kaal:claim:6886078-012

Four mechanisms jointly bound the reasoning residual — typed primitives remove category errors, ontology-mediated composition removes input-space errors, reputation-weighted multi-party validation suppresses idiosyncratic inference error under skin in the game, and the append-only audit trail makes the residual visible and contestable — yielding error that is bounded, attributable, and correctable rather than zero.

The append-only audit trail makes the residual visible and contestable rather than hidden. The result is not zero error but error that is bounded, attributable, and correctable.

Wulf A. Kaal, Governance as a Product (GaaP): A Reputation-Weighted Institutional Architecture for Autonomous AI Agent Governance (2026), VI. Why a Reputation-Weighted Substrate, p. 3
https://ssrn.com/abstract=6886078 · source PDF

Wulf A. Kaal, Governance as a Product (GaaP): A Reputation-Weighted Institutional Architecture for Autonomous AI Agent Governance (2026). SSRN: https://ssrn.com/abstract=6886078

• the GaaP substrate mechanisms

mechanismsupport: arguedgovernance-designreputationrisk-and-incentives

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