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cff-version: 1.2.0
message: "If you use Observer Zero, please cite it as below."
title: "Observer Zero: an instrumented artificial world for studying scientific belief revision in autonomous LLM agents"
authors:
- family-names: Lamb
given-names: Nick
affiliation: "PharmaTools.AI"
version: "1.1.0"
date-released: 2026-08-13
license: MIT
doi: 10.5281/zenodo.21872780
repository-code: "https://github.com/nickjlamb/observer-zero"
preferred-citation:
type: article
title: "Observer Zero: Autonomous LLM Scientists Detect Changes to Their World but Fail to Conclude That It Changed"
authors:
- family-names: Lamb
given-names: Nick
year: 2026
doi: 10.5281/zenodo.21872780
notes: "Preprint on Zenodo. This concept DOI always resolves to the current version; version 1 (10.5281/zenodo.21872781) contains a sample-scope error corrected by an erratum in version 2."