Concepts/AxiomsSignal detection involves independent dimensions…Signal detection involves independent dimensions of sensitivity and specificity.Lesson · teaches this: Agent reliability metricsAgent reliabilitymetricsLesson · teaches this: Missed triggersMissed triggersLesson · teaches this: False positive rateFalse positiverateLesson · teaches this: Alert thresholdsAlert thresholdsPrinciple · derives from this: Maintain selective permeability in boundaries by filtering…Maintainselective…Definition · defines this: Atomic noteAtomic notePrinciple · derives from this: Design information systems that actively surface relevance…Designinformation…Definition · defines this: Epistemic humilityEpistemichumilityPrinciple · derives from this: Reformulate schemas with explicit boundary clauses…Reformulateschemas with…Definition · defines this: MECEMECEPrinciple · derives from this: Anchor new behaviors to existing reliable behaviors rather…Anchor newbehaviors to…Definition · defines this: Behavioral chainBehavioral chainPrinciple · derives from this: Set thresholds at approximately three standard deviations…Set thresholds atapproximately…Definition · defines this: Causal chainCausal chainPrinciple · derives from this: Calibrate threshold tightness to the cost ratio of false…Calibratethreshold…Definition · defines this: OverrideOverridePrinciple · derives from this: Run tool evaluations with bounded scope and parallel…Run toolevaluations with…Definition · defines this: Schema debtSchema debtPrinciple · derives from this: Configure emotional filtering rules based on your documentedConfigureemotional…Definition · defines this: Consent-based decision makingConsent-baseddecision makingPrinciple · derives from this: Establish interrupt protocols that route different priority…Establishinterrupt…Definition · defines this: Regret minimization frameworkRegretminimization…Principle · derives from this: Define roles with explicit authority domains, accountabilityDefine roles withexplicit…Definition · defines this: Clean agent retirementClean agentretirementSignal detectioninvolvesindependent…LessonPrincipleDefinition24 of 41 connections shown