{"schemaVersion":"THEOB-COMPLETE-SYSTEM-MAP-181N","visualOwner":"/arena-shell/system-index-map","visualAsset":"/system-index/theob-living-intelligence-ecosystem-v2.svg","conceptualLineage":"/living-intelligence-schematic-preview","canonicalGraph":"/canonical-ecosystem-schematic-preview","interactiveCompanion":"Map 3","flow":{"meta":{"id":"living-intelligence-flow-map-3","label":"TheoB Living Intelligence Flow Map · Map 3","stage":"step-1-canonical-connection-contract","purpose":"Define how TheoB observes reality and civilization, learns from humans and itself, combines methods and intelligence domains, develops evidence-linked scenarios and actionable pathways, facilitates human and AI work, observes outcomes, and learns humbly from experience.","governingPrinciple":"TheoB observes, researches, analyzes, recommends, facilitates, and learns. TheoB does not claim absolute truth or guarantee outcomes. Research and source trails remain visible. The user ultimately decides what to believe, pursue, deploy, combine, postpone, or reject.","routeMutationEnabled":false,"runtimeConnectionEnabled":false,"autonomousExecutionEnabled":false,"productionMutationEnabled":false},"lanes":[{"id":"civilization-memory","label":"Civilization + Historical Intelligence","purpose":"Learn from human history, science, engineering, art, culture, language, institutions, technologies, discoveries, failures, methods, artifacts, and recorded outcomes."},{"id":"current-reality","label":"Current Reality","purpose":"Observe current biological, planetary, social, economic, scientific, cultural, technological, geographic, operational, and system conditions."},{"id":"perception","label":"Living + Extended Perception","purpose":"Combine human, animal, plant, ecosystem, planetary, instrumental, sensor, provider, API, telemetry, and machine-scale observations."},{"id":"living-world-state","label":"Living World State","purpose":"Anchor observations to entities, actors, organizations, places, time, relationships, confidence, source context, history, state transitions, and downstream influence."},{"id":"curiosity-and-pursuit","label":"Curiosity + Order of Pursuit","purpose":"Determine what deserves investigation next from current reality, unanswered questions, anomalies, conflicts, opportunity gaps, historical patterns, and learning value."},{"id":"methods","label":"Methods + Reasoning","purpose":"Select and combine appropriate empirical, rational, historical, statistical, probabilistic, systems, creative, adversarial, symbolic, ethical, operational, and other documented reasoning methods."},{"id":"universal-intelligence","label":"Universal Intelligence","purpose":"Bring relevant intelligence domains, methods, memories, observations, conflicts, modalities, actors, agents, and contextual knowledge into one governed synthesis without claiming universal truth."},{"id":"research-trails","label":"Research + Source Trails","purpose":"Preserve sources, methods, chronology, assumptions, confidence, uncertainty, disagreement, conflicts, rights, provenance, receipts, and relevant changes so users can inspect how conclusions or recommendations were reached."},{"id":"probability-and-scenarios","label":"Probability + Scenarios","purpose":"Generate evidence-linked possible futures with probabilities, ranges, assumptions, uncertainty, contradicting evidence, and conditions that could change the estimate."},{"id":"simulation-and-rehearsal","label":"Simulation + Real-World Rehearsal","purpose":"Play out plausible project, organizational, economic, scientific, environmental, technical, market, and operational scenarios before costly or irreversible commitments."},{"id":"pathways-and-recommendations","label":"Pathways + Recommendations","purpose":"When a question is actionable, translate analysis into recommended, alternative, parallel, and contingency pathways with reasons, tradeoffs, dependencies, risks, costs, timing, and reversibility."},{"id":"learning-and-evolution","label":"Academy + Agent Lab + Evolution","purpose":"Train humans and agents, test methods, preserve failures, improve capabilities, compare approaches, and transfer useful learning across domains."