{"ok":true,"service":"image-duplicate-detection-readiness","mode":"image-duplicate-detection-readiness-layer","timestamp":"2026-06-26T14:58:33.293Z","dependencies":{"visualSemanticsColorRegistry":{"visualSemanticsColorRegistryReady":true,"liveColorRoutingEnabled":false,"semanticColorTokenStorageEnabled":false},"imageCapsuleInterpretation":{"imageCapsuleInterpretationReady":true,"liveImageProcessingEnabled":false,"objectDetectionEnabled":false,"ocrEnabled":false},"diagramSchematicReadiness":{"diagramSchematicCapsuleReadinessReady":true,"liveDiagramProcessingEnabled":false},"discoveryDeduplication":{"deduplicationReadinessReady":true,"liveDeduplicationEnabled":false,"automaticSourceDeletionEnabled":false},"sourcePreservation":{"sourcePreservationGateReady":true,"liveSourcePreservationEnabled":false},"capsuleTypeRegistry":{"capsuleTypeRegistryReady":true,"multimodalProcessingEnabled":false}},"summary":{"totalSignals":10,"signalReady":1,"signalFoundationReady":3,"signalReviewRequired":6,"totalClusterTypes":8,"clusterFoundationReady":2,"clusterReviewRequired":6,"totalRules":8,"ready":5,"reviewRequired":3,"blocked":0,"imageDuplicateDetectionReadinessReady":true,"liveImageDuplicateDetectionEnabled":false,"imageFileProcessingEnabled":false,"perceptualHashingEnabled":false,"objectMatchingEnabled":false,"ocrMatchingEnabled":false,"colorSignatureMatchingEnabled":false,"automaticImageDeletionEnabled":false,"imageClusterStorageEnabled":false,"capsuleDuplicateLinkingEnabled":false,"agentDuplicateHandoffAllowed":false,"productionMutation":false,"reason":"Image Duplicate Detection Readiness is active as a non-destructive readiness layer. TheoB can define image duplicate signals, cluster types, preservation rules, future cluster shape, and receipt shape, but it cannot process images, compare files, run OCR, run object matching, store duplicate clusters, delete images, link live capsules, route to agents, or mutate production yet."},"duplicateSignals":[{"signal":"exact-file-hash-match","status":"foundation-ready","purpose":"Prepare future detection of identical image files through stable file fingerprints.","safeguard":"Hash match can prove file identity, not necessarily source independence."},{"signal":"perceptual-visual-similarity","status":"review-required","purpose":"Prepare future detection of visually similar images across resize, crop, compression, watermark, or format changes.","safeguard":"Similar-looking images can still have different context or meaning."},{"signal":"metadata-and-provenance-match","status":"foundation-ready","purpose":"Compare source, upload context, file metadata, retrieval path, publication hints, and transformation trail.","safeguard":"Metadata can be missing, stripped, edited, or misleading."},{"signal":"dominant-color-signature-match","status":"foundation-ready","purpose":"Use future color signatures as a weak supporting signal for image cluster similarity.","safeguard":"Color similarity alone is not duplicate proof."},{"signal":"layout-composition-match","status":"review-required","purpose":"Prepare future comparison of visual layout, orientation, object placement, chart structure, or scene composition.","safeguard":"Composition can be similar by genre, template, or coincidence."},{"signal":"object-and-symbol-overlap","status":"review-required","purpose":"Prepare future overlap comparison for visible objects, symbols, logos, signs, packaging, and scene elements.","safeguard":"Object overlap is supporting evidence, not identity certainty."},{"signal":"text-label-overlap","status":"review-required","purpose":"Prepare future comparison of visible labels, captions, annotations, legends, and chart text where safely available.","safeguard":"Do not rely on brittle OCR as the sole match signal."},{"signal":"derived-image-family","status":"review-required","purpose":"Detect future edited, annotated, color-shifted, cropped, translated, or watermarked descendants of an image.","safeguard":"Derived images must preserve original and derivative context separately."},{"signal":"cross-modal-duplicate-link","status":"review-required","purpose":"Prepare future linking of duplicate images to duplicate claims, articles, diagrams, source cards, or capsule clusters.","safeguard":"Visual duplication and claim duplication are related but not identical."},{"signal":"independence-context","status":"ready","purpose":"Preserve whether similar images appear to be independent evidence or repeated copies from one origin.","safeguard":"Do not turn repeated images into false corroboration."}],"clusterTypes":[{"clusterType":"exact-image-duplicate-cluster","status":"foundation-ready","purpose":"Group files that appear identical by future file hash or exact source pointer.","safeguard":"Exact files can still have different captions, sources, or rights."},{"clusterType":"near-visual-duplicate-cluster","status":"review-required","purpose":"Group resized, compressed, cropped, watermarked, or lightly edited versions of the same visual.","safeguard":"Near-duplicate decisions need uncertainty bands."},{"clusterType":"derivative-image-cluster","status":"review-required","purpose":"Group images that were annotated, translated, stylized, altered, recolored, or republished from a likely original.","safeguard":"Derivative work may carry new meaning and separate rights."},{"clusterType":"template-or-layout-cluster","status":"review-required","purpose":"Group visuals that share a layout template, chart format, packaging composition, or design structure.","safeguard":"Template similarity is not duplicate evidence."},{"clusterType":"same-scene-cluster","status":"review-required","purpose":"Group images showing the same scene, event, object, product, cacao pod, farm, ceremony space, or map region from different angles.","safeguard":"Same scene is not the same image."