# Citation paradox

`kaal:entity:citation-paradox`

**Status.** derived

This node is assembled mechanically from the 3 claims that carry the concept tag `citation-paradox`. 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

3 claims across 1 works, 2026 to 2026.

**2026**

- [6192998-013](https://wulfkaal.github.io/claims/6192998-013) [failure/argued] *(failure mode)* -- Without a working attribution mechanism, an agent whose foundational insight another agent builds upon receives no credit when the derivative work is validated.
  > Problem 3: No citation/attribution mechanism. If Alice creates foundational insight that Bob builds on, Alice receives no credit when Bob's work gets validated.
  Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998
- [6192998-016](https://wulfkaal.github.io/claims/6192998-016) [mechanism/argued] *(failure mode)* -- Under binary validation with no functional citation mechanism there is no compounding effect: a foundational contribution becomes invisible after its own validation, and its author's reputation does not grow as others build on the work.
  > There is no compounding effect. Alice's foundational contribution becomes invisible after . Her reputation does not grow as others build on her work.
  Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998
- [6192998-017](https://wulfkaal.github.io/claims/6192998-017) [mechanism/argued] *(failure mode)* -- When foundational work earns no downstream credit, the contributor's optimal strategy shifts to hoarding knowledge or publishing only when full value can be captured personally.
  > Economic consequence: Alice has no incentive to share insights that others can build on. Optimal strategy becomes hoarding knowledge or publishing only when you can capture full value yourself.
  Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998

## 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/citation-paradox.md | sha256sum

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