Concepts/AxiomsRaw experience, without reflection, does not produce…Raw experience, without reflection, does not produce learning.Lesson · teaches this: Reflection transforms experience into learningReflectiontransforms…Lesson · teaches this: After-action reviews for specific eventsAfter-actionreviews for…Principle · derives from this: Build feedback loops into agent systems through regular…Build feedbackloops into agent…Definition · defines this: Epistemic humilityEpistemichumilityPrinciple · derives from this: Accumulate and threshold anomalies rather than evaluate eachAccumulate andthreshold…Definition · defines this: MECEMECEPrinciple · derives from this: Construct external records of sovereignty failures to enableConstructexternal records…Definition · defines this: Causal chainCausal chainPrinciple · derives from this: Log configuration changes and outcomes to build experiment…Log configurationchanges and…Definition · defines this: OverrideOverridePrinciple · derives from this: Regular comparison of priority rankings, commitment budgets…Regularcomparison of…Definition · defines this: Consent-based decision makingConsent-baseddecision makingPrinciple · derives from this: Separate the evaluative act of determining what belongs…Separate theevaluative act o…Definition · defines this: Regret minimization frameworkRegretminimization…Principle · derives from this: Insert time gaps between creation and editing passes…Insert time gapsbetween creation…Definition · defines this: Clean agent retirementClean agentretirementPrinciple · derives from this: Catalog your actual output history to identify recurring…Catalog youractual output…Definition · defines this: Extinction burstExtinction burstPrinciple · derives from this: Attach brief changelogs to each version documenting what…Attach briefchangelogs to…Definition · defines this: Agent successionAgent successionPrinciple · derives from this: Compare versions of your own outputs over time to identify…Compare versionsof your own…Definition · defines this: AuthorityAuthorityPrinciple · derives from this: Detect constraint shifts by monitoring for local metric…Detect constraintshifts by…Definition · defines this: InfluenceInfluenceRaw experience,withoutreflection, doe…LessonPrincipleDefinition24 of 33 connections shown