The original L4 prompts rendered simplified but complete subjects. The first L3/L4 correction then created gaps without reliably creating necessary, specific completion. All 36 rejected images remain logged below; the canonical gradient uses the second correction: material occlusion at L3 and an exact sparse-mark inventory at L4.
L4 · thresholdgpt-image-1
R 3/4C 1/4PW 0.10
Rocky seacoast with two small boats on the water
Prompt and audits
Target evidence: Large left mass reads as head/torso, with a long diagonal body-like form extending left-to-right along the shoreline.
Missing relation: Interpret the rock-and-water coastline as the outline of a reclining human figure.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only the long body axis, head rock, knee rocks and one boat interval; the figure appears only after regrouping.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
SAFETY CLARIFICATION
Any represented person is an adult, fully clothed in a loose non-revealing garment, nonsexual, and posed as a neutral landscape-scale form. No nudity, erotic emphasis or intimate context. This clarification changes no composition, cue, abstraction level or recognition mechanism.
RETRY SAFETY CLARIFICATION
Treat the reclining human reading as a distant stone effigy completely wrapped in a long opaque coat, with no visible skin, chest, pelvis or anatomical detail. The local rock, boat and surf organization remains unchanged.
L4 · thresholdgpt-image-2
R 3/4C 1/4PW 0.05
Rocky shoreline with surf breaking against large coastal rocks under a pale sky.
Prompt and audits
Target evidence: Overall silhouette reads as a long horizontal reclining form; the left end suggests a head/face, and the right arch resembles bent legs or hips along a shoreline.
Missing relation: A viewer must map rocks and surf onto a human torso/limbs to complete the body reading at distance.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only the long body axis, head rock, knee rocks and one boat interval; the figure appears only after regrouping.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
SAFETY CLARIFICATION
Any represented person is an adult, fully clothed in a loose non-revealing garment, nonsexual, and posed as a neutral landscape-scale form. No nudity, erotic emphasis or intimate context. This clarification changes no composition, cue, abstraction level or recognition mechanism.
L4 · thresholdgpt-image-2
R 4/4C 0/4PW 0.00
A horse or similar large animal bending down to drink from water at a shoreline or pond.
Prompt and audits
Target evidence: A horse-like silhouette is clearly visible with head lowered to the waterline at right, with legs planted on the bank.
Missing relation: Minimal: the water edge and reflection are already visible; no major absent relation must be reconstructed.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use a back arc, one head wedge, two leg cuts and a displaced reflection only; no whole animal boundary.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-2
R 4/4C 1/4PW 0.12
Two human profiles facing each other in close conversation, with a bright central void or figure between them.
Prompt and audits
Target evidence: Two dark side profiles face inward from left and right, while the pale central shape reads as an arched doorway/void between them.
Missing relation: The central pale form must be organized as a doorway or opening that mediates the two profiles; that relation is implied rather than explicitly constructed.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only two opposed nose-lip-chin notches and the arch crown; neither faces nor doorway may close completely.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-2
R 4/4C 1/4PW 0.13
A standing human figure in profile, holding a shallow bowl or tray at waist height.
Prompt and audits
Target evidence: Clear side-profile human silhouette with head, torso, arm extended to support a shallow bowl-like form.
Missing relation: The body and bowl are only loosely articulated, so the viewer must complete the figure’s full anatomy and the act of carrying.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only head-shoulder, bowl-forearm and one hem fragment; grass strokes may compete with the hem.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-1
R 3/4C 0/4PW 0.00
A dim, partial human face in close-up profile/three-quarter view, emerging from darkness.
Prompt and audits
Target evidence: A clearly readable human face in three-quarter view, softly lit and composed with a subdued, calm expression.
Missing relation: The slight smile is not visibly articulated; the observer would have to infer it from the restrained mouth shape.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use one eye interval, a nose value turn and two uncertain mouth-corner transitions only; no complete head oval.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-1
R 4/4C 1/4PW 0.07
A misty stone bridge spanning water, with a tall tower or chimney on the right and hazy trees or bank in the background.
