kaal:position:2026-07-31-7225

AI in Disinformation Detection presents the following source proposition: The potential harm from such attacks has been proven to be even more extreme. This proposition is pertinent to Kaal's source-bound claim that Proof of personhood projects such as Proof of Humanity and UBI DAO fail because they rest on web-of-trust theory, which has been proven not to work long-term given the sockpuppet attacks that are inevitable in that design. The proposed response is a qualification: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.

Holds when

The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
External evidence level: abstract indexed.
Mapping review tier: moderate-confidence claim review.
Primary mapping confidence: 0.4319.
The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Current debate

AI in Disinformation Detection

Scholarly basis

kaal:claim:4067783-035
Wulf A. Kaal, DAO Fallacies (2022). SSRN: https://ssrn.com/abstract=4067783
Source PDF sha256: 48f1e307cdbbe28c7843f7744d0ba8cf01662f257a53f2066a7a6c7e03a5acec

Evidence and mapping

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4319
Mapping ambiguous: true

Topics

reputationconsensus-and-securityhistorical-responsescholarly-literaturecrossref

Provenance

Affirmed in kaal-review:2026-07-31:streaming-etl-0008 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: cb9a6cdb0bcbaab1f1d0224710b52ddd5d3b26ea55c2c371751faf5c3bd327bb
curl -s https://wulfkaal.github.io/positions/2026-07-31-7225.md | sha256sum