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cs.GT2026
The Endogeneity of Miscalibration: Impossibility and Escape in Scored Reporting
Lauri Lovén, Sasu Tarkoma
An agent's probability report is paid for twice: by a strictly proper scoring rule, and by an approval rule for the decision it triggers. In this classical decision-coupled setting…
cs.GT2026
Honest Reporting in Scored Oversight: True-KL0 Property via the Prekopa Principle
Lauri Lovén
We prove the True-KL property for a parametric family of heterogeneous scoring rules arising in scored elicitation mechanisms (AI oversight, forecasting, expert surveys). An ag…