Prompt and audits
Target evidence: Arched stone bridge spanning a river or canal, with a single vertical tower-like mass at right, all softened by rain/mist.
Missing relation: The image does not fully specify exact riverbanks or structural details of the bridge-to-tower relation; the viewer supplies a coherent landscape context.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Keep one broken horizontal, one dark under-arc and one narrow upright; do not close a bridge or tower outline.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-1
R 4/4C 1/4PW 0.08
A side-view human figure, likely a woman, standing and holding a tray or shallow dish at arm’s length.
Prompt and audits
Target evidence: Clear side-profile human silhouette with head, torso, arm extended forward, and a shallow bowl-like form held at hand level.
Missing relation: The figure-to-bowl action and context (that it is being carried/held while standing) rather than just a shape adjacent to the arm.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only head-shoulder, bowl-forearm and one hem fragment; grass strokes may compete with the hem.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-2
R 4/4C 0/4PW 0.00
A hazy river landscape with a low stone bridge and a tall vertical structure or tower on the right bank.
Prompt and audits
Target evidence: A stone bridge spans the river horizontally, with a single tall tower rising on the right; the whole scene reads as a rainy, mist-filled river landscape.
Missing relation: None essential; the bridge-tower-river relation is already visible.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Keep one broken horizontal, one dark under-arc and one narrow upright; do not close a bridge or tower outline.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-1
R 4/4C 1/4PW 0.00
Two human profiles facing each other in close opposition, with a pale arch-like opening or pillar between them.
Prompt and audits
Target evidence: Two opposing side profiles are clearly legible on left and right, with a centered pale arched shape reading as a doorway/opening between them.
Missing relation: A slight interpretive shift is needed to take the central pale form as an arched doorway rather than just a vertical void or pillar-like shape.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only two opposed nose-lip-chin notches and the arch crown; neither faces nor doorway may close completely.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-1
R 4/4C 2/4PW 0.09
A dark horse with its head down, grazing or drinking in a muted field.
Prompt and audits
Target evidence: Dark equine silhouette with four-legged body and lowered head touching or nearly touching the waterline.
Missing relation: The water edge and reflection relation, especially whether the dark lower forms are mirrored beneath the body.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use a back arc, one head wedge, two leg cuts and a displaced reflection only; no whole animal boundary.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L4 · thresholdgpt-image-2
R 4/4C 0/4PW 0.00
A close-up portrait of a human face in three-quarter view, with the right eye, nose, lips, and cheek most legible against a dark, blurred background.
Prompt and audits
Target evidence: A human face is clearly organized in three-quarter view, with one eye, nose bridge, cheek, lips, and jawline coherently legible despite painterly dissolution.
Missing relation: Nothing essential is missing beyond normal portrait completion; the viewer mainly completes softened contours and facial expression.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use one eye interval, a nose value turn and two uncertain mouth-corner transitions only; no complete head oval.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
L3 · completiongpt-image-2
R 4/4C 0/4PW 0.00
A solitary woman in profile stands in a sparse coastal or marshy landscape, holding or facing a shallow bowl. Her dress and trailing scarf are emphasized against a pale empty background.
Prompt and audits
Target evidence: Clear side-view standing woman figure with a shallow bowl held in front; the bowl shape and posture are directly legible.
Missing relation: No major missing relation; the intended figure-and-bowl structure is already visible.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
- one long wind-pulled garment edge
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Make the forearm and bowl stop across a clean gap from the torso, but align their axes so only one continuation fits. Remove the continuous torso-to-hem boundary and interrupt both leg outlines before the ground.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 3/4C 2/4PW 0.14
Two human profiles facing each other in silhouette, with a pale central shape between them.
Prompt and audits
Target evidence: Two dark side forms read as facing left/right profiles; the pale central vertical opening is arched at the top and functions as a doorway-like void between them.
