CCO aggregates scoring functions into a calibrated penalty using conformal decision theory to enforce target violation rates for AI oversight on benchmarks like modified SWE-bench and MACHIAVELLI.
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Calibrating Conservatism for Scalable Oversight
CCO aggregates scoring functions into a calibrated penalty using conformal decision theory to enforce target violation rates for AI oversight on benchmarks like modified SWE-bench and MACHIAVELLI.