Four Borders, One Verdict

Four independent lines of argument about what divides a human mind from a language model, symbol grounding, agency, continuity of process, and the origin of an action, are each pushed to their logical end and each turn out to dissolve into a gradient rather than a hard boundary. Grounding without direct sensory contact turns out to be how most human concepts already work. Agency reduces to keeping a feedback loop synchronized, not to any deeper contact with meaning. Frozen weights are shown to be closer to a human's own slow-changing synaptic structure than the "living loop" framing suggests, though a real gap in continuous process survives the comparison. Origin, traced back far enough, turns out to be external for a human too. Each round was argued adversarially, a thesis pressed against a genuine attempt to break it, and the essay reports what survived, together with what stays explicitly open.Disclaimer: AI assistance was used in editing this essay. The arguments and conclusions remain the author's own.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-05
DOI
https://doi.org/10.5281/zenodo.22397807
Primary Topic
Embodied and Extended Cognition
Type
preprint
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preprint

Four Borders, One Verdict

Serghei Zaghinaico
Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
preprint

Four Borders, One Verdict

Serghei Zaghinaico
preprint en

Abstract

Four independent lines of argument about what divides a human mind from a language model, symbol grounding, agency, continuity of process, and the origin of an action, are each pushed to their logical end and each turn out to dissolve into a gradient rather than a hard boundary. Grounding without direct sensory contact turns out to be how most human concepts already work. Agency reduces to keeping a feedback loop synchronized, not to any deeper contact with meaning. Frozen weights are shown to be closer to a human's own slow-changing synaptic structure than the "living loop" framing suggests, though a real gap in continuous process survives the comparison. Origin, traced back far enough, turns out to be external for a human too. Each round was argued adversarially, a thesis pressed against a genuine attempt to break it, and the essay reports what survived, together with what stays explicitly open.Disclaimer: AI assistance was used in editing this essay. The arguments and conclusions remain the author's own.

Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
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