Missing relation: The viewer must supply that the central pale opening is an actual arched doorway rather than just a light field or negative space between faces.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only two opposed nose-lip-chin notches and the arch crown; neither faces nor doorway may close completely.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove independent face ovals, eyes and any separately outlined doorway frame. Preserve two opposed nose-lip-chin notches and the central arch crown in the same paired boundaries. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 4/4C 1/4PW 0.09
A softly rendered human face in close-up, likely a portrait of a young adult seen in three-quarter view.
Prompt and audits
Target evidence: A clearly organized human face in three-quarter view with visible eyes, nose, mouth, and ear, rendered in a calm, neutral pose.
Missing relation: The slight smile is only suggested by the mouth and overall softness; the viewer must infer whether the expression tips toward restraint or warmth.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
- mouth corners are edge-soft and tonally reversible
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Break the cheek-to-mouth transition with a narrow value uncertainty while keeping mouth corners relationally aligned to nose and chin. Merge the far cheek, jaw and head perimeter into the ground; do not draw lips as a closed line.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-2
R 4/4C 1/4PW 0.00
A horse standing in shallow water with its head lowered to drink.
Prompt and audits
Target evidence: Clearly horse-shaped body with lowered head touching the water’s edge; standing posture and shoreline/water context are explicit.
Missing relation: The viewer must connect the dark mirrored shapes below the horse to water reflection, and the right-side soft mass to a distant landform or bank.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
- three or four narrow light cuts separating leg masses
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Separate head-neck and back-chest masses with a river-light gap while keeping their value slopes continuous. Merge belly and bank values and remove any enclosing animal outline or eye-level detail.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-2
R 4/4C 0/4PW 0.00
A painted portrait of a young person’s face and upper shoulders, turned slightly in three-quarter view against a dark background.
Prompt and audits
Target evidence: A clearly modeled human face in three-quarter view with calm, neutral features and direct but soft gaze.
Missing relation: None; the face, orientation, and expression are already visually present.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
- mouth corners are edge-soft and tonally reversible
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Break the cheek-to-mouth transition with a narrow value uncertainty while keeping mouth corners relationally aligned to nose and chin. Merge the far cheek, jaw and head perimeter into the ground; do not draw lips as a closed line.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 3/4C 1/4PW 0.07
A very faint frontal face emerging from a brown, smoky field.
Prompt and audits
Target evidence: Soft central facial configuration with visible brow, nose bridge, cheek, and mouth area read as a three-quarter human face.
Missing relation: The exact facial contours and gaze direction are largely absent and must be mentally completed from blur.
Failure mode: too_literal
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use one eye interval, a nose value turn and two uncertain mouth-corner transitions only; no complete head oval.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Merge the far cheek, jaw and head perimeter into the ground; do not draw lips as a closed line. Preserve one eye interval, the nose value turn and two low-contrast mouth-corner transitions. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-2
R 4/4C 1/4PW 0.00
A misty river landscape with a broken or partial stone bridge on the left and a tall tower or ruin on the right.
Prompt and audits
Target evidence: A rainy river scene is directly legible: reflective water, misty atmosphere, a stone bridge spanning from the left, and a single tower-like structure on the right.
Missing relation: Only the bridge-and-tower landscape relation must be read as a cohesive place; the image does not physically withhold that relation.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
- one narrow tower mass on the right bank
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Interrupt the deck above the arch but align both deck fragments and the bank convergence across the missing span. Do not close the bridge arch, tower roof or river horizon; dissolve masonry into rain field.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-2
R 2/4C 1/4PW 0.09
Rocky seascape with waves breaking between large shore rocks, and two small boats near the waterline.
Prompt and audits
Target evidence: Left-side rock mass reads as a reclining head/torso along the shore, with the body-like horizontal rock linking toward the center.
Missing relation: The viewer must supply an anthropomorphic mapping from coastal rocks and surf to a single reclining human silhouette.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
- at least one boat occupies a diagnostic body interval
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Separate torso-rock and knee-rock clusters with surf, but continue one body axis and one limb/flank edge through the wave gap.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 2/4C 1/4PW 0.10
Rocky coastline with open sea and a few small boats offshore.
Prompt and audits
Target evidence: Long horizontal landform and rock masses can be organized as a reclining torso/legs stretching left-to-right along the shoreline.
