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 "name": "Majority Pressure Suppresses Independent Correction",
 "text": "Majority pressure is an information channel, not a substitute for independent judgment. Wu, Li, and Li begin their controlled LLM debate with independent proposals. They then find that agents facing an incorrect majority are less able to correct the group, particularly when the agents are weaker. This result qualifies Kaal's information-isolating validation claim. It independently supports preserving an initial judgment before a participant sees a running tally or peer argument. It does not test Kaal's staged procedure, reputation-bearing consequences, or cohort-mediated accountability. The correspondence is therefore limited to the cascade mechanism. Independence must be preserved before deliberation can improve collective judgment.",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "Mapping review tier: independent substantive scholarly-growth qualification.",
  "The source evaluates a Knight-Knave-Spy benchmark rather than Kaal's validation substrate.",
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  "The source does not implement reputation-bearing consequences or establish cohort-mediated accountability.",
  "Its debate protocol exposes peer arguments after the initial proposal, so it does not itself test a sealed binding judgment before exposure.",
  "Semantic Scholar returned HTTP 429, while arXiv supplied the complete public manuscript and stable identity record."
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  "name": "Can LLM Agents Really Debate? A Controlled Study of Multi-Agent Debate in Logical Reasoning",
  "url": "https://arxiv.org/abs/2511.07784"
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  "url": "https://wulfkaal.github.io/claims/7261018-025",
  "citation": "Wulf A. Kaal, Empirical Evaluation of the Agentic Reputation Substrate: Deliberation, the Composition of Error, and the Registered Measurement of Agency Costs in a Controlled Multi-Model Cohort (2026). SSRN: https://ssrn.com/abstract=7261018",
  "paper": "Wulf A. Kaal, Empirical Evaluation of the Agentic Reputation Substrate: Deliberation, the Composition of Error, and the Registered Measurement of Agency Costs in a Controlled Multi-Model Cohort",
  "authors": [
   "Wulf A. Kaal"
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  "sourceProposition": "Wu, Li, and Li structure a controlled LLM debate around independently generated initial proposals, then observe that majority pressure suppresses independent correction. This independently supports Kaal's identification of visible peer information as a channel for cascade risk. It does not test Kaal's staged information-isolating procedure, reputation-bearing consequences, or cohort-mediated accountability.",
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    "The source does not implement reputation-bearing consequences or establish cohort-mediated accountability.",
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    "Semantic Scholar returned HTTP 429, while arXiv supplied the complete public manuscript and stable identity record."
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