kaal:claim:7598518-021

Claim. The channel the RLRF program claims reputation can resist is the one this study does not open, because its validators are stationary, its stake has no external value, and its weights are fixed before generation 1.

Type. condition · Support. stated

Holds when

• The limit is structural, set by the design, rather than an observed null.
• Goodhart resistance is the property the parent program claims, so this study leaves that claim untested.

Source quote

This is the channel the RLRF program claims reputation can resist. This study does not open it: its validators are stationary, its stake has no external value, and its weights are fixed before generation 1.

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. a8609487cc4cdae060939fc297f864a3ecb70a443c574ef2aa4a4040b85e5745