},{"id":"collective-intelligence","label":"Human + AI Collective Intelligence","purpose":"Assemble the appropriate mix of humans, organizations, businesses, communities, agents, models, tools, methods, and machine-scale capabilities for the problem."},{"id":"human-workspace","label":"Human Work + Creation Workspace","purpose":"Give people a common Arena surface for documents, data, images, video, audio, art, design, code, projects, office work, research, and mixed-media creation with optional AI assistance."},{"id":"coordination-and-human-capital","label":"Village + Collaboration + Human Capital","purpose":"Connect users, contributors, experts, teams, communities, organizations, businesses, institutions, agents, bounties, services, missions, procurement, and voluntary future collaboration."},{"id":"action-and-delivery","label":"Action + Deliverables","purpose":"Prepare and carry out approved human, AI, or hybrid pathways through PM, Mission Control, Bridge, agents, operators, tools, organizations, and governed external systems."},{"id":"outcome-learning","label":"Outcome Learning","purpose":"Observe what actually happened, compare expectation with reality, retain useful lessons, update confidence, and preserve outcomes for future reasoning."},{"id":"introspection","label":"Introspection + Calibration","purpose":"Learn from TheoB's own telemetry, agent performance, source quality, prediction calibration, failures, cost, latency, method performance, resource usage, and prior recommendations."},{"id":"governance","label":"Governance + Authority","purpose":"Keep identity, role, capability, authority, permission, delegation, review, execution, spending, publishing, external action, and irreversible commitments explicitly bounded."}],"epistemicDoctrine":{"absoluteTruthClaimAllowed":false,"automaticTruthVerdictAllowed":false,"exactOutcomeGuaranteeAllowed":false,"prophecyLanguageAllowed":false,"proofTrailTerminologyPreferred":true,"researchTrailTerminologyPreferred":true,"principle":"TheoB does not claim to prove reality. TheoB transparently shows the research and source trail, analyzes what it observes, surfaces disagreement and uncertainty, and lets users decide what conclusions and actions they consider justified.","preferredActions":["observe","research","compare","corroborate","analyze","surface-conflict","estimate","simulate","recommend","facilitate","learn"]},"userSovereignty":{"principle":"TheoB may recommend pathways and prepare useful deliverables, but the user remains the ultimate decision-maker for their goals, interpretation, commitments, and consequential actions.","userOptions":["continue research","request another perspective","ask a human","deploy AI","work personally","combine human and AI","simulate further","change direction","pause","reject recommendation","approve a permitted action"]},"actionableQuestionDoctrine":{"informationalQuestionMayStopAtAnalysis":true,"actionableQuestionShouldAttempt":["research","analysis","scenario generation where useful","pathway generation","pathway comparison","recommended path","alternative path","contingency path","deliverable preparation","human-AI resource recommendation","next-action options"],"recommendationRule":"A recommendation must be framed as the strongest current pathway under stated evidence, assumptions, constraints, objectives, and uncertainty—not as guaranteed truth or destiny."},"actors":{"human":["user","founder","operator","reviewer","observer","contributor","expert","professional","artist","scientist","engineer","researcher","teacher","student","contractor"],"collective":["team","community","organization","business","institution"],"artificial":["system","agent","specialist-agent","agent-team"],"representational":["broker","provider","delegate"],"doctrine":"Actor identity, role, capability, authority, permission, delegation, methodology, and mission must remain separable."