From Evolutionary Learning to Emergent Intelligence and Consciousness

A thought experiment and evolutionary pathway showing how evolutionary pressures creating and acting on emergent senses and their entailed interpretive models may evolve a learning organism with initial and increasing intelligence, and how the organism may acquire self-awareness and consciousness. It has been suggested that "consciousness research is ready for its "Einstein moment" (Wiltsche and Archer, 2026). This short paper offers a thought experiment, based on what we know about evolution and neural networks, to explore emergence from the evolutionary learning cycle as a basis for that framework. It considers how rolling evolutionary experimentation and retention of what works constitutes a form of learning embedded in our universe, and how this may give rise to a learning creature: a cycle of sensing, interpreting and acting, updating its internal, initially sensory, model from experience. It follows this developing capacity through the relationships between signals, sensing, qualia, interpretation, and the related emergence of affect and drives, to show how the creature may begin to recognise itself as sensing and acting within its world.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-26
DOI
https://doi.org/10.5281/zenodo.23670878
Primary Topic
Philosophy and Theoretical Science
Type
preprint
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preprint

From Evolutionary Learning to Emergent Intelligence and Consciousness

Barry JAMES
Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Theoretical Science
preprint

From Evolutionary Learning to Emergent Intelligence and Consciousness

Barry JAMES
preprint en

Abstract

A thought experiment and evolutionary pathway showing how evolutionary pressures creating and acting on emergent senses and their entailed interpretive models may evolve a learning organism with initial and increasing intelligence, and how the organism may acquire self-awareness and consciousness. It has been suggested that "consciousness research is ready for its "Einstein moment" (Wiltsche and Archer, 2026). This short paper offers a thought experiment, based on what we know about evolution and neural networks, to explore emergence from the evolutionary learning cycle as a basis for that framework. It considers how rolling evolutionary experimentation and retention of what works constitutes a form of learning embedded in our universe, and how this may give rise to a learning creature: a cycle of sensing, interpreting and acting, updating its internal, initially sensory, model from experience. It follows this developing capacity through the relationships between signals, sensing, qualia, interpretation, and the related emergence of affect and drives, to show how the creature may begin to recognise itself as sensing and acting within its world.

Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Theoretical Science
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