Technical companion details the architecture and evaluation of a novelty indicator in scientific assessment, indicating reproducibility issues.
This technical companion accompanies the Research or Research Institute (RoRI) article "Can AI Tell If Your Research Is Actually New?". It documents the architecture, evaluation methodology, evidence tiers, reproducibility results, limitations, and implementation details of the Darwinian/Disruption Novelty Indicator (DNI), providing the technical detail intentionally omitted from the accompanying article for readability.
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Carlos Arleo (2026) studied this question.
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