Preserve where the image came from, who provided it, retrieval/upload context, rights state, and transformation history.
No visual interpretation without provenance.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.
Every TheoB pathway can move through Past, Present, and Future without losing context.
Read current signals, conditions, and live context.
Voice ready
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.
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.
Describe visible objects, scene structure, materials, layouts, spatial relations, and visual evidence.
Observations must remain separate from assumptions.Mark where the image is unclear, cropped, obstructed, low-resolution, stylized, edited, or ambiguous.
Do not overclaim from weak visual evidence.Capture major colors, palette families, contrast zones, symbolic color use, and future color semantics hooks.
Color interpretation must remain accessible and systematic.Preserve visual arrangement, hierarchy, orientation, focal areas, symmetry, grids, and composition logic.
Layout is meaning, not decoration.Prepare future handling for visible text, labels, captions, diagrams, annotations, and signs.
Do not rely on brittle OCR as truth.Prepare future interpretation of objects, icons, logos, symbols, visual metaphors, and cultural markers.
Symbols can be context-dependent and should not be flattened.Prepare future links between image observations and source claims, conflicts, scores, and capsule evidence.
A visual observation is not automatically a verified claim.Preserve rights, privacy, redaction, sensitive visual content, and allowed display boundaries.
Images can leak more than text.Determine whether image intelligence can become an image capsule without losing source trail or uncertainty.
Do not create elegant visual memory from ungrounded guesses.Preserve real-world visual observations from photos as evidence-linked image intelligence.
Photos must preserve provenance, rights, and uncertainty.Preserve visualized data, chart structure, labels, axes, legends, and interpretation boundaries.
Charts need data provenance and unit context.Preserve product visuals, packaging, label cues, material hints, and brand presentation context.
Product image interpretation cannot replace verified product specs.Prepare future interpretation of geospatial, satellite, aerial, or map-based visual intelligence.
Spatial evidence needs scale, date, and coordinate context.Preserve cacao-related images such as pods, farms, ceremonies, products, ingredients, regions, and processing stages.
Separate cultural, agricultural, scientific, and commercial interpretation respectfully.Preserve visual identity elements, palettes, composition logic, campaign imagery, and design language.
Brand visuals should remain systematic, not random pretty noise.Prepare future preservation for historical images with source, date, region, attribution, and uncertainty.
Historic images require provenance and context before interpretation.Preserve images linked with text, maps, claims, source cards, diagrams, or agent observations.
Each modality keeps its own uncertainty and source trail.TheoB must separate what is visibly observed from what is inferred.
Do not dress guesses up as sight.Image capsules must preserve ambiguity, blur, occlusion, cropping, edits, and low-confidence areas.
Confidence theater is worse than saying unclear.Image display, storage, and reuse must obey rights, privacy, redaction, and attribution boundaries.
Images can expose people, places, brands, and sensitive details.The layer should not identify real people or infer sensitive personal attributes from images.
Visual intelligence must stay safe and bounded.This layer defines interpretation readiness only and does not process image files.
No file reads, no image analysis, no capsule writes, no production mutation.Color signatures should eventually connect to the Visual Semantics Color Intelligence Registry.
Infinite color categories need a system.Image observations should link to claims, source scores, dedupe, conflict, and preservation receipts.
A visual pattern is not proof by itself.Image capsules connected to text, diagrams, maps, CAD, or datasets must preserve modality boundaries.
Do not blend modalities into fake certainty.