kaal:claim:7261018-038

Deliberation is therefore a composition intervention, not an intelligence upgrade for the monitor.

Source quote, verbatim

Deliberation is therefore a composition intervention, not an intelligence upgrade for the monitor.

From

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), V.E. The Descriptive Layer and the Composition Reading, p. 32
https://ssrn.com/abstract=7261018 · source PDF

Cite as

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

Holds when

the completed deliberation treatment under the controlled study conditions

Classification

empiricalsupport: arguedai-and-agentsconsensus-and-securityrisk-and-incentives

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Positions extending this scholarly claim

Qualification: Demystifying Multi-Agent Debate: The Role of Confidence and Diversity