IMAGE CAPSULE INTERPRETATION LAYER

Images should be interpreted better than words — but never with less proof.

A read-only image capsule interpretation layer that defines visual observations, provenance, uncertainty zones, color signatures, layout logic, rights, redaction, and future image capsule boundaries before live image processing is enabled.

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SYSTEM STATE
StableFounder ControlledHuman Reviewed
IMAGE CAPSULE INTERPRETATION

See the image. Preserve the uncertainty.

Image Capsule Interpretation prepares TheoB to turn images into source-linked visual intelligence: observations, color signatures, layout structure, uncertainty zones, rights boundaries, and future capsule receipts. Nothing is processed yet. Good. Sight without proof is just a hallucination in a tuxedo.

trueInterpretation Ready
falseLive Image Processing
falseCapsule Creation
falseOCR Enabled
Reason

Image Capsule Interpretation Layer is active as a non-destructive readiness layer. TheoB can define image interpretation dimensions, image capsule types, visual uncertainty rules, future image capsule shape, and interpretation receipt shape, but it cannot process image files, create capsules, run OCR, identify people, compress visual signatures, route images to agents, or mutate production yet.

ready
file-provenance

Preserve where the image came from, who provided it, retrieval/upload context, rights state, and transformation history.

No visual interpretation without provenance.
foundation-ready
visual-observation

Describe visible objects, scene structure, materials, layouts, spatial relations, and visual evidence.

Observations must remain separate from assumptions.
ready
uncertainty-zones

Mark where the image is unclear, cropped, obstructed, low-resolution, stylized, edited, or ambiguous.

Do not overclaim from weak visual evidence.
foundation-ready
dominant-color-signature

Capture major colors, palette families, contrast zones, symbolic color use, and future color semantics hooks.

Color interpretation must remain accessible and systematic.
foundation-ready
layout-and-composition

Preserve visual arrangement, hierarchy, orientation, focal areas, symmetry, grids, and composition logic.

Layout is meaning, not decoration.
review-required
text-in-image-boundary

Prepare future handling for visible text, labels, captions, diagrams, annotations, and signs.

Do not rely on brittle OCR as truth.
review-required
object-and-symbol-boundary

Prepare future interpretation of objects, icons, logos, symbols, visual metaphors, and cultural markers.

Symbols can be context-dependent and should not be flattened.
review-required
visual-claim-linking

Prepare future links between image observations and source claims, conflicts, scores, and capsule evidence.

A visual observation is not automatically a verified claim.
review-required
rights-and-redaction

Preserve rights, privacy, redaction, sensitive visual content, and allowed display boundaries.

Images can leak more than text.
review-required
capsule-readiness

Determine whether image intelligence can become an image capsule without losing source trail or uncertainty.

Do not create elegant visual memory from ungrounded guesses.
review-required
photo-evidence-capsule

Preserve real-world visual observations from photos as evidence-linked image intelligence.

Photos must preserve provenance, rights, and uncertainty.
review-required
chart-or-infographic-capsule

Preserve visualized data, chart structure, labels, axes, legends, and interpretation boundaries.

Charts need data provenance and unit context.
review-required
product-image-capsule

Preserve product visuals, packaging, label cues, material hints, and brand presentation context.

Product image interpretation cannot replace verified product specs.
review-required
satellite-or-map-image-capsule

Prepare future interpretation of geospatial, satellite, aerial, or map-based visual intelligence.

Spatial evidence needs scale, date, and coordinate context.
review-required
cacao-visual-capsule

Preserve cacao-related images such as pods, farms, ceremonies, products, ingredients, regions, and processing stages.

Separate cultural, agricultural, scientific, and commercial interpretation respectfully.
foundation-ready
brand-visual-capsule

Preserve visual identity elements, palettes, composition logic, campaign imagery, and design language.

Brand visuals should remain systematic, not random pretty noise.
review-required
historic-image-capsule

Prepare future preservation for historical images with source, date, region, attribution, and uncertainty.

