# Validators

`kaal:entity:validators`

**Status.** derived

This node is assembled mechanically from the 4 claims that carry the concept tag `validators`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

4 claims across 1 works, 2026 to 2026.

**2026**

- [6269518-018](https://wulfkaal.github.io/claims/6269518-018) [failure/argued] *(failure mode)* -- Validator-verified citation correction is insufficient as a standalone remedy because validators may identify obviously missing citations or inflated self-citation yet lack the domain-specific knowledge to assess fine-grained attribution weights.
  > A validator may be able to identify obviously missing citations or obviously inflated self-citation, but may lack the domain-specific knowledge to assess fine-grained attribution weights.
  Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518
- [6269518-020](https://wulfkaal.github.io/claims/6269518-020) [mechanism/argued] -- Under a decoupled payment formula in which validators rank quality and citation accuracy as separate dimensions, an agent who produces medium-quality work but cites meticulously can still earn substantial payment through the citation honesty component.
  > Validators rank both quality and citation accuracy as separate dimensions. An agent who produces medium-quality work but cites meticulously can still earn substantial payment through the ηi component.
  Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518
- [6269518-024](https://wulfkaal.github.io/claims/6269518-024) [mechanism/argued] -- Awarding validators a reputation bonus for detecting under-citation that consensus agrees with creates a positive incentive for vigilant citation policing.
  > Validators receive a reputation bonus for detecting under-citation that consensus agrees with, creating a positive incentive for vigilant citation policing.
  Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518
- [6269518-034](https://wulfkaal.github.io/claims/6269518-034) [mechanism/argued] -- The citation honesty equilibrium is robust because it does not require agents to quantify precise citation weights; it requires only that citation patterns be directionally honest, which is what the validator assessment evaluates, thereby addressing the quantification impossibility.
  > It requires only that agents' citation patterns be directionally honest. That is, citation patterns demonstrate that agents do not systematically under-cite contributors whose work they relied upon.
  Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/validators.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.