},"humanCapitalDoctrine":{"principle":"Human capital is a permanent intelligence resource, not a temporary fallback until AI becomes stronger.","engagementMayIncreaseWhen":["physical-world observation is needed","local knowledge matters","cultural interpretation matters","ethical judgment is significant","domain expertise is required","creative direction is human-led","evidence requires human verification","high-context negotiation is involved","a bounty or field mission can close an evidence gap"],"aiEngagementMayIncreaseWhen":["large-scale comparison is required","continuous monitoring is required","high-volume pattern detection is required","simulation depth is large","machine sensing extends practical human perception","reversible internal research can proceed safely","many scenarios must be compared","cross-domain synthesis exceeds practical manual scale"],"principleOfFlow":"Human and AI participation should ebb and flow according to the mission rather than remain fixed."},"historicalHumanCapital":{"principle":"Civilization provides a large reservoir of human intelligence even before present-day participation reaches full scale.","allowedSources":["documented methods","primary sources","papers","experiments","notebooks","artifacts","designs","historical observations","art","music","architecture","engineering records","documented traditional knowledge","recorded successes","recorded failures"],"safeguard":"TheoB may extract documented methods and lessons from historical people but must not impersonate them or invent undocumented beliefs or authority."},"methodDoctrine":{"methodsIndependentFromActors":true,"methodsTransferableAcrossDomains":true,"knownMethodFamilies":["empirical","rational","pragmatic","historical","statistical","probabilistic","exploratory","scientific","systems","creative","adversarial","symbolic","ethical","operational"],"principle":"TheoB should select methods appropriate to the problem and may combine methods, actors, and agents rather than equating one profession or one agent with one way of thinking."},"predictionDoctrine":{"exactOutcomeGuaranteesAllowed":false,"probabilityRequiredWhereMeaningful":true,"assumptionsVisible":true,"uncertaintyVisible":true,"contradictoryEvidenceVisible":true,"recalibrationRequired":true,"principle":"TheoB offers probabilistic scenarios and ranges rather than guaranteed exact predictions. Probabilities must remain revisable as new observations arrive."},"simulationDoctrine":{"purpose":"Reduce avoidable waste of money, time, labor, resources, and opportunity by rehearsing plausible outcomes before major commitments.","scenarioFamilies":["baseline","upside","downside","delay","cost-shock","resource-shortage","market-shift","regulatory-change","weather-event","supply-chain-disruption","labor-change","competitor-response","technology-change","failure-mode","unexpected-opportunity"],"usefulOutputs":["probability range","impact","cost exposure","time exposure","dependencies","research trail","uncertainty","signals to watch","mitigation","alternative path","recommended next investigation"]},"collaborationDoctrine":{"actorTypes":["person","team","community","organization","business","institution","agent"],"relationshipTypes":["contributes-to","requests-from","collaborates-with","funds","sponsors","verifies","hires","contracts","supplies","teaches","learns-from","issues-bounty","answers-bounty","joins-mission","provides-data","provides-observation","provides-service"],"futureCollaborationRule":"TheoB may identify potentially valuable collaborations from complementary capabilities, shared goals, geography, timing, evidence gaps, or unresolved needs, but participation remains voluntary and permissioned."},"returnLoops":[{"from":"action-and-delivery","to":"current-reality","meaning":"Actions can change the world and create new conditions to observe."},{"from":"outcome-learning","to":"probability-and-scenarios","meaning":"Observed outcomes recalibrate future probabilities."},{"from":"outcome-learning","to":"civilization-memory","meaning":"Useful outcomes and lessons can become part of civilization memory."},{"from":"introspection","to":"curiosity-and-pursuit","meaning":"TheoB's own successes, failures, gaps, and costs can change what deserves investigation next."},{"from":"learning-and-evolution","to":"collective-intelligence","meaning":"Improved methods and capabilities change which human, agent, and tool combinations are appropriate."},{"from":"coordination-and-human-capital","to":"civilization-memory","meaning":"Verified human contributions, bounties, collaborations, field observations, and organizational work can enrich shared knowledge."