A 'good' regulator may provide a world model for intelligent systems.

Alicea B, Hough M, Nelson A, Parent J

DOI: 10.1098/rsta.2025.0007
Published: 2026 May 14
Container: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1098/rsta.2025.0007,
  title = {A 'good' regulator may provide a world model for intelligent systems.},
  author = {Alicea B and Hough M and Nelson A and Parent J},
  year = {2026},
  journal = {Philosophical transactions. Series A, Mathematical, physical, and engineering sciences},
  doi = {10.1098/rsta.2025.0007},
  url = {https://doi.org/10.1098/rsta.2025.0007}
}

RIS

TY  - JOUR
TI  - A 'good' regulator may provide a world model for intelligent systems.
AU  - Alicea B
AU  - Hough M
AU  - Nelson A
AU  - Parent J
PY  - 2026
JO  - Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
DO  - 10.1098/rsta.2025.0007
UR  - https://doi.org/10.1098/rsta.2025.0007
ER  -

APA

B, A., M, H., A, N., & J, P. (2026). A 'good' regulator may provide a world model for intelligent systems.. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences. https://doi.org/10.1098/rsta.2025.0007

Source records

pubmed · retrieved 2026-09-25T04:46:38.003Z