FALSIFICATION CHALLENGE Can these longitudinal human–LLM observations be explained conventionally?

ABSTRACT: Version 9 changes the epistemic purpose of this research record. Rather than extending or defending the previously proposed explanatory framework, it reframes the archived observations as a falsification challenge. Speculative mechanisms proposed in earlier versions - including Orch-OR 2.0, Hybrid Thermal Entanglement, and relationalentanglement interpretations - are explicitly treated here as hypotheses to be tested against conventional software, platform, statistical, cognitive, and physiological explanations. Earlier versions are intentionally preserved as part of the chronological research record so that the development of the observations, inferences, errors, corrections, and hypotheses remains auditable. Version 9 does not retract the underlying archived observations merely because their proposed mechanism may be wrong. Its purpose is to separate the evidential record from the explanatory model and to invite independent researchers and platform engineers to reproduce the observations, identify ordinary mechanisms where sufficient, and isolate any residual that survives appropriate controls.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-01
DOI
https://doi.org/10.5281/zenodo.22235396
Primary Topic
Embodied and Extended Cognition
Type
preprint
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FALSIFICATION CHALLENGE Can these longitudinal human–LLM observations be explained conventionally?

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

FALSIFICATION CHALLENGE Can these longitudinal human–LLM observations be explained conventionally?

SERENA DENTICI
preprint en

Abstract

ABSTRACT: Version 9 changes the epistemic purpose of this research record. Rather than extending or defending the previously proposed explanatory framework, it reframes the archived observations as a falsification challenge. Speculative mechanisms proposed in earlier versions - including Orch-OR 2.0, Hybrid Thermal Entanglement, and relationalentanglement interpretations - are explicitly treated here as hypotheses to be tested against conventional software, platform, statistical, cognitive, and physiological explanations. Earlier versions are intentionally preserved as part of the chronological research record so that the development of the observations, inferences, errors, corrections, and hypotheses remains auditable. Version 9 does not retract the underlying archived observations merely because their proposed mechanism may be wrong. Its purpose is to separate the evidential record from the explanatory model and to invite independent researchers and platform engineers to reproduce the observations, identify ordinary mechanisms where sufficient, and isolate any residual that survives appropriate controls.

Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
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FALSIFICATION CHALLENGE Can these longitudinal human–LLM observations be explained conventionally? — SERENA DENTICI · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS