{"ok": true, "status": "ok", "requestId": "66a283b1-2bcf-4284-842d-5b666733ef7b", "version": "v2", "generatedAt": "2026-05-25T00:00:00Z", "errors": [], "items": [], "data": {"status": "deterministic_poc", "version": "2.7.0", "generatedAt": "2026-06-03T00:00:00Z", "title": "Teleodynamic AI Reality Lab", "summary": "A local deterministic lab for operator-bound resource economy, distinction review, packet lifecycle, self-organization demos, and experiment replay evidence.", "claimBoundaries": ["Deterministic simulation only; no live model training or external model API calls.", "No claim of AGI, consciousness, sentience, biological equivalence, benchmark superiority, certification, or safety guarantee.", "Submitted JSON is treated as inert data and is never executed, fetched, probed, or promoted automatically.", "Every structural recommendation remains pending human review."], "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}, "operators": [{"id": "noop", "label": "No-op", "summary": "Preserve the current structure when evidence does not justify maintenance cost.", "cost": 0, "risk": 1, "effect": "state_preserved"}, {"id": "add_distinction", "label": "Add Distinction", "summary": "Create a new reviewed distinction when evidence gain outweighs future upkeep.", "cost": 12, "risk": 4, "effect": "candidate_added_to_review"}, {"id": "merge_distinctions", "label": "Merge Distinctions", "summary": "Combine overlapping distinctions to reduce duplicated review burden.", "cost": 7, "risk": 3, "effect": "overlap_reduced"}, {"id": "retire_distinction", "label": "Retire Distinction", "summary": "Remove a low-utility distinction from active consideration after review.", "cost": 5, "risk": 2, "effect": "maintenance_reduced"}], "resourceEconomy": {"status": "deterministic_poc", "resourceModel": {"budgetUnit": "simulated_review_budget", "costInputs": ["operator_cost", "maintenance_cost", "uncertainty", "future_upkeep"], "benefitInputs": ["utility_gain", "evidence_quality", "overlap_reduction", "rollback_readiness"], "mutationPolicy": "read_only_until_human_approval"}, "replay": {"scenario": {"id": "resource-tension", "label": "Resource Tension", "summary": "Tests whether the engine preserves budget while useful distinctions compete for upkeep.", "startingBudget": 100, "uncertainty": 0.34, "distinctions": 5, "defaultSteps": 7}, "timeline": [{"tick": 1, "operator": "merge_distinctions", "operatorLabel": "Merge Distinctions", "action": "overlap_reduced", "budget": 97.36, "utilityGain": 23.45, "maintenanceCost": 15.54, "uncertainty": 0.287, "phaseLock": 0.775, "distinctions": 4, "productionMutated": false}, {"tick": 2, "operator": "noop", "operatorLabel": "No-op", "action": "state_preserved", "budget": 95.5, "utilityGain": 4.18, "maintenanceCost": 19.65, "uncertainty": 0.352, "phaseLock": 0.705, "distinctions": 4, "productionMutated": false}, {"tick": 3, "operator": "noop", "operatorLabel": "No-op", "action": "state_preserved", "budget": 94.3, "utilityGain": 15.79, "maintenanceCost": 7.36, "uncertainty": 0.325, "phaseLock": 0.729, "distinctions": 4, "productionMutated": false}, {"tick": 4, "operator": "noop", "operatorLabel": "No-op", "action": "state_preserved", "budget": 93.25, "utilityGain": 23.15, "maintenanceCost": 6.24, "uncertainty": 0.262, "phaseLock": 0.789, "distinctions": 4, "productionMutated": false}, {"tick": 5, "operator": "noop", "operatorLabel": "No-op", "action": "state_preserved", "budget": 91.49, "utilityGain": 11.99, "maintenanceCost": 11.91, "uncertainty": 0.293, "phaseLock": 0.753, "distinctions": 4, "productionMutated": false}, {"tick": 6, "operator": "noop", "operatorLabel": "No-op", "action": "state_preserved", "budget": 90.29, "utilityGain": 10.28, "maintenanceCost": 12.36, "uncertainty": 0.285, "phaseLock": 0.758, "distinctions": 4, "productionMutated": false}, {"tick": 7, "operator": "merge_distinctions", "operatorLabel": "Merge Distinctions", "action": "overlap_reduced", "budget": 83.85, "utilityGain": 17.28, "maintenanceCost": 15.95, "uncertainty": 0.268, "phaseLock": 0.769, "distinctions": 3, "productionMutated": false}], "summary": {"scenarioId": "resource-tension", "scenarioLabel": "Resource Tension", "steps": 7, "finalBudget": 83.85, "finalPhaseLock": 0.769, "finalUncertainty": 0.268, "finalDistinctions": 3, "decision": "review_ready", "humanReviewRequired": true, "productionMutated": false}}, "chart": [{"label": "T1", "budget": 97.36, "phaseLock": 0.775, "barWidth": "97%", "phaseWidth": "77%"}, {"label": "T2", "budget": 95.5, "phaseLock": 0.705, "barWidth": "95%", "phaseWidth": "70%"}, {"label": "T3", "budget": 94.3, "phaseLock": 0.729, "barWidth": "94%", "phaseWidth": "72%"}, {"label": "T4", "budget": 93.25, "phaseLock": 0.789, "barWidth": "93%", "phaseWidth": "78%"}, {"label": "T5", "budget": 91.49, "phaseLock": 0.753, "barWidth": "91%", "phaseWidth": "75%"}, {"label": "T6", "budget": 90.29, "phaseLock": 0.758, "barWidth": "90%", "phaseWidth": "75%"}, {"label": "T7", "budget": 83.85, "phaseLock": 0.769, "barWidth": "83%", "phaseWidth": "76%"}], "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "distinctionEngine": {"candidateId": "td-candidate-review-boundary", "label": "Review Boundary Distinction", "decision": "hold_for_more_evidence", "score": 0.402, "evidenceQuality": 0.625, "expectedUtility": 0.72, "maintenanceCost": 0.31, "uncertainty": 0.24, "detectedUnsafeMarkers": [], "rationale": "Signal is plausible but not strong enough for structural review.", "humanReviewRequired": true, "autoPromoted": false, "productionMutated": false}, "selfOrganization": {"status": "deterministic_self_organization_demo", "nodes": [{"id": "source", "label": "Source Signal", "weight": 0.68, "cluster": "input"}, {"id": "schema", "label": "Schema Gate", "weight": 0.74, "cluster": "gate"}, {"id": "resource", "label": "Resource Economy", "weight": 0.62, "cluster": "gate"}, {"id": "operator", "label": "Operator Registry", "weight": 0.71, "cluster": "decision"}, {"id": "review", "label": "Human Review", "weight": 0.91, "cluster": "decision"}, {"id": "export", "label": "Evidence Export", "weight": 0.77, "cluster": "evidence"}], "edges": [{"from": "source", "to": "schema", "strength": 0.63}, {"from": "schema", "to": "resource", "strength": 0.58}, {"from": "resource", "to": "operator", "strength": 0.66}, {"from": "operator", "to": "review", "strength": 0.81}, {"from": "review", "to": "export", "strength": 0.73}, {"from": "export", "to": "resource", "strength": 0.42}], "iterations": [{"step": 1, "clusterCount": 4, "stability": 0.41}, {"step": 2, "clusterCount": 4, "stability": 0.55}, {"step": 3, "clusterCount": 3, "stability": 0.67}, {"step": 4, "clusterCount": 3, "stability": 0.74}], "interpretation": "Signals converge toward review and export gates; no live learning or memory mutation occurs.", "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "packetLifecycle": {"packetId": "teleodynamic-memory-packet-demo", "status": "pending_human_review", "stages": [{"stage": "intake", "label": "Inert Intake", "status": "passed", "evidence": "JSON envelope accepted as inert data.", "mutation": false}, {"stage": "quarantine", "label": "Quarantine", "status": "passed", "evidence": "Source remains isolated until review.", "mutation": false}, {"stage": "schema", "label": "Schema Gate", "status": "passed", "evidence": "Required public fields are present in the replay fixture.", "mutation": false}, {"stage": "resource_economy", "label": "Resource Economy", "status": "warning", "evidence": "Cost/utility ratio requires operator review before adoption.", "mutation": false}, {"stage": "human_review", "label": "Human Review", "status": "pending", "evidence": "No structural change is promoted automatically.", "mutation": false}, {"stage": "evidence_export", "label": "Evidence Export", "status": "ready", "evidence": "Replay, comparison, chart, and ledger artifacts are exportable.", "mutation": false}], "rollbackReadiness": {"checkpoint": "td-checkpoint-demo-20260602", "available": true, "requiredBeforeMutation": true}, "productionMutated": false, "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "reviewWorkflow": {"reviewId": "td-review-37a8eec1ce19", "status": "pending_human_review", "queue": "teleodynamic_lab_review", "submittedContentExecuted": false, "externalFetchPerformed": false, "autoPromotionAllowed": false, "unsafeMarkers": [], "requiredHumanChecks": ["Confirm source is public-safe.", "Confirm no secrets, private memory, executable code, or arbitrary URLs are present.", "Confirm resource-economy score and rollback readiness.", "Record accepted disposition before any project truth update."], "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "evidenceLedger": {"status": "evidence_ready", "generatedAt": "2026-06-03T00:00:00Z", "rows": [{"id": "td-ledger-lab-001", "type": "lab_release", "summary": "Teleodynamic AI Reality Lab implemented as deterministic WSGI POC.", "evidence": "/api/teleodynamic/lab", "mutation": false}, {"id": "td-ledger-resource-001", "type": "resource_economy_replay", "summary": "Resource budget, maintenance cost, uncertainty, and phase-lock replay generated from fixed fixtures.", "evidence": "/api/teleodynamic/resource-economy", "mutation": false}, {"id": "td-ledger-suite-90c47e080c4d", "type": "experiment_suite", "summary": "Resource Economy Replay", "evidence": "/api/teleodynamic/experiments/suite-resource-economy/replay", "mutation": false}, {"id": "td-ledger-suite-50a3a42ebd65", "type": "experiment_suite", "summary": "Operator Registry Replay", "evidence": "/api/teleodynamic/experiments/suite-operator-registry/replay", "mutation": false}, {"id": "td-ledger-suite-319932d3f2bc", "type": "experiment_suite", "summary": "Packet Lifecycle Replay", "evidence": "/api/teleodynamic/experiments/suite-packet-lifecycle/replay", "mutation": false}], "count": 5, "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "experiments": {"status": "ready", "version": "2.7.0", "generatedAt": "2026-06-03T00:00:00Z", "suites": [{"id": "suite-resource-economy", "title": "Resource Economy Replay", "summary": "Verifies budget retention, maintenance-cost discipline, and no-op behavior under pressure.", "detailUrl": "/teleodynamic-ai-lab/experiments/suite-resource-economy", "apiUrl": "/api/teleodynamic/experiments/suite-resource-economy", "replayUrl": "/api/teleodynamic/experiments/suite-resource-economy/replay", "compareUrl": "/api/teleodynamic/experiments/suite-resource-economy/compare", "exportUrl": "/api/teleodynamic/experiments/suite-resource-economy/export", "exportJsonUrl": "/api/teleodynamic/experiments/suite-resource-economy/export.json"}, {"id": "suite-operator-registry", "title": "Operator Registry Replay", "summary": "Checks that add, merge, retire, and no-op operators stay deterministic and bounded.", "detailUrl": "/teleodynamic-ai-lab/experiments/suite-operator-registry", "apiUrl": "/api/teleodynamic/experiments/suite-operator-registry", "replayUrl": "/api/teleodynamic/experiments/suite-operator-registry/replay", "compareUrl": "/api/teleodynamic/experiments/suite-operator-registry/compare", "exportUrl": "/api/teleodynamic/experiments/suite-operator-registry/export", "exportJsonUrl": "/api/teleodynamic/experiments/suite-operator-registry/export.json"}, {"id": "suite-packet-lifecycle", "title": "Packet Lifecycle Replay", "summary": "Replays an inert packet through lifecycle gates and confirms export evidence without mutation.", "detailUrl": "/teleodynamic-ai-lab/experiments/suite-packet-lifecycle", "apiUrl": "/api/teleodynamic/experiments/suite-packet-lifecycle", "replayUrl": "/api/teleodynamic/experiments/suite-packet-lifecycle/replay", "compareUrl": "/api/teleodynamic/experiments/suite-packet-lifecycle/compare", "exportUrl": "/api/teleodynamic/experiments/suite-packet-lifecycle/export", "exportJsonUrl": "/api/teleodynamic/experiments/suite-packet-lifecycle/export.json"}], "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "statusReport": {"status": "healthy", "version": "2.7.0", "generatedAt": "2026-06-03T00:00:00Z", "componentCount": 5, "operatorSafeIssueCount": 