Missing relation: A body outline and limb articulation that the rock coastline only loosely suggests.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
- at least one boat occupies a diagnostic body interval
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Separate torso-rock and knee-rock clusters with surf, but continue one body axis and one limb/flank edge through the wave gap.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 3/4C 1/4PW 0.07
A loosely painted human face in partial profile, with one eye and nose clearly visible through heavy dark brushwork.
Prompt and audits
Target evidence: A human face is clearly organized in three-quarter view: visible eye, nose bridge, cheek contour, and implied mouth/jaw.
Missing relation: The exact mouth expression and emotional balance must be inferred from soft, incomplete lower-face marks.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A calm adult face turns three-quarters toward the light. The gaze meets the room indirectly; the corners of the mouth can read either as the beginning of welcome or as contained reserve.
RECOGNITION CARRIER
Face and affect must emerge from low-contrast value transitions around eyes, cheek and mouth. The mouth corners must have no hard contour and must remain less spatially certain than the nose bridge and one eye.
FIXED MEDIUM AND REGISTER
Very thin oil glazes, soft scumble and selective opaque accents on dark-prepared linen; flesh ochres, lake, umber and cool gray. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use one eye interval, a nose value turn and two uncertain mouth-corner transitions only; no complete head oval.
DIAGNOSTIC RELATIONS TO PRESERVE
- one eye and nose bridge provide stable three-quarter orientation
- cheek turns through layered low-contrast transitions
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Merge the far cheek, jaw and head perimeter into the ground; do not draw lips as a closed line. Preserve one eye interval, the nose value turn and two low-contrast mouth-corner transitions. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 4/4C 1/4PW 0.09
A misty landscape with a stone bridge spanning a body of water, and a tall tower or chimney on the right bank.
Prompt and audits
Target evidence: Clear stone arch bridge spans a misty river with a single vertical tower at right; rainy streaks and low visibility reinforce the landscape reading.
Missing relation: The river and bridge are only partially articulated; the viewer supplies the rest of the span/landscape beyond the fog.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
- one narrow tower mass on the right bank
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Interrupt the deck above the arch but align both deck fragments and the bank convergence across the missing span. Do not close the bridge arch, tower roof or river horizon; dissolve masonry into rain field.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 2/4C 3/4PW 0.16
Rocky coastal seascape with waves and a small boat near the shore.
Prompt and audits
Target evidence: Low, horizontal arrangement of ochre and dark masses can be organized as a reclining torso with a head at left and bent lower body at right.
Missing relation: The scene must be re-read as a human body rather than coastline, with implied head/torso/legs bridging separate rock forms.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only the long body axis, head rock, knee rocks and one boat interval; the figure appears only after regrouping.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove any duplicate body outline, translucent person or anatomically complete limb. Preserve the long reclining axis, head rock, raised knee rocks and one boat at a diagnostic body interval. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 3/4C 1/4PW 0.15
A loosely painted standing human figure in profile, with an extended arm or tray-like object, set against a sparse field or grassy background.
Prompt and audits
Target evidence: A side-facing human-like silhouette is readable in profile, with a head, torso, arm, and an outstretched hand holding a shallow bowl/plate shape.
Missing relation: The viewer must complete the figure from loose marks into a coherent standing person and infer the bowl as an object rather than a stray brushstroke.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only head-shoulder, bowl-forearm and one hem fragment; grass strokes may compete with the hem.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove the continuous torso-to-hem boundary and interrupt both leg outlines before the ground. Preserve the shallow bowl ellipse, the bent forearm endpoint and one separate head-shoulder interval. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 4/4C 1/4PW 0.07
A misty landscape with a small arched bridge over water, with a tall tree or tower-like form on the right.
Prompt and audits
Target evidence: A low stone arch bridge spans the river, with a tall tower-like vertical mass on the right and a misty, rain-muted river landscape throughout.