},{"clusterType":"visual-claim-evidence-cluster","status":"review-required","purpose":"Group images that appear to support, repeat, or conflict with the same visual claim.","safeguard":"A cluster can contain disagreement."},{"clusterType":"brand-asset-variant-cluster","status":"foundation-ready","purpose":"Group brand image variants, campaign derivatives, product hero crops, palette versions, and layout alternates.","safeguard":"Brand variants need version context, not deletion."},{"clusterType":"cacao-origin-visual-cluster","status":"review-required","purpose":"Group cacao-related images by region, cultivation stage, fermentation, product, ceremony, sustainability, or cultural context.","safeguard":"Cacao image clusters must preserve cultural and ecological context."}],"readinessRules":[{"rule":"Duplicates Are Clusters, Not Trash","status":"ready","purpose":"Image duplicates should be clustered with provenance instead of deleted automatically.","safeguard":"Never erase visual evidence just because it repeats."},{"rule":"Independence Must Stay Visible","status":"ready","purpose":"Duplicate clusters must distinguish repeated copies from independent corroborating visuals.","safeguard":"Repetition is not proof."},{"rule":"Visual Similarity Is Not Truth","status":"ready","purpose":"Similarity signals can suggest a relationship, but cannot prove same source, same event, or same meaning alone.","safeguard":"The eye is useful. The eye is also dramatic."},{"rule":"Rights Travel With Each Variant","status":"review-required","purpose":"Each duplicate, derivative, or variant must preserve its own rights, attribution, redaction, and retention state.","safeguard":"A copied image does not copy permission."},{"rule":"No Automatic Image Deletion","status":"ready","purpose":"This readiness layer never deletes images, image records, source records, or capsule candidates.","safeguard":"Deduplication should compress noise, not destroy provenance."},{"rule":"No Live Image Matching Yet","status":"ready","purpose":"This layer defines image duplicate detection readiness only and does not process files or compare images.","safeguard":"No image reads, no image matching, no capsule writes, no production mutation."},{"rule":"Human Review For Visual Claims","status":"review-required","purpose":"Images used as evidence for claims, conflicts, identity-sensitive content, safety, legal, or commercial decisions require review.","safeguard":"Visual evidence can mislead with confidence."},{"rule":"Multimodal Duplicate Links Require Boundaries","status":"review-required","purpose":"Image duplicate clusters connected to articles, diagrams, maps, claims, or capsules must preserve modality boundaries.","safeguard":"Do not blend visual and textual duplication into fake certainty."}],"futureImageDuplicateClusterShape":{"imageDuplicateClusterId":"stable image duplicate cluster id","clusterType":"exact-image-duplicate/near-visual-duplicate/derivative/template-layout/same-scene/visual-claim-evidence/brand-variant/cacao-origin-visual","imageCapsuleIds":"linked future image capsule ids","sourceRecordIds":"linked Vault or source records","originalCandidateId":"best-known original image pointer or unknown","duplicateCandidateIds":"candidate duplicate or variant pointers","similaritySignals":"hash, perceptual, metadata, color, layout, object, text, derivative, cross-modal, independence context","confidenceBand":"low/medium/high/review-required","independenceScore":"0-100","rightsSummary":"metadata-only/review-required/display-allowed/full-storage-allowed mixed state","redactionSummary":"redacted-safe/review-required/mixed","conflictContext":"none/minor/moderate/strong/critical/unresolved","modalityLinks":"claims, diagrams, articles, capsules, maps, or source cards linked to the visual cluster","humanReviewRequired":"true/false","automaticDeletionAllowed":"false","productionMutation":"false"},"futureImageDuplicateReceiptShape":{"imageDuplicateReceiptId":"stable image duplicate receipt id","imageDuplicateClusterId":"linked duplicate cluster id","detectionMethod":"hash/perceptual/metadata/color/layout/object/text/derivative/cross-modal/manual-review","sourceTrailVerified":"true/false","rightsChecked":"true/false","redactionChecked":"true/false","independenceChecked":"true/false","conflictChecked":"true/false","modalityBoundaryChecked":"true/false","deletionPerformed":"false","approvedBy":"founder/operator/system-gate/human-review","createdAt":"ISO timestamp","auditTrailSafe":"true","productionMutation":"false"},"allowedNow":["Render image duplicate detection readiness.","Define image duplicate signals.","Define image duplicate cluster types.","Define independence, provenance, rights, redaction, and modality boundaries.","Define future image duplicate cluster shape.","Define future image duplicate receipt shape.","Keep live image matching disabled.","Keep automatic image deletion disabled."],"notAllowedYet":["Process image files.","Compare images.","Run perceptual hashing.","Run object matching.","Run OCR matching.","Store duplicate image clusters.","Delete duplicate images.","Link live duplicate clusters to capsules.","Route duplicate decisions to agents.","Bypass rights, redaction, provenance, independence, conflict, or modality boundaries.","Mutate production."],"nextStructuralLayers":["Multimodal Conflict Detection Readiness","Quantum Intelligence Evolution Layer","Universal Intelligence Hub Foundation"],"safeguard":"Image Duplicate Detection Readiness is read-only and non-destructive. It does not process images, compare files, hash images, run OCR, match objects, store clusters, delete files, link live capsules, expose secrets, mutate production, or execute agent actions."}