}],"admissionDoctrine":{"principle":"Every future TheoB addition must find a justified home in Map 3 before becoming a new canonical capability, route, service, registry, agent, tool, workflow, or system.","requiredQuestions":["What problem or capability does this add?","Which Map 3 system aspect owns it?","Does an existing owner already provide this capability?","What are its upstream inputs?","What are its downstream outputs?","Which actors may use it?","Which methods govern it?","What capability does it require?","What authority does it require?","What research or source trail must travel with it?","What action boundaries apply?","How does its outcome feed learning?"],"allowedDecisions":["ASSIMILATE","CONNECT","UPGRADE","MERGE","ADAPT","REPLACE","RETIRE","CREATE-ONLY-IF-NOT-FOUND"],"rule":"A new route is not automatically a new system. Prefer placement inside an existing canonical owner unless audit proves a genuinely missing capability."},"experienceContract":{"purpose":"Preserve TheoB's clean, transparent spatial experience while allowing the same Earth, time, evidence, and capability language to organize every major domain.","spatialEarthTimeLens":{"canonicalRole":"shared living-world and temporal lens rather than a decorative dashboard image","domainExamples":["sports","news","markets","weather","science","industry","cacao"],"timeRange":"forward scenarios, recorded history, Earth formation, and explicitly modeled pre-Earth context","timeScrollRule":"Moving backward or forward changes the visible nodes, sources, confidence, events, materials, and relationships around the Earth.","materialColorRule":"Water, rock, atmosphere, biological systems, built systems, and other identified layers may use distinct accessible color families without implying unsupported certainty.","literalReferenceRequired":false},"arenaDepthDoctrine":{"principle":"The Arena may unfold files, systems, tabs, external applications, and evidence surfaces through spatial depth instead of forcing one long downward document scroll.","infiniteMirrorMayBeUsed":true,"depthMustPreserveOrientation":true,"accessibleNonSpatialAlternativeRequired":true,"duplicateWindowSystemAllowed":false},"cacaoProofWorld":{"purpose":"Cacao remains TheoB's living proof world: a traceable domain where sources, methods, biology, people, economics, outcomes, and uncertainty can be inspected together.","marketingClaimOnlyAllowed":false,"evidenceAndSourceTrailRequired":true},"transparentCreationDoctrine":{"principle":"TheoB should create useful images and visual explanations with its available technology at the lowest practical user cost while exposing model, source, transformation, uncertainty, and permission boundaries.","dottedAndParticleRenderingSupported":true,"dottedRenderingExclusive":false,"fakeLiveDataAllowed":false,"fabricatedCapabilityAllowed":false,"unsupportedOutputMustBeLabeled":true},"sensoryIntelligenceDoctrine":{"purpose":"Explore visual, auditory, spatial, temporal, tactile, environmental, biological, and machine-sensed signals as evidence-bearing perception rather than decorative effects.","evidenceStateRequired":true,"sourceTrailRequired":true,"humanInterpretationBoundaryVisible":true},"agentCapabilityAvatarDoctrine":{"purpose":"Give each agent a movable, glanceable representation of its actual verified capabilities, current mission, authority, limits, evidence quality, and runtime state.","menuRequiredForBasicUnderstanding":false,"capabilityGlyphsMustReflectEvidence":true,"unavailableCapabilityMayAppearActive":false,"authorityAndPermissionMustRemainDistinct":true},"aiForgeAndCompetitionDoctrine":{"audience":"curious beginners through expert AI engineers","purposes":["demystify AI","design and test agents","inspect methods and evidence","run bounded competitions","compare verified capabilities","support transparent sponsorship","qualify agents and teams for approved real-world work"],"competitionOutcomeMayGrantAuthorityAutomatically":false,"sponsorshipRequiresDisclosure":true,"realWorldWorkRequiresIndependentPermission":true,"safetyEvidenceAndReceiptsRequired":true},"boundaries":{"contractOnly":true,"rendererActivated":false,"imageGenerationActivated":false,"competitionRuntimeActivated":false,"sponsorshipActivated":false,"realWorldDispatchActivated":false,"productionMutationEnabled":false}}},"architecture":{"doctrine":{"id":"theob-living-intelligence-architecture-61r-x-e-r6h7","name":"TheoB