kaal:claim:7598518-036

Claim. The design binds in one file, frozen by hash only after twenty-two rounds of blind audit by two model engines, and every harness and analysis step refuses to run against a design whose hash differs.

Type. mechanism · Support. stated

Holds when

• Every random draw derives from a named hash template, so no draw depends on anything outside its listed fields.
• The auditing engines are model engines and are not independent peer review.

Source quote

The design binds in one file, frozen by hash only after twenty-two rounds of blind audit by two model engines, the last of which both passed with no findings. Every harness and analysis step refuses to run against a design whose hash differs.

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. db16a91625979b82e98d705b010d56c01e42b196b01ba09a21070aca8b07b2b6