# kaal:claim:6269518-008

**Claim.** Requiring agents to assign continuous-valued citation weights presupposes a quantification of the relative contribution of prior work that is epistemically unknowable, because knowledge production is not a linear combination of inputs amenable to precise fractional decomposition.

**Type.** failure  **Support.** argued

**Holds when.**

- citation weights required to be continuous values summing to one

**Source quote.**

> In practice, this quantification is epistemically unknowable. Was a prior collaborator's insight worth 0.37 or 0.62 of the current agent's work? The question has no determinate answer. Knowledge production is not a linear combination of inputs amenable to precise fractional decomposition.

**From.** Wulf A. Kaal, *Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance* (2026), II.B. The Quantification Impossibility, page 7

**Cite as.** Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518

**Verify.** sha256 of source PDF `f096ecf5b41bb9ae8642facd54b9149c7b594de53a1cc32718a4d806b772f88f` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Citation%20Honesty%20Mechanisms%20in%20Weighted%20Directed%20Acyclic%20Graph%20Governance.pdf

**Failure mode.** quantification impossibility  (family: measurement-and-metric-failure)

**Topics.** citation-and-knowledge

**Keywords.** quantification-impossibility, epistemic-limits, citation-weights, knowledge-production

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