review-required
text-vs-image-conflictDetect future conflicts where written claims disagree with visual evidence, captions, or image observations.
An image can challenge text, but it does not automatically overrule text.MULTIMODAL CONFLICT DETECTION READINESS
When text, image, diagram, map, and metadata disagree, TheoB maps the conflict before judging the truth.
A read-only multimodal conflict readiness layer that defines how TheoB will eventually detect contradiction across text, images, diagrams, schematics, maps, signals, metadata, duplicate clusters, and capsules without issuing automatic truth verdicts.
Universal Time Scroll
Every TheoB pathway can move through Past, Present, and Future without losing context.
Present
Read current signals, conditions, and live context.
🎙
Universal Voice Orb
Voice ready
SYSTEM STATE
StableFounder ControlledHuman Reviewed
MULTIMODAL CONFLICT
Contradiction is not failure. It is where intelligence starts paying attention.
Multimodal Conflict Detection Readiness prepares TheoB to compare text, images, diagrams, schematics, maps, metadata, color states, duplicate clusters, and capsules. The system maps disagreement before declaring anything true. Good — the fastest truth verdict is usually just confidence with bad manners.
trueReadiness Ready
falseLive Detection
falseTruth Verdicts
falseMap Storage
Multimodal Conflict Detection Readiness is active as a non-destructive readiness layer. TheoB can define cross-modal conflict types, signals, rules, future conflict map shape, and receipt shape, but it cannot process files, compare modalities, store conflict maps, issue truth verdicts, route conflict decisions to agents, or mutate production yet.
review-required
text-vs-diagram-conflictDetect future conflicts between written descriptions and diagram structure, process flow, labels, or relationships.
A diagram summary must not erase structural contradiction.review-required
image-vs-diagram-conflictDetect future conflicts between photo evidence and diagram/schematic representations.
A diagram can simplify reality; a photo can lack context.foundation-ready
image-vs-image-conflictDetect future conflicts between visual records showing different states, regions, times, edits, or interpretations.
Different images may represent different moments, not disagreement.review-required
diagram-vs-schematic-conflictDetect future conflicts between high-level diagrams and precise schematics, CAD, plans, or engineering structures.
Simplification can become false when treated as build truth.foundation-ready
metadata-vs-content-conflictDetect conflicts between source metadata, timestamp, region, author, file provenance, and actual content.
Metadata can be wrong, stripped, stale, or misleading.review-required
claim-vs-visual-duplicate-conflictDetect when repeated or derivative images are used as if they independently support a claim.
Repeated visuals are not repeated proof.foundation-ready
temporal-multimodal-conflictDetect conflicts caused by time mismatch between text, images, diagrams, maps, signals, and capsules.
Stale context can create fake contradiction.review-required
rights-redaction-display-conflictDetect conflicts between what a modality says and what rights, redaction, attribution, or retention policy allows showing.
Truth still needs lawful and safe display boundaries.review-required
cacao-context-conflictDetect future conflicts across cacao agriculture, ceremony, science, product, beauty, sustainability, region, and cultural context.
Cacao intelligence must respect cultural, ecological, scientific, and ceremonial boundaries.review-required
cross-modal-claim-mismatchCompare claim cards against visual observations, diagram structures, source metadata, and capsule context.
Mismatch requires review, not instant verdict.review-required
caption-image-mismatchDetect future mismatch between image captions, visible content, source context, and associated claims.
Captions can be wrong, incomplete, or manipulative.foundation-ready
timeline-modality-mismatchDetect when text, images, maps, signals, diagrams, or capsules describe different time periods.
Time mismatch must be visible before conflict escalation.foundation-ready
source-provenance-mismatchDetect when modality provenance conflicts with source trail, provider, region, author, or transformation history.
Provenance conflict can break trust faster than content conflict.ready
duplicate-independence-conflictDetect when duplicated or derivative images are treated as independent corroboration.
Repetition is not proof.review-required
visual-structure-claim-conflictDetect conflict between diagram/schematic structure and textual system claims.
Structure is evidence only when provenance is clear.review-required
color-semantic-state-conflictDetect future mismatch between semantic color state and underlying score, conflict, risk, or rights status.
A color badge must never lie.review-required
rights-redaction-modality-conflictDetect when a modality is safe to store but not safe to display, route, or reactivate.
