# kaal:claim:6192998-004

**Claim.** Because most reputation systems treat each contribution as atomic and independent, they cannot capture the cumulative knowledge graph, and the result is systematic undervaluation of foundational work plus perverse incentives to hoard rather than share insights.

**Type.** mechanism  **Support.** argued

**Holds when.**

- knowledge work where contributions build on one another

**Source quote.**

> Yet most reputation systems treat each contribution as atomic and independent, failing to capture this evolving knowledge graph. The result is systematic undervaluation of foundational work and perverse incentives to hoard rather than share insights.11

**From.** Wulf A. Kaal, *Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution* (2026), I.A. The Challenge of Autonomous Reputation Systems, page 4

**Cite as.** 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.** sha256 of source PDF `b04292561ee041e0c9eaa7eca28a410ed440e76a95743a539361a3f76c97f2b3` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Evolution%20of%20Domain-Specific%20Reputation%20Systems%20From%20Binary%20Validation%20to%20Citation-Weighted%20Knowledge%20Attribution.pdf

**Failure mode.** attribution-failure  (family: reputation-system-gaming)

**Topics.** citation-and-knowledge, risk-and-incentives

**Keywords.** attribution, knowledge-graphs, cumulative-knowledge, incentives, hoarding

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.