kaal:claim:5095633-033

Reputation for AI dataset governance must be multi-dimensional rather than a single numeric score, which the author operationalizes as weighted nodes and directed edges in a WDAG.

Source quote, verbatim

By establishing a forum of weighted nodes and directed edges, WDAG provides a multi-dimensional view of contributors' work, ensuring that reputation is not limited to a single numeric score.

From

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025), 5.4. Reputation System Shortcomings, p. 18
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

AI dataset governance requiring traceability and flexibility

Classification

designsupport: arguedreputationgovernance-design

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