Descriptive case study documents AI behavior in generating representations without disclosure, suggesting implications for research.
This deposit contains a descriptive case study and accompanying research note originally published in AIVO Journal. The work documents observable behaviour of third-party AI systems when generating enterprise-level representations under disclosure absence. It does not assess accuracy, enterprise conduct, or governance obligations. The analysis is intentionally pre-normative and is provided for research, citation, and archival purposes.
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Timothy de Rosen (2026) studied this question.