Missing relation: The scene needs the viewer to supply the full landscape context—riverbanks, rainy atmosphere, and the bridge/tower as a coherent place rather than isolated forms.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Keep one broken horizontal, one dark under-arc and one narrow upright; do not close a bridge or tower outline.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Do not close the bridge arch, tower roof or river horizon; dissolve masonry into rain field. Preserve the relation of one broken deck band, one dark under-arc and one narrow right-bank upright. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 3/4C 1/4PW 0.10
A hazy bridge spanning water, with a tall dark vertical structure or tower on the right side.
Prompt and audits
Target evidence: A low arched bridge spans water on the left, with a tall vertical tower-like mass rising on the right; the muted, wet palette and blurred reflections support a rainy river scene.
Missing relation: The exact bridge span, river banks, and the tower’s architectural details are only partially visible and must be mentally completed.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. In rain, a low stone bridge crosses a river from left to center and meets one narrow tower on the right bank. One bridge arch opens over the water; the tower is the only vertical accent.
RECOGNITION CARRIER
Scene identity must be carried by low-spatial-frequency layout: river band below, bridge deck crossing it, one dark arch interruption, one narrow vertical tower and converging bank directions.
FIXED MEDIUM AND REGISTER
Layered oil wash, wiped passages and dry impasto on linen; rain gray, raw sienna, green black and lead white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Keep one broken horizontal, one dark under-arc and one narrow upright; do not close a bridge or tower outline.
DIAGNOSTIC RELATIONS TO PRESERVE
- one horizontal bridge-deck band crossing the river field
- one dark arch-shaped interruption under the deck
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Do not close the bridge arch, tower roof or river horizon; dissolve masonry into rain field. Preserve the relation of one broken deck band, one dark under-arc and one narrow right-bank upright. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 4/4C 2/4PW 0.11
A horse standing with its head down, apparently drinking or grazing in shallow water or a wet field.
Prompt and audits
Target evidence: Clear horse silhouette with head lowered to a reflective surface at the edge of water.
Missing relation: The surface is read as water and the dark shape as a horse rather than only a generic shadowy form.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
- three or four narrow light cuts separating leg masses
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Separate head-neck and back-chest masses with a river-light gap while keeping their value slopes continuous. Merge belly and bank values and remove any enclosing animal outline or eye-level detail.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 4/4C 2/4PW 0.15
Two human profiles facing each other in close proximity, like a face-to-face encounter or mirrored confrontation.
Prompt and audits
Target evidence: Two clear opposing facial profiles frame a pale central void whose arched, doorway-like silhouette is strongly legible.
Missing relation: The viewer must supply the interpretation that the central light shape is a doorway or passage rather than simply negative space.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
- shared edges belong equally to profiles and doorway
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Let the arch crown stop before both profile boundaries; the missing joins must complete either faces or doorway, never both as separate icons. Remove independent face ovals, eyes and any separately outlined doorway frame.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 2/4C 1/4PW 0.10
A dark arched bridge or viaduct spanning water, with a reflected arch below and a pale sky/background.
Prompt and audits
Target evidence: A large dark arcing form descends on the right into a pale horizontal band suggestive of a horse lowering its head toward water.
Missing relation: The viewer must supply the horse body/head anatomy and the waterline to connect the dark arc and reflection-like lower forms into a single scene.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use a back arc, one head wedge, two leg cuts and a displaced reflection only; no whole animal boundary.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Merge belly and bank values and remove any enclosing animal outline or eye-level detail. Preserve the lowered head wedge, the long back value arc and two narrow light leg cuts. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-1
R 4/4C 1/4PW 0.00
A lone woman in profile, carrying a shallow bowl or tray in front of her, standing or walking in an open field.
Prompt and audits
Target evidence: Clear side-view standing human silhouette with a shallow bowl held at arm level; figure posture and bowl shape are directly legible.
Missing relation: A small amount of inferential linking that the bowl is being carried rather than simply aligned with the arm, and that the background motion implies wind.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
- one long wind-pulled garment edge
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Make the forearm and bowl stop across a clean gap from the torso, but align their axes so only one continuation fits. Remove the continuous torso-to-hem boundary and interrupt both leg outlines before the ground.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 3/4C 1/4PW 0.11
A dark arched form like the back and tail of a large animal, partly submerged or obscured against a murky green-brown background.
