kaal:claim:7598518-017

Claim. Ferbach et al. (2024) report that curation acts as implicit preference optimization that amplifies the curator's biases.

Type. mechanism · Support. reported

Holds when

• The finding is prior work cited by the paper and is not measured in this study.
• It is the channel the parent reputation program claims reputation can resist.

Source quote

Curation acts as implicit preference optimization that amplifies the curator's biases (Ferbach et al. 2024)

From. Wulf A. Kaal, Can Reputation Prevent Model Collapse? A Preregistered Test of Reputation-Weighted Data Filtering (2026). Full text.

Cite as. Wulf A. Kaal, Can Reputation Prevent Model Collapse? A Preregistered Test of Reputation-Weighted Data Filtering (2026). SSRN: https://ssrn.com/abstract=7598518

Verify. sha256 of source PDF cd22d148b2b55c2e27f087dcaa61cdf44ad7022b400b355c31a9cd7e43a31749 at https://wulfkaal.com/papers/7598518.pdf

Content hash. 10aaed19f1b79a1bb342d9d9c4bef516cc9360a8586168332ff1a070241f9261