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 "name": "Scholarly Growth Reputation Authority Risk Qualification",
 "text": "Manzoor, Chen, Lee, and Smith provide empirical reason to qualify the design guarantee. In a seven-year panel of more than one million online debates, they isolate a causal reputation effect after controlling for unstructured argument text: reputation increased persuasion beyond the validity, strength, and presentation of the arguments, and ten additional reputation points raised persuasion probability by 31% over the platform average. They characterize reputation as a low-effort heuristic proxy for argument quality and warn that visible participant characteristics can distort consensus toward reputed participants. This supports making reasons inspectable, but shows that reason visibility alone does not prevent standing from functioning as authority; an implementation must also constrain, segregate, or counteract reputation cues during merits evaluation. The evidence is from human online debate, not Kaal's agent validation pools, so it identifies a concrete failure mode rather than validating the proposed architecture.",
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  "The study tests visible platform reputation points, not Kaal's multi-source, non-transferable REP or bounded visibility controls.",
  "It shows that reputation can act as a persuasive heuristic despite exposed argument text; it does not test whether Kaal's proposed interface successfully prevents that effect.",
  "The relationship therefore qualifies the design claim by identifying an empirically demonstrated failure mode and an implementation burden, rather than validating the architecture."
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  "url": "https://doi.org/10.1287/mnsc.2023.4762"
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