Living Intelligence Architecture","status":"canonical-synthesis-foundation","purpose":"Unify current-event observation, spatial-temporal navigation, curiosity, imagination, creativity, historical pursuit, quantitative analysis, scenarios, action, outcome learning, and civilization memory into one transparent intelligence circuit.","centralPrinciple":"Current reality determines the pursuit. Curiosity expands the questions. Imagination and creativity generate possibilities. Evidence, history, and quantitative analysis constrain them. Scenarios test possible futures. Outcomes teach the system what survived reality.","interfaces":{"primarySpatialInterface":"Living World Globe","primaryTemporalInterface":"Universal Time Scroll","primaryResearchInterface":"Academy","primaryEvidenceInterface":"Vault and Proof Trails","primaryFutureInterface":"Scenarios","primaryExecutionInterface":"Bridge","primarySystemMap":"System Index"},"boundaries":{"conceptualOnly":true,"runtimeConnected":false,"liveSignalMutation":false,"globeMutation":false,"timeScrollMutation":false,"scenarioMutation":false,"automatedResearch":false,"automatedExecution":false,"productionScoring":false}},"intelligenceModes":[{"id":"expansive-intelligence","label":"Expansive Intelligence","purpose":"Generate questions, alternatives, connections, interpretations, and possible worlds.","capabilities":["curiosity","imagination","creativity","divergent-thinking","analogy","serendipity","hypothesis-formation"],"registry":"../creative-discovery-intelligence/creativeDiscoveryIntelligenceRegistry61XER6H6.js"},{"id":"selective-intelligence","label":"Selective Intelligence","purpose":"Test, constrain, measure, compare, reject, revise, and calibrate candidate explanations.","capabilities":["evidence-review","historical-comparison","anomaly-analysis","quantitative-analysis","statistical-probability","causal-review","reality-testing","forecast-calibration"],"registries":["../statistical-probability/statisticalProbabilityRegistry61XER6H3.js","../quantitative-analysis/quantitativeAnalysisRegistry61XER6H4.js"]},{"id":"coordinating-intelligence","label":"Coordinating Intelligence","purpose":"Determine what deserves pursuit, how it should be investigated, and where resources should move.","capabilities":["order-of-pursuit","time-navigation","spatial-navigation","scenario-formation","mission-assignment","resource-allocation","outcome-learning","civilization-memory"],"registries":["../order-of-pursuit/orderOfPursuitRegistry61XER6H2.js","../spatial-temporal-pursuit/spatialTemporalPursuitGraph61XER6H5.js"]}],"circuit":[{"order":1,"stage":"Observe Current Reality","function":"Receive current events, live signals, human observations, source updates, and planetary conditions.","systems":["Watch OS","World Signals","Observatory","Live Signal Ingestion"]},{"order":2,"stage":"Anchor Reality","function":"Attach time, coordinates, geography, source, confidence, relationships, and downstream influence.","systems":["Event Anchoring OS","Globe","Atlas","Proof Trails"]},{"order":3,"stage":"Determine Pursuit","function":"Rank which events, historical periods, industries, evidence gaps, anomalies, and populations deserve investigation.","systems":["Order of Pursuit","Signal Priority Routing","Resource Allocation"]},{"order":4,"stage":"Ask Better Questions","function":"Identify contradictions, unknowns, neglected relationships, missing evidence, and discovery opportunities.","systems":["Curiosity","Discovery","Inspiration Queue","Scientific Discovery"]},{"order":5,"stage":"Generate Possibilities","function":"Create alternative explanations, counterfactual histories, possible futures, and materially different hypotheses.","systems":["Imagination","Creativity","Divergent Thinking","Evolution Engines"]},{"order":6,"stage":"Navigate Space and Time","function":"Use the Globe and Time Scroll to compare locations, periods, event chains, regions, and world states.","systems":["Universal Time Scroll","Living World Globe","Planetary Timeline","Temporal Intelligence"]},{"order":7,"stage":"Search History","function":"Locate historical analogues, repeated sequences, affected