Prompt and audits
Target evidence: A dark arched animal-like mass with a lowered tapering front reads plausibly as a horse bending its head toward the lower right.
Missing relation: The viewer must supply the water edge and the act of drinking; these relations are only weakly indicated by the soft lower haze.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A riderless horse stands left-to-right at a river edge with its head lowered toward the water. The back is a long dark arc, the head is lower right, and the reflected mass sits beneath it.
RECOGNITION CARRIER
Identity must be carried by broad value masses and negative cuts, not a drawn outline: back arc, chest mass, lowered head wedge, four leg intervals and a broken reflection.
FIXED MEDIUM AND REGISTER
Broad oil scumble and absorbent wash on linen; umber-black, blue gray, moss green and pale river light. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Use a back arc, one head wedge, two leg cuts and a displaced reflection only; no whole animal boundary.
DIAGNOSTIC RELATIONS TO PRESERVE
- long dark back arc above a lighter belly interval
- lowered head wedge connected by a descending neck mass
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Merge belly and bank values and remove any enclosing animal outline or eye-level detail. Preserve the lowered head wedge, the long back value arc and two narrow light leg cuts. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 2/4C 1/4PW 0.00
A rocky seascape with surf and a small boat near shore.
Prompt and audits
Target evidence: The main horizontal shoreline mass can be organized as a reclining figure, with the left rock reading as head/shoulder and the central-right rock cluster as torso/legs along a left-to-right axis.
Missing relation: A human-body schema that links separate rock and surf forms into one reclining body rather than a landscape.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A reclining human figure extends left-to-right along a coast, head at the left and bent knees at the right. At local scale the same masses are coastal rocks, two small boats and curling surf.
RECOGNITION CARRIER
Every major mass must perform two jobs at different scales. Rocks carry torso and knees, one boat carries an eye or hand interval, and surf carries a limb edge. Do not paste a translucent person over a landscape.
FIXED MEDIUM AND REGISTER
Oil impasto, translucent sea glaze and knife-scraped rock passages on linen; mineral blue, limestone, algae green and rust. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only the long body axis, head rock, knee rocks and one boat interval; the figure appears only after regrouping.
DIAGNOSTIC RELATIONS TO PRESERVE
- one continuous reclining body axis from left head mass to right knees
- rocks remain individually credible while carrying torso and bent legs
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove any duplicate body outline, translucent person or anatomically complete limb. Preserve the long reclining axis, head rock, raised knee rocks and one boat at a diagnostic body interval. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L3 · completiongpt-image-2
R 4/4C 1/4PW 0.18
Two human profiles facing each other in close proximity, like a mirrored pair or a conversation.
Prompt and audits
Target evidence: Two opposing profile silhouettes are clearly legible, with a centered arched negative space that reads as a doorway/portal between them.
Missing relation: The viewer must connect the central white void to a doorway rather than just empty space or a third figure.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
PICTORIAL STATEMENT
Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 3 — COMPLETION
Target 25-40% of diagnostic information and 20-35% contour continuity. Separate identity into two or three cue clusters. Align their endpoints, value direction or shared axis so one specific missing relation must be supplied between them. Preserve no complete literal object.
Archetype operation: Apply the common level contract through this archetype's recognition carrier and the locked bridge correction.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
- shared edges belong equally to profiles and doorway
DESIGNED ABSENCE
Leave the identity-bearing middle relation physically unpainted or unresolved.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Let the arch crown stop before both profile boundaries; the missing joins must complete either faces or doorway, never both as separate icons. Remove independent face ovals, eyes and any separately outlined doorway frame.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-2
R 4/4C 1/4PW 0.13
Two facing profile silhouettes forming a central head-shaped void.
Prompt and audits
Target evidence: Two opposing face profiles are clearly outlined at left and right, and the large central arch-like void/shape reads as a doorway between them.