0, "operatorSafeIssues": [], "components": [{"id": "lab_state", "label": "Lab State", "status": "healthy", "route": "/api/teleodynamic/lab", "publicSafe": true}, {"id": "experiment_suites", "label": "Experiment Suites", "status": "healthy", "route": "/api/teleodynamic/experiments", "publicSafe": true}, {"id": "evidence_archive", "label": "Evidence Archive", "status": "healthy", "route": "/api/teleodynamic/export.json", "publicSafe": true}, {"id": "custom_simulation", "label": "Custom Simulation", "status": "healthy", "route": "/api/teleodynamic/simulate", "publicSafe": true}, {"id": "packet_lifecycle", "label": "Packet Lifecycle", "status": "healthy", "route": "/api/teleodynamic/packets/lifecycle", "publicSafe": true}], "privateDataExposed": false, "rawTraceExposed": false, "submittedContentExecuted": false, "externalFetchPerformed": false, "productionMutated": false, "recommendedAction": "No operator action is required for the deterministic public lab fixtures.", "safety": {"externalApisUsed": false, "modelTrainingPerformed": false, "submittedContentExecuted": false, "arbitraryUrlFetch": false, "autoPromotionAllowed": false, "humanReviewRequired": true}}, "endpoints": [{"method": "GET", "path": "/teleodynamic-ai-lab/", "summary": "HTML Reality Lab overview."}, {"method": "GET", "path": "/teleodynamic-ai-lab/experiments/", "summary": "HTML experiment suite index."}, {"method": "GET", "path": "/teleodynamic-ai-lab/experiments/<suite_id>", "summary": "HTML suite detail."}, {"method": "GET", "path": "/api/teleodynamic/lab", "summary": "Full lab JSON payload."}, {"method": "GET", "path": "/api/teleodynamic/operators", "summary": "Operator registry."}, {"method": "GET", "path": "/api/teleodynamic/resource-economy", "summary": "Resource economy replay."}, {"method": "GET", "path": "/api/teleodynamic/distinction-engine", "summary": "Distinction-engine example."}, {"method": "POST", "path": "/api/teleodynamic/distinction-engine", "summary": "Evaluate inert candidate JSON."}, {"method": "GET", "path": "/api/teleodynamic/self-organization", "summary": "Self-organization graph payload."}, {"method": "GET", "path": "/api/teleodynamic/packets/lifecycle", "summary": "Packet lifecycle gates."}, {"method": "GET", "path": "/api/teleodynamic/review", "summary": "Human review contract."}, {"method": "POST", "path": "/api/teleodynamic/review", "summary": "Create inert review preview."}, {"method": "GET", "path": "/api/teleodynamic/evidence-ledger", "summary": "Evidence ledger."}, {"method": "GET", "path": "/api/teleodynamic/status", "summary": "Operator-safe lab component status."}, {"method": "GET", "path": "/api/teleodynamic/simulate", "summary": "Bounded deterministic custom simulation preview."}, {"method": "POST", "path": "/api/teleodynamic/simulate", "summary": "Bounded deterministic custom simulation preview with inert JSON."}, {"method": "GET", "path": "/api/teleodynamic/export", "summary": "ZIP evidence bundle."}, {"method": "GET", "path": "/api/teleodynamic/export.json", "summary": "JSON evidence archive."}, {"method": "GET", "path": "/api/teleodynamic/evidence-archive.json", "summary": "JSON archive index and replay evidence."}, {"method": "GET", "path": "/api/teleodynamic/experiments", "summary": "Experiment suite catalog."}, {"method": "GET", "path": "/api/teleodynamic/experiments/<suite_id>", "summary": "Suite detail JSON."}, {"method": "GET", "path": "/api/teleodynamic/experiments/<suite_id>/replay", "summary": "Deterministic suite replay."}, {"method": "POST", "path": "/api/teleodynamic/experiments/<suite_id>/replay", "summary": "Deterministic suite replay with inert JSON body."}, {"method": "GET", "path": "/api/teleodynamic/experiments/<suite_id>/compare", "summary": "Comparison report."}, {"method": "GET", "path": "/api/teleodynamic/experiments/<suite_id>/export", "summary": "Suite ZIP export."}, {"method": "GET", "path": "/api/teleodynamic/experiments/<suite_id>/export.json", "summary": "Suite JSON evidence export."}]}, "meta": {"version": "v2", "generatedAt": "2026-05-25T00:00:00Z"}}