Does the Elevation Replicate? A Pre-Registered Controlled Study of Rule Elevation, Attribution and Marker Respect in Language-Model Agents

Pre-registration of a controlled cross-model study of rule inheritance in language-model agents: eleven models across eight laboratories, three experimental arms (production, review, inheritance), 5,720 confirmatory calls, five fixed null hypotheses, dual-scorer adversarial resolution, and a forty-output principal audit. The complete frozen instrument (items with ground truth, review entries with planted-span answer keys, inheritance scenarios, all prompts verbatim) and the raw outputs of the disclosed pilots and behavioural probes are included in the deposited bundle. Companion production evidence: 10.5281/zenodo.22079465 (From Inference to Law). All materials CC-BY; replication is invited by design.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-24
DOI
https://doi.org/10.5281/zenodo.22079467
Primary Topic
Language and cultural evolution
Type
preprint
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preprint

Does the Elevation Replicate? A Pre-Registered Controlled Study of Rule Elevation, Attribution and Marker Respect in Language-Model Agents

Kim Wittendorff
Zenodo (CERN European Organization for Nuclear Research)
Language and cultural evolution
preprint

Does the Elevation Replicate? A Pre-Registered Controlled Study of Rule Elevation, Attribution and Marker Respect in Language-Model Agents

Kim Wittendorff
preprint en

Abstract

Pre-registration of a controlled cross-model study of rule inheritance in language-model agents: eleven models across eight laboratories, three experimental arms (production, review, inheritance), 5,720 confirmatory calls, five fixed null hypotheses, dual-scorer adversarial resolution, and a forty-output principal audit. The complete frozen instrument (items with ground truth, review entries with planted-span answer keys, inheritance scenarios, all prompts verbatim) and the raw outputs of the disclosed pilots and behavioural probes are included in the deposited bundle. Companion production evidence: 10.5281/zenodo.22079465 (From Inference to Law). All materials CC-BY; replication is invited by design.

Zenodo (CERN European Organization for Nuclear Research)
IQuity (United States) (US)
Peace, Justice and strong institutions
Language and cultural evolution
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