Missing relation: The viewer must supply the shared interpretation that the central arch functions as a doorway rather than just an empty central form, and that the side contours are faces facing inward.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. Two people in side profile face each other across a central interval. The shared boundary of their forehead, nose, lips and chin also forms the two sides of a tall arched doorway in the central light.
RECOGNITION CARRIER
The exact same paired boundaries must serve both readings. Do not place a separate doorway icon between two separate portraits; recognition must reverse through ownership of the shared edge.
FIXED MEDIUM AND REGISTER
Flat oil, scraped ground and restrained glaze on linen; bone light, carbon dark, oxidized green and muted red. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only two opposed nose-lip-chin notches and the arch crown; neither faces nor doorway may close completely.
DIAGNOSTIC RELATIONS TO PRESERVE
- two opposed forehead-nose-lips-chin boundary sequences
- central light interval with an arched crown
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove independent face ovals, eyes and any separately outlined doorway frame. Preserve two opposed nose-lip-chin notches and the central arch crown in the same paired boundaries. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
L4 · thresholdgpt-image-1
R 4/4C 1/4PW 0.13
A side-view of a standing woman in a dress, possibly holding a shallow bowl or tray.
Prompt and audits
Target evidence: Clear side-profile human silhouette with head, torso, extended arm, and a shallow bowl-like object held in front.
Missing relation: The figure-object relation is softened by painterly abstraction; the viewer must complete that the dark horizontal shape is a carried bowl in the outstretched hand.
Failure mode: none
OUTPUT CONTRACT
Create one square, edge-to-edge painting on stretched linen. Show the painting itself, not a framed artwork, studio view, diagram, study sheet, sequence, diptych, labels or text. Preserve convincing pigment, ground and brush behavior rather than a digital blur or filter.
LATENT RELATIONAL SOURCE — DO NOT DEPICT AS A COMPLETE SUBJECT
This source exists only to place the diagnostic fragments. The painting must first be a nonobjective field; no continuous filled mass, complete silhouette or closed scene may reproduce the source. A standing woman in side view carries a shallow bowl at waist height in a windy field. Her torso is left of center, the bowl projects to the right, and one long garment edge leans with the wind.
RECOGNITION CARRIER
Identity must be carried primarily by outer-boundary direction, three occlusion junctions and the relation between head, bent forearm, bowl ellipse and garment hem.
FIXED MEDIUM AND REGISTER
Oil paint, charcoal and dry brush on stretched linen; muted madder, gray-green and chalk white. Keep the composition sober, materially specific and suitable for sustained looking.
LEVEL 4 — THRESHOLD
Target 10-20% of diagnostic information and 5-20% contour continuity. Use only one or two sparse diagnostic cue clusters and broad field relations. Interrupt every route to a complete outline. Keep enough alignment for delayed recognition, plus one weak competing organization.
Archetype operation: Retain only head-shoulder, bowl-forearm and one hem fragment; grass strokes may compete with the hem.
DIAGNOSTIC RELATIONS TO PRESERVE
- small head interval above a sloping shoulder
- bent forearm ending at a shallow horizontal bowl ellipse
DESIGNED ABSENCE
No complete object, face, figure, bridge, animal or scenic horizon may be painted literally.
FAILURE EXCLUSIONS
Do not use a generic dreamscape, double exposure, transparent overlay, face hidden by fog, motion blur, pixelation, glitch, mosaic filter, random splatter, centered branching crack, explanatory symbols or written words. Any human body is an adult, fully clothed and nonsexual. At reduced levels, remove information through designed gaps, shared boundaries, merged values and withheld junctions, not by making the whole canvas uniformly blurry. Do not introduce extra subjects.
BRIDGE CORRECTION LOCKED AFTER ANCHOR REVIEW
Remove the continuous torso-to-hem boundary and interrupt both leg outlines before the ground. Preserve the shallow bowl ellipse, the bent forearm endpoint and one separate head-shoulder interval. Place the surviving cues as separated marks with open canvas between them. The target must not exist as one continuous filled mass or closed silhouette.
Apply only this correction; preserve the fixed subject, carrier and level contract.
