kaal:claim:7598518-018

Claim. Qiao et al. (2026) report that verifiers which see only fragmented slices of the reference can accelerate tail loss.

Type. mechanism · Support. reported

Holds when

• The finding is prior work cited by the paper and is not measured in this study.
• The pool under test applies one domain-general validity bit, so this is not the failure mode it is exposed to.

Source quote

verifiers that see only fragmented slices of the reference can accelerate tail loss (Qiao et al. 2026)

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. 436e4317cd7492fe82c77527a7be53d52e4b02495311e9197aa012292d1e0a9f