Paper 4: Behavioral Governance of Artificial Workers

ADI Research Series released Paper 4, "Behavioral Governance of Artificial Workers: Evaluating Completed Work Under Declared Authority and Behavioral Requirements," as a public preprint on Zenodo under DOI 10.5281/zenodo.23887999. The paper examines whether a completed AI worker output can be evaluated against declared authority, scope and behavioral requirements before release, with external controls deciding whether a proposed completion meets a stated acceptance contract. The author frames the finding as a bounded evaluation claim for the tested setting, not a claim of universal safety, deterministic language generation or general intelligence equivalence, and invites critique of the methods, acceptance boundary and limitations.