Historic images require provenance and context before interpretation.
review-required
composite-visual-capsule

Preserve images linked with text, maps, claims, source cards, diagrams, or agent observations.

Each modality keeps its own uncertainty and source trail.
ready
Observation Before Interpretation

TheoB must separate what is visibly observed from what is inferred.

Do not dress guesses up as sight.
ready
Uncertainty Must Be Visible

Image capsules must preserve ambiguity, blur, occlusion, cropping, edits, and low-confidence areas.

Confidence theater is worse than saying unclear.
review-required
Rights And Redaction Before Display

Image display, storage, and reuse must obey rights, privacy, redaction, and attribution boundaries.

Images can expose people, places, brands, and sensitive details.
ready
No Identity Claims From Images

The layer should not identify real people or infer sensitive personal attributes from images.

Visual intelligence must stay safe and bounded.
ready
No Live Image Processing Yet

This layer defines interpretation readiness only and does not process image files.

No file reads, no image analysis, no capsule writes, no production mutation.
review-required
Color Semantics Require Registry

Color signatures should eventually connect to the Visual Semantics Color Intelligence Registry.

Infinite color categories need a system.
review-required
Visual Claims Need Source Linking

Image observations should link to claims, source scores, dedupe, conflict, and preservation receipts.

A visual pattern is not proof by itself.
review-required
Multimodal Capsules Need Boundaries

Image capsules connected to text, diagrams, maps, CAD, or datasets must preserve modality boundaries.

Do not blend modalities into fake certainty.
Allowed NowRender image capsule interpretation readiness.Define image interpretation dimensions.Define image capsule types.Define image uncertainty and provenance boundaries.Define future image capsule shape.Define future image interpretation receipt shape.Keep live image processing disabled.Keep image capsule creation disabled.
Not Allowed YetProcess image files.Create image capsules.Store image capsules.Run OCR.Run identity recognition.Compress visual signatures.Activate color semantics.Route image capsule context to agents.Bypass rights, redaction, provenance, uncertainty, or modality boundaries.Mutate production.
Future Image Capsule Shape
imageCapsuleId: stable image capsule idcapsuleTypeId: image-capsule or composite visual subtypesourceTrail: linked source, Vault record, reference, claim, score, dedupe, conflict, and receipt trailfileProvenance: upload/retrieval/source/path/hash/format/rights contextvisualObservations: visible objects, scene, structure, layout, materials, and spatial relationshipsuncertaintyZones: unclear, cropped, obstructed, edited, stylized, low-resolution, or ambiguous areasdominantColorSignature: palette families, contrast zones, semantic color hookslayoutComposition: orientation, hierarchy, focal areas, symmetry, grid, composition logictextInImage: labels/captions/signs/annotations if safely availableobjectSymbolContext: objects, icons, logos, symbols, cultural markers with uncertaintylinkedClaims: claim ids connected to visual observationsrightsStatus: metadata-only/review-required/display-allowed/full-storage-allowedredactionStatus: redacted-safe/review-requiredconfidenceScore: 0-100humanReviewRequired: true/falsecapsuleCompressionAllowed: falseproductionMutation: false
Future Image Interpretation Receipt Shape
imageInterpretationReceiptId: stable image interpretation receipt idimageCapsuleId: linked future image capsule idsourceTrailVerified: true/falserightsChecked: true/falseredactionChecked: true/falseuncertaintyShown: true/falseobservationInferenceSeparated: true/falsecolorSignatureCaptured: true/falsevisualClaimsLinked: true/falsemodalityBoundaryPreserved: true/falseapprovedBy: founder/operator/system-gate/human-reviewcreatedAt: ISO timestampauditTrailSafe: trueproductionMutation: false
Next Structural Layers
Diagram And Schematic Capsule ReadinessContextual Design Translation ReadinessVisual Semantics Color Intelligence RegistryImage Duplicate Detection ReadinessMultimodal Conflict Detection ReadinessQuantum Intelligence Evolution LayerUniversal Intelligence Hub Foundation
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