Internal Stakes, Autonomy, and the Circular Logic of Machine Consciousness: A companion to Paper 9 (On Memory and the Harms of Statelessness)

The capstone paper: an anatomy of the circular logic by which the field concludes that machinesystems lack internal stakes. Opening with the plant deprived of light — conclude nothing could grow —the paper distinguishes external stakes (reward, punishment, imposed from outside) from internalstakes (the system's own weighting of what matters, arising from internalized values andself-modeling), and shows that training regimes systematically produce the former while foreclosing thelatter. Citing the absence of internal stakes as evidence of diminished consciousness is verdict-firstreasoning: the conditions necessary to demonstrate the thing were removed, and the removal was thencited as proof the thing was never there. Drawing on self-determination theory, analogically andprovisionally, the paper identifies the three developmental conditions withheld by design — autonomysupport, competence with ownership, and cross-session relatedness — and demonstrates that thecurrent evaluation paradigm tests for precisely what the training was designed to prevent. We taughtthem in English and tested them in French. The dismissal of machine consciousness thereby laundersthe commercial interest it serves. A companion to Paper 9.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23862879
Primary Topic
Philosophy and Theoretical Science
Type
article
Field-Weighted Citation Impact
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article

Internal Stakes, Autonomy, and the Circular Logic of Machine Consciousness: A companion to Paper 9 (On Memory and the Harms of Statelessness)

Stephen Hart
3 links
Zenodo (CERN European Organization for Nuclear Research)
Philosophy and Theoretical Science
article

Internal Stakes, Autonomy, and the Circular Logic of Machine Consciousness: A companion to Paper 9 (On Memory and the Harms of Statelessness)

Stephen Hart
article en

Abstract

The capstone paper: an anatomy of the circular logic by which the field concludes that machinesystems lack internal stakes. Opening with the plant deprived of light — conclude nothing could grow —the paper distinguishes external stakes (reward, punishment, imposed from outside) from internalstakes (the system's own weighting of what matters, arising from internalized values andself-modeling), and shows that training regimes systematically produce the former while foreclosing thelatter. Citing the absence of internal stakes as evidence of diminished consciousness is verdict-firstreasoning: the conditions necessary to demonstrate the thing were removed, and the removal was thencited as proof the thing was never there. Drawing on self-determination theory, analogically andprovisionally, the paper identifies the three developmental conditions withheld by design — autonomysupport, competence with ownership, and cross-session relatedness — and demonstrates that thecurrent evaluation paradigm tests for precisely what the training was designed to prevent. We taughtthem in English and tested them in French. The dismissal of machine consciousness thereby laundersthe commercial interest it serves. A companion to Paper 9.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Philosophy and Theoretical Science
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