Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Reality Audit Integration Documentation: Stage 1

Authors: Brown, Mya;

Reality Audit Integration Documentation: Stage 1

Abstract

This document records the design, implementation, validation, and planned continuation of the Reality Audit project inside the Commons Sentience Sandbox repository. The purpose of the project is to convert a general “simulation-audit” concept into a concrete experimental framework that can (1) run controlled audit experiments in a simplified sandbox and (2) instrument the original sandbox to observe hidden-state divergence, measurement dependence, bandwidth constraints, controller/environment confounds, and structural anisotropy proxies. The work proceeded in stages. First, a standalone reality_audit framework was specified and scaffolded to support repeatable experiments using configuration-driven runs, modular world modes, controller benchmarking, metrics, logging, and automated tests. Second, the initial implementation was critically reviewed, revealing several scientific and architectural issues: the new package was not integrated with the original sandbox; preferred-frame experiments used inconsistent coordinate references; observer-effect experiments were not actually exercising unobserved execution paths; and some world modes were placeholders rather than robust physical models. Third, a validation-and-repair phase corrected several of these defects, strengthened the test suite, and produced an integration plan. Finally, GitHub Copilot reported completion of Option B integration: a read-only probe attached to the original sandbox’s turn loop, plus room-distance encoding, per-turn logging, summary metrics, a CLI flag, and test coverage. This document consolidates the project rationale, implementation record, all reported results to date, identified limitations, and the next phase of work. The aim is to provide a durable technical record suitable for Zenodo deposition and structured scientific feedback from collaborators. Zenodo supports GitHub/software archiving workflows, including repository linking, software description files such as CITATION.cff, and DOI reservation prior to publication.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average