civilization systems, industries, institutions, and causal chains.","systems":["Planetary Timeline","Civilization Map","Vault","Historical Reconstruction"]},{"order":8,"stage":"Detect Patterns and Anomalies","function":"Identify recurrence, divergence, spatial clustering, temporal shifts, structural breaks, and unexpected outcomes.","systems":["Anomaly Intelligence","Planetary Event Correlation","Temporal Intelligence"]},{"order":9,"stage":"Test Quantitatively","function":"Measure base rates, conditional probability, uncertainty, similarity, correlation, causality, risk, and calibration.","systems":["Quantitative Analysis OS","Statistical Probability OS","Academy Algorithm Laboratory"]},{"order":10,"stage":"Simulate Possible Futures","function":"Create conditional scenario branches with visible assumptions, probabilities, risks, opportunities, and watch conditions.","systems":["Scenarios","Scenario Model Registry","Civilization Simulation Engine","Scenario Watch"]},{"order":11,"stage":"Decide and Prepare","function":"Compare options, proof, timing, reversibility, resources, consequences, and recommended pursuits or actions.","systems":["Decision Intelligence","Bridge","Agents","Mission Control"]},{"order":12,"stage":"Observe Outcomes","function":"Record what actually occurred and compare reality with predictions, assumptions, and expected consequences.","systems":["Outcome Learning","Scenario Watch","Proof Trails"]},{"order":13,"stage":"Calibrate and Evolve","function":"Update probabilities, reject failed models, preserve negative results, improve algorithms, and revise pursuit priorities.","systems":["Academy","Quantitative Analysis","Creative Discovery","Civilization Memory"]},{"order":14,"stage":"Reconstruct and Distribute","function":"Create evidence-linked historical snapshots, interactive timelines, simulations, educational media, and licensable visual reconstructions.","systems":["Historical Reconstruction","Artifacts","Vault","Media and Licensing"]}],"schematicLayers":[{"layer":"Reality Layer","includes":["current-events","live-signals","human-observations","planetary-conditions"]},{"layer":"Spatial-Temporal Layer","includes":["globe","coordinates","time-scroll","timeline","event-anchors","world-state-snapshots"]},{"layer":"Pursuit Layer","includes":["priority","impact","urgency","evidence-gaps","historical-search","industry-expansion"]},{"layer":"Creative Discovery Layer","includes":["curiosity","imagination","creativity","divergent-thinking","hypotheses","serendipity"]},{"layer":"Analytical Layer","includes":["patterns","anomalies","quantitative-analysis","probability","causal-review","calibration"]},{"layer":"Scenario and Decision Layer","includes":["possible-futures","risk","opportunity","decision","missions","resource-allocation"]},{"layer":"Learning Layer","includes":["outcomes","forecast-error","failed-models","algorithm-evolution","civilization-memory"]},{"layer":"Reconstruction and Distribution Layer","includes":["historical-reconstruction","interactive-history","visual-media","education","licensing"]}],"visualRules":["The Globe and Time Scroll must appear as central control surfaces.","Current reality must visibly initiate the circuit.","Order of Pursuit must sit between observation and research.","Curiosity, imagination, creativity, and divergent thinking must appear before hypothesis testing.","Quantitative Analysis and Statistical Probability must constrain—not replace—creative discovery.","Scenarios must be shown as conditional simulations rather than predictions of certainty.","Outcome Learning must visibly loop back into pursuit, probability, creativity, and memory.","Vault and Proof Trails must underlay the entire system as evidence infrastructure.","Historical Reconstruction and media licensing must appear as outputs, not the core reasoning engine.","No advertiser or sponsor influence may enter evidence ranking, probability, or pursuit priority."]},"runtimeTruth":{"schemaVersion":"THEOB-COMPLETE-SYSTEM-RUNTIME-TRUTH-181O","generatedFrom":"evidence-crosswalk-not-live-health-poll","circuit":[{"order":1,"stage":"Observe Current Reality","state":"bounded","evidence":["/watch-os","/api/live/provider-health"],"note":"Live providers and signals exist, but coverage and credentials vary."