Safe storage does not always mean safe display.review-required
geo-region-modality-conflictDetect mismatch between claimed region, map layer, image scene, satellite view, cacao origin, or source metadata.
Regional claims need source, scale, and date context.foundation-ready
confidence-band-disagreementDetect when different modalities carry incompatible confidence, freshness, review, or conflict states.
Confidence should be harmonized, not averaged into mush.ready
No Modality Gets Absolute AuthorityText, image, diagram, schematic, map, metadata, signal, and capsule evidence must all preserve uncertainty.
The loudest modality is not automatically right.ready
Conflict Is A Map, Not A VerdictMultimodal conflict detection should map disagreement before declaring truth.
Do not rush from contradiction to conclusion.ready
Source Trail Must Be VisibleEvery multimodal conflict must preserve source trail, provenance, rights, dedupe, and confidence context.
No black-box conflict alarms.ready
Duplicate Context Must SurviveRepeated images, copied diagrams, syndicated text, and derivative visuals must not become false corroboration.
A crowd of copies is still one witness.review-required
Rights And Redaction Control DisplayConflict evidence must obey modality-specific rights, redaction, attribution, and retention limits.
Do not leak restricted content through conflict review.review-required
Human Review For High-Impact ConflictMedical, legal, financial, safety, engineering, cultural, ceremonial, identity-sensitive, or commercial conflicts require review.
High-impact conflict is not autopilot territory.ready
No Live Multimodal Conflict Detection YetThis readiness layer defines multimodal conflict policy only and does not process files, compare content, or create conflict records.
No file reads, no conflict writes, no production mutation.review-required
Generated Conflict Views Must Be LabeledFuture conflict diagrams, maps, timelines, and visual surfaces must be labeled as generated interpretations.
A generated conflict map is not original evidence.Allowed NowRender multimodal conflict detection readiness.Define cross-modal conflict types.Define multimodal conflict signals.Define duplicate, provenance, rights, redaction, and modality-boundary rules.Define future multimodal conflict map shape.Define future multimodal conflict receipt shape.Keep live multimodal conflict detection disabled.Keep automatic truth verdicts disabled.
Not Allowed YetProcess files across modalities.Compare text against images.Compare images against diagrams.Compare diagrams against schematics.Store multimodal conflict maps.Issue automatic truth verdicts.Route conflict decisions to agents.Generate conflict visualizations.Bypass rights, redaction, provenance, duplicate, confidence, or modality boundaries.Mutate production.
multimodalConflictMapId: stable multimodal conflict map idconflictType: text-vs-image/text-vs-diagram/image-vs-diagram/image-vs-image/diagram-vs-schematic/metadata-vs-content/duplicate-independence/temporal/rights-redaction/cacao-contextsourceRecordIds: linked Vault or source recordscapsuleIds: linked future capsule idsmodalitiesInvolved: text/image/diagram/schematic/map/signal/metadata/capsule/compositeclaimsInvolved: linked claim idsvisualEvidenceIds: linked image or visual capsule idsdiagramEvidenceIds: linked diagram or schematic capsule idsduplicateClusterIds: linked duplicate clusters where relevantconflictSignals: cross-modal mismatch, caption mismatch, temporal mismatch, provenance mismatch, duplicate-independence conflict, color-state conflict, rights conflict, geo conflictconflictSeverity: none/minor/moderate/strong/critical/review-requiredconfidenceBand: low/medium/high/review-requiredrightsStatus: metadata-only/review-required/display-allowed/full-storage-allowed/mixedredactionStatus: redacted-safe/review-required/mixedhumanReviewRequired: true/falseautomaticTruthVerdictAllowed: falseproductionMutation: false
multimodalConflictReceiptId: stable receipt idmultimodalConflictMapId: linked multimodal conflict map iddetectionMethod: manual-review/system-readiness/future-cross-modal-comparesourceTrailVerified: true/falseprovenanceChecked: true/falseduplicateContextChecked: true/falserightsChecked: true/falseredactionChecked: true/falsemodalityBoundaryChecked: true/falsegeneratedViewLabeled: true/falsetruthVerdictIssued: falseapprovedBy: founder/operator/system-gate/human-reviewcreatedAt: ISO timestampauditTrailSafe: trueproductionMutation: false
Quantum Intelligence Evolution LayerUniversal Intelligence Hub Foundation