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Robert Prentner

15 papers in the library · 106 citations · publishing 2017-2026

Papers

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Categorical AI phenomenology: A first-person approach

PsyArXiv April 11, 2026 Robert Prentner preprint

This paper develops a phenomenology-first approach to artificial consciousness by reframing consciousness as the subjective experience enacted through an agent’s interface with the world. We shift the methodological focus to first-person structures, modeled mathematically by categories derived from Q-networks to capture actions and phenomenological invariants. In this framework, Q-networks are...

Quantum Interface Theory: From Conscious Agents to Quantum Dynamics

Journal of Consciousness Studies February 1, 2026 Robert Prentner

The interface theory of perception maintains that sensory systems evolved to present agents with an 'adaptive desktop' rather than a veridical picture of the world. Physical reality is an evolutionary construct. By contrast, consciousness and agency are fundamental, irreducible elements not emergent from physics. Building on this framework, the quantum interface theory (QIT) is introduced....

Artificial Consciousness as Interface Representation

Artificial General Intelligence 2026 Robert Prentner

Whether artificial intelligence (AI) systems can possess consciousness is a contentious question because of the inherent challenges of defining and operationalizing subjective experience. This paper proposes a framework to reframe the question of artificial consciousness into empirically tractable tests. We introduce three evaluative criteria – S (subjective-linguistic), L (latent-emergent),...

Interfacing consciousness.

Frontiers in Psychology 2024 Robert Prentner, Donald D Hoffman 5 citations

The current stage of consciousness science has reached an impasse. We blame the physicalist worldview for this and propose a new perspective to make progress on the problems of consciousness. Our perspective is rooted in the theory of conscious agents. We thereby stress the fundamentality of consciousness outside of spacetime, the importance of agency, and the mathematical character of the...

DOI: 10.3389/fpsyg.2024.1429376 (opens in new tab) Full text (opens in new tab) Ai consciousness Agency Computation Conscious realism +2

Computing the Integrated Information of a Quantum Mechanism.

Entropy (Basel, Switzerland) March 3, 2023 Larissa Albantakis, Robert Prentner, Ian T. Durham

Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a theory of consciousness is compatible with quantum mechanics as a theory of microphysics. Here, we...

DOI: 10.3390/e25030449 (opens in new tab) Full text (opens in new tab) Causal analysis Causation Entanglement structure Multivariate interaction +1

Fusions of Consciousness.

Entropy (Basel, Switzerland) January 9, 2023 Donald D Hoffman, Chetan Prakash, Robert Prentner

What are conscious experiences? Can they combine to form new experiences? What are conscious subjects? Can they combine to form new subjects? Most attempts to answer these questions assume that spacetime, and some of its particles, are fundamental. However, physicists tell us that spacetime cannot be fundamental. Spacetime, they say, is doomed. We heed the physicists, and drop the assumption...

DOI: 10.3390/e25010129 (opens in new tab) Full text (opens in new tab) Markov chains Markov polytopes Amplituhedron Combination problem +8

Measuring the integrated information of a quantum mechanism

arXiv Preprint Archive January 4, 2023 Larissa Albantakis, Robert Prentner, Ian T. Durham preprint

Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a theory of consciousness is compatible with quantum mechanics as a theory of microphysics. Here, we...

Full text (opens in new tab) Quant-ph Q-bio.nc

Applying category theory to the study of consciousness?

December 27, 2022 Robert Prentner preprint

What are the potential uses and misuses of applying category theory to the study of consciousness? We first review a recent proposal from the neurosciences of consciousness to illustrate the general approach using the integrated information theory of consciousness. We then propose possible avenues for further research, importantly also stressing the need to better develop the categorical...

We need to explain subjective experience, but its explanation may not be mechanistic

Neuroscience of Consciousness August 29, 2022 Camilo Miguel Signorelli, Ignacio Cea, Robert Prentner 8 citations

Models of consciousness need to explain both the objective correlates of conscious experience as well as its subjective structure. However, such an explanation would not need to entail a reduction exclusively in terms of physical or neural systems. A model that intends to avoid such reduction is integrated information theory (IIT). In this article, we discuss the explanatory rationale of IIT,...

DOI: 10.1093/nc/niaf034 (opens in new tab) Full text (opens in new tab) Sketch Consciousness Cognitive science Cognitive psychology +2

Explanatory profiles of models of consciousness - towards a systematic classification.

Neuroscience of Consciousness August 27, 2021 Camilo Miguel Signorelli, Joanna Szczotka, Robert Prentner 93 citations

Models of consciousness aim to inspire new experimental protocols and aid interpretation of empirical evidence to reveal the structure of conscious experience. Nevertheless, no current model is univocally accepted on either theoretical or empirical grounds. Moreover, a straightforward comparison is difficult for conceptual reasons. In particular, we argue that different models explicitly or...

Perfectoid Diamonds and n-Awareness. A Meta-Model of Subjective Experience

arXiv Preprint Archive February 12, 2021 Shanna Dobson, Robert Prentner preprint

In this paper, we propose a mathematical model of subjective experience in terms of classes of hierarchical geometries of representations ("n-awareness"). We first outline a general framework by recalling concepts from higher category theory, homotopy theory, and the theory of (infinity, 1)-topoi. We then state three conjectures that enrich this framework. We first propose that the (infinity,...

Fact, Fiction, and Fitness.

Entropy (Basel, Switzerland) April 30, 2020 Chetan Prakash, Chris Fields, Donald D Hoffman et al.

A theory of consciousness, whatever else it may do, must address the structure of experience. Our perceptual experiences are richly structured. Simply seeing a red apple, swaying between green leaves on a stout tree, involves symmetries, geometries, orders, topologies, and algebras of events. Are these structures also present in the world, fully independent of their observation? Perceptual...

DOI: 10.3390/e22050514 (opens in new tab) Full text (opens in new tab) Bayesian decision theory Evolutionary game theory Evolutionary psychology Fitness +3

The Natural Philosophy of Experiencing

Philosophies November 8, 2018 Robert Prentner

A new philosophy of nature is urgently needed. The received ontological view, physicalism, is unable to account for experiential phenomena and in particular for consciousness in all its varieties. We shall outline the concept of experiencing which should figure as a new conceptual primitive in natural philosophy. Experiencing refers to a process which comprises the interaction of an agent with...

DOI: 10.3390/philosophies3040035 (opens in new tab) Full text (opens in new tab) Natural philosophy Subjective experience Process Dual aspects +3

Consciousness: A Molecular Perspective

Philosophies December 6, 2017 Robert Prentner

This perspective examines the role of chemistry and molecular biology for a science of consciousness. Opposed to the consensus view, we argue that the molecular organization of biological systems is key to arrive at a thorough understanding of the dynamics correlated to the phenomenology of consciousness in complex organisms. This is indicated by the fact that the molecular sciences either...

Mathematized Phenomenology and the Science of Consciousness

Robert Prentner preprint

In this contribution, we emphasize the relevance of mathematical approaches to the first-person perspective. We briefly discuss why this is necessary and why mathematics plays a special role when it comes to integrating scientific (empirical) and philosophical (theoretical) projects. We also sketch some potential ways that mathematics could be used in phenomenology, based on a selection of four...