kaal:claim:5095633-038

A single reputation score, as used by DcentAI, cannot capture the interdependencies among privacy concerns, domain-specific regulation, and real-time ethical updates that dataset governance requires.

Source quote, verbatim
The current framework may struggle to capture interdependencies between various data facets—such as privacy concerns, domain-specific regulations, and real-time ethical updates—within a single reputation score.
From

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025), 5.4.6. DcentAI, p. 20
https://ssrn.com/abstract=5095633 · source PDF

Cite as

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633

Holds when
Classification

failuresupport: arguedfailure: scalar reputation collapsefamily: measurement-and-metric-failurereputationgovernance-designempirical-evidence

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