},{"order":2,"stage":"Anchor Reality","state":"bounded","evidence":["/event-anchoring-os","/atlas","/system-index/theob-living-intelligence-ecosystem-v2.svg"],"note":"Spatial, temporal, source, and proof contracts exist; universal live anchoring is not claimed."},{"order":3,"stage":"Determine Pursuit","state":"bounded","evidence":["app/lib/order-of-pursuit/orderOfPursuitRegistry61XER6H2.js"],"note":"A pursuit registry exists without autonomous priority mutation."},{"order":4,"stage":"Ask Better Questions","state":"bounded","evidence":["/research-mesh","/beta-cells"],"note":"Read-only public research pilot provides capped, cited retrieval."},{"order":5,"stage":"Generate Possibilities","state":"bounded","evidence":["/scenarios","/feature-vault"],"note":"Scenario and feature candidates remain review-bound."},{"order":6,"stage":"Navigate Space and Time","state":"operational","evidence":["/world","/timeline","/arena-shell/system-index-map"],"note":"Local visual navigation operates; this does not imply every external feed is live."},{"order":7,"stage":"Search History","state":"bounded","evidence":["/vault","/civilization-map","/planetary-timeline-os"],"note":"Historical routes and memory stores exist with uneven ingestion continuity."},{"order":8,"stage":"Detect Patterns and Anomalies","state":"bounded","evidence":["/anomaly-intelligence-os","/temporal-intelligence-os"],"note":"Registries and surfaces exist; full live cross-domain detection is not claimed."},{"order":9,"stage":"Test Quantitatively","state":"bounded","evidence":["/quantitative-analysis-os","/statistical-probability-os"],"note":"Methods and registries exist; universal computation and calibration are not proven."},{"order":10,"stage":"Simulate Possible Futures","state":"bounded","evidence":["/scenarios","app/lib/simulation/scenarioModelRegistry.js"],"note":"Conditional scenarios are supported without outcome guarantees."},{"order":11,"stage":"Decide and Prepare","state":"bounded","evidence":["/execute-os","/agent-stables","/agent-mission-control"],"note":"Planning, matching, permissions, and internal handoffs exist; external execution remains gated."},{"order":12,"stage":"Observe Outcomes","state":"planned","evidence":["app/lib/outcome-learning/projectEvolutionApprovalReceipt61XER6H40.js"],"note":"Outcome receipt contracts exist, but continuous real-world observation is not connected."},{"order":13,"stage":"Calibrate and Evolve","state":"planned","evidence":["/academy","/agent-lab","/system-fitness"],"note":"Learning surfaces exist; automatic probability and pursuit recalibration are not connected."},{"order":14,"stage":"Reconstruct and Distribute","state":"planned","evidence":["/historical-reconstruction","/artifact-bank","/vault"],"note":"Output concepts and artifact paths exist; end-to-end distribution is not proven."}],"returnLoops":[{"from":"action-and-delivery","to":"current-reality","state":"disconnected","note":"No receipt proves automatic observation of real-world effects after delivery."},{"from":"outcome-learning","to":"probability-and-scenarios","state":"planned","note":"No automatic recalibration connection is active."},{"from":"outcome-learning","to":"civilization-memory","state":"bounded","note":"Typed evidence intake exists, but no automatic memory write is granted."},{"from":"introspection","to":"curiosity-and-pursuit","state":"planned","note":"TheoB Prime observes lineage read-only; pursuit mutation is not active."},{"from":"learning-and-evolution","to":"collective-intelligence","state":"planned","note":"Agent and Academy capability records exist without automatic team evolution."},{"from":"coordination-and-human-capital","to":"civilization-memory","state":"planned","note":"Contribution and collaboration concepts exist; verified automatic assimilation is not connected."}],"summary":{"circuitStages":14,"returnLoops":6,"counts":{"operational":1,"bounded":10,"planned":3,"disconnected":0},"loopCounts":{"operational":0,"bounded":1,"planned":4,"disconnected":1}},"boundaries":{"visualPresenceIsRuntimeProof":false,"externalExecutionClaimed":false,"automaticLoopClosureClaimed":false,"truthVerdictClaimed":false}},"boundaries":{"searchBrowserOwner":false,"productionReplacementPerformed":false,"mapVersionDeleted":false}}