Simona Ginsburg

Simona Ginsburg is a neurobiologist and evolutionary theorist at The Open University of Israel, and with Eva Jablonka she built the framework that turned the origins-of-consciousness question from a search for a moment into a search for a capacity. Their Unlimited Associative Learning (UAL) marker holds that an organism able to form compound, supramodal representations and to learn new patterns from learned patterns in open-ended combination is minimally conscious by hypothesis. The 2010 paper with Jablonka placed that transition in the Cambrian explosion, and the 2016 paper with Zohar Bronfman defined minimal consciousness precisely, work examined on this site in the UAL analysis.

The framework’s methodological contribution is as important as its historical one. Because UAL is defined functionally, it generates predictions, which phyla qualify, which do not, and what evidence would move an organism across the threshold. The 2020 primer with Jonathan Birch states those predictions explicitly, and the 2025 Philosophical Transactions paper extends the account to consciousness as a new category of selection. Ginsburg and Jablonka’s 2019 MIT Press book, The Evolution of the Sensitive Soul, remains the full statement of the theory.

For the site’s subject matter, Ginsburg’s framework is the origins-side argument for functionalism. The marker does not care what a system is made of, only what it can do, which makes UAL one of the few consciousness criteria in the literature with a straightforward, if unoperationalized, extension to artificial systems.

Known for. Unlimited Associative Learning, minimal consciousness marker, The Evolution of the Sensitive Soul, associative learning and the Cambrian explosion

Coverage on this site

• Ginsburg and Jablonka's Unlimited Associative Learning Marks the Origin of Consciousness September 2026

Related researchers

• EJ Eva JablonkaTel Aviv UniversityUnlimited Associative Learning as a marker for the origin of consciousness, The Evolution of the Sensitive Soul, evolution of meaning and epigenetic inheritance Biological naturalist1 article
• Jonathan BirchLondon School of Economics and Political ScienceThe Edge of Sentience, the LSE Criteria, and the run-ahead principle AI welfare13 articles
• FB František BaluškaUniversity of BonnCellular consciousness, subcellular nanobrains, plant neurobiology, sentient cells as units of physiology Biological naturalist1 article
• TB Tristan A. BekinschteinDepartment of Psychology / Consciousness and Cognition Lab, University of CambridgeClinical biomarkers of consciousness, local-global auditory paradigm, transitions from wakefulness to sedation, neural dynamics of awareness Biological naturalist1 article
• TB Tomas Berjaga-BuisanComputational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, BarcelonaNon-equilibrium thermodynamics of whole-brain models, fluctuation-dissipation theorem violations as a non-invasive consciousness marker Biological naturalist1 article
• DB Douglas BlackistonAllen Discovery Center at Tufts UniversityMemory stability during brain remodeling, xenobot platform design, amphibian memory transplantation work Biological naturalist1 article

Simona Ginsburg is listed with the other biological naturalists, who hold that consciousness requires living metabolic hardware. The theory family behind that position is set out in the index of consciousness theories. Every researcher covered on this site is indexed in the directory of consciousness researchers.