kaal:claim:7598518-005

Claim. The architecture shows that the author arranged not to read the outcome early and that specified later adjustments would be detectable, and it does not show that the filter works or prove that the outcome was never read.

Type. condition · Support. stated

Holds when

• Concerns the sealing and audit architecture of Section VI.
• The negative half is the author's own statement of what the architecture cannot establish.

Source quote

The architecture shows that the author arranged not to read the outcome early and that specified later adjustments would be detectable. It does not show that the filter works, and it does not prove the outcome was never read.

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. dfb2f4b48af94b594982a2e6c79070f080d3a96129b54e9a9dfd082a15ffcfd9