Skip to content

Megan A. K. Peters

20 papers in the library · 213 citations · publishing 2016-2026

Papers

Sort Most recent Most cited

Reality monitoring decision policies and the slowness of consciousness.

Behavioral and Brain Sciences June 25, 2026 Megan A. K. Peters

Fleming and Michel suggest that conscious vision reflects a reality monitoring (RM) mechanism that evolved to separate planning from perception. Here, I critically examine the RM decision policy implied by the authors - a slow, winner-take-all strategy tagging only one first-order representation as "real." Specifically, I explore how expectations about environmental or reality-tagging stability...

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

How to discover the natural kind of consciousness under population shifts

PsyArXiv April 18, 2026 Megan A. K. Peters preprint

Debates about artificial consciousness are often framed in terms of verdicts: whether a given system is or is not conscious, and which criteria or theories can deliver such judgments. This paper argues that this framing obscures a more fundamental epistemic challenge.Consciousness science has largely been developed within a narrow population – humans – under background assumptions that support...

How brains build higher order representations of uncertainty

Philosophy and the Mind Sciences February 27, 2026 Megan A. K. Peters, Hojjat Azimi Asrari 1 citation

Higher-order representations are neural or computational states that are “about” first-order representations, encoding information not about the external world per se but about the agent’s own representational processes – such as the reliability, source, or structure of a first-order representation. These higher-order representations appear critical to metacognition, learning, and even...

DOI: 10.33735/phimisci.2026.12269 (opens in new tab) Bayesian probability Artificial neural network Noise video Encoding memory +13

When awareness outstrips performance: critical tests of subjective inflation under inattention

bioRxiv January 24, 2026 Karen J. Tian, Brian Maniscalco, Michael L. Epstein et al. preprint

Visual experience can sometimes depart from visual performance, providing a powerful lens into the mechanisms generating conscious perception. In one proposed dissociation—subjective inflation—unattended locations in the periphery appear stronger than attended ones despite equated performance. Subjective inflation has played a central role in motivating theories of consciousness that reject the...

Introspective psychophysics for the study of subjective experience.

Cerebral Cortex January 8, 2025 Megan A. K. Peters 10 citations

Studying subjective experience is hard. We believe that pain is not identical to nociception, nor pleasure a computational reward signal, nor fear the activation of "threat circuitry". Unfortunately, introspective self-reports offer our best bet for accessing subjective experience, but many still believe that introspection is "unreliable" and "unverifiable". But which of introspection's faults...

Aligning consciousness science and U.S. funding agency priorities.

Communications Biology October 13, 2024 Nora A Bradford, Angela Shen, Brian Odegaard et al. 1 citation

We recently completed the Fund Consciousness Science! Project: a workshop and subawards program aimed to align United States federal funding mechanisms and consciousness research. Here we describe the project’s motivation, execution, and outcomes to motivate similar efforts both locally and globally.

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...

Unconscious Perception of Vernier Offsets.

Open Mind 2024 Pietro Amerio, Matthias Michel, Stephan Goerttler et al. 5 citations

The comparison between conscious and unconscious perception is a cornerstone of consciousness science. However, most studies reporting above-chance discrimination of unseen stimuli do not control for criterion biases when assessing awareness. We tested whether observers can discriminate subjectively invisible offsets of Vernier stimuli when visibility is probed using a bias-free task. To reduce...

DOI: 10.1162/opmi_a_00145 (opens in new tab) Full text (opens in new tab) Bias-free task Consciousness Observer model Tachistoscope +1

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

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,...

Communicating and conducting modern consciousness science

July 7, 2023 Megan A. K. Peters 2 citations preprint

In this article, I discuss recent media attention paid to consciousness research through coverage of the “25 years of consciousness” event at the 2023 Association for the Scientific Study of Consciousness annual meeting, including:NatureScienceThe EconomistThe New York TimesScientific AmericanScienceAlertTheDebriefNewScientistNautilusI present critical additional context to these pieces,...

Towards characterizing the canonical computations generating phenomenal experience.

Neuroscience & Biobehavioral Reviews November 1, 2022 Megan A. K. Peters

Science and philosophy have long struggled with how to even begin studying the neural or computational basis of qualitative experience. Here I review psychological, neuroscience, and philosophical literature to reveal how perceptual metacognition possesses five unique properties that provide a powerful opportunity for studying the neural and computational correlates of subjective experience:...

Opportunities and challenges for a maturing science of consciousness

Nature Human Behaviour February 1, 2019 M. Michel, Diane M Beck, Ned Block et al.

Scientific research on consciousness is critical to multiple scientific, clinical, and ethical issues. The growth of the field could also be beneficial to several areas including neurology and mental health research. To achieve this goal, we need to set funding priorities carefully and address problems such as job creation and potential media misrepresentation.

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

On a 'failed' attempt to manipulate visual metacognition with transcranial magnetic stimulation to prefrontal cortex.

Consciousness and Cognition July 2018 Eugene Ruby, Brian Maniscalco, Megan A. K. Peters

Rounis, Maniscalco, Rothwell, Passingham, and Lau (2010) reported that stimulation of prefrontal cortex impairs visual metacognition. Bor, Schwartzman, Barrett, and Seth (2017) attempted to replicate this result, but adopted an experimental design that reduced their chanceof obtaining positive findings. Despite that, their results appeared initially consistent with those of Rounis et al., but...

DOI: 10.1016/j.concog.2018.04.009 (opens in new tab) Full text (opens in new tab) Consciousness Metacognition Prefrontal cortex Transcranial magnetic stimulation +1

Does unconscious perception really exist? Continuing the ASSC20 debate

Neuroscience of Consciousness September 6, 2017 Megan A. K. Peters, Robert W. Kentridge, I. Phillips et al.

In our ASSC20 symposium, “Does unconscious perception really exist?”, the four of us asked some difficult questions about the purported phenomenon of unconscious perception, disagreeing on a number of points. This disagreement reflected the objective of the symposium: not only to come together to discuss a single topic of keen interest to the ASSC community, but to do so in a way that would...

Who’s afraid of response bias?

Neuroscience of Consciousness 2016 Megan A. K. Peters, T. Ro, Hakwan Lau

Response bias (or criterion) contamination is insidious in studies of consciousness: that observers report they do not see a stimulus may not mean they have absolutely no subjective experience; they may be giving such reports in relative terms in the context of other stimuli. Bias-free signal detection theoretic measures provide an excellent method for avoiding response bias confounds, and many...