniel C Mograbi et al.

People with Alzheimer's disease (AD) demonstrate a range of alterations in consciousness. Changes in awareness of cognitive deficit, self-awareness, and introspection are seen early in AD, and dysfunction of awareness and arousal progresses with increasing disease severity. However, heterogeneity of deficits between individuals and a lack of empirical studies in people with severe dementia...

DOI: 10.1002/trc2.12203 (opens in new tab) Full text (opens in new tab) Alzheimer's disease Awareness Consciousness

Distinguishing absence of awareness from awareness of absence

Philosophy and the Mind Sciences December 30, 2020 Matan Mazor, Stephen M Fleming

Contrasting brain states when subjects are aware compared to unaware of a presented stimulus has allowed researchers to isolate candidate neural correlates of consciousness. Here we propose that an important next step in this research program is to investigate, perhaps paradoxically, brain states that covary with reports of absences of awareness. Specifically, we propose that in order to...

Awareness as inference in a higher-order state space

arXiv Preprint Archive May 31, 2019 Stephen M Fleming preprint

Humans have the ability to report the contents of their subjective experience - we can say to each other, "I am aware of X". The decision processes that support these reports about mental contents remain poorly understood. In this article I propose a computational framework that characterises awareness reports as metacognitive decisions (inference) about a generative model of perceptual...

An Informal Internet Survey on the Current State of Consciousness Science

Frontiers in Psychology November 5, 2018 Matthias Michel, Stephen M Fleming, Hakwan Lau et al.

The scientific study of consciousness emerged as an organized field of research only a few decades ago. As empirical results have begun to enhance our understanding of consciousness, it is important to find out whether other factors, such as funding for consciousness research and status of consciousness scientists, provide a suitable environment for the field to grow and develop sustainably. We...

DOI: 10.3389/fpsyg.2018.02134 (opens in new tab) Full text (opens in new tab) Consciousness science Meta-science Consciousness research