The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
Minimalist vector comparative illustration (Flat design) in Charcoal Gray, Terracotta, and Beige. A faceless lifter silhouette (Charcoal Gray) is executing a lift. On the left side, the lifter is constrained by tangled lines pointing towards the muscles (Internal Focus). On the right side, a single, smooth arrow (Terracotta) points outward, following the barbell's trajectory, symbolizing automatic movement control and high efficiency. Background Beige.
012
Nano Banana
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a golden tan complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Lighting & Optical Effects: Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
025
Seedream 4
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
09
Stable Diffusion
PROMPT: POSE "LYING SIDE-TWIST LOOK-BACK" Positive Prompt: (Camera & Perspective) A medium shot captured from a slightly low rear-side angle, looking towards the subject resting on a piece of furniture. The focus emphasizes the curvature of the lower back and hips. (Pose Orientation) The subject is lying down on their left side (lateral decubitus position) on a soft surface like a sofa. The pose involves a distinct twisting of the spine: the hips are stacked sideways, perpendicular to the surface, while the upper torso is rotated slightly downwards towards the front. (Back & Lower Body Action) There is a noticeable arch in the lower back (lordosis), emphasizing the projection of the gluteal muscles which are prominent from this camera perspective. (Leg Position) The legs are positioned asymmetrically. The bottom (left) leg is bent forward comfortably at the knee, resting on the surface. The top (right) leg is extended straight back behind the hip line, also resting on the surface. (Upper Body & Head Interaction) The right arm is extended backward along the side of the torso, with the right hand resting naturally on the upper hip or glute area. The head is turned back over the right shoulder, with the gaze directed at the camera and a gentle expression. Negative Prompt: lying flat on stomach (prone), lying flat on back (supine), sitting upright, standing, kneeling, straight spine without twist, rigid pose, looking away from camera, legs together, both legs bent tightly, obscuring face.
6795
Seedream 4
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
3187
ChatGPT Image
A hyper-complex scene depicting a creature with anatomically impossible limbsâmultiple torsos merging seamlessly with no visible joints, twisting and bending in ways that defy human or animal anatomy, floating in a zero-gravity environment where physics constantly shift and break, objects melting and reforming mid-air with impossible material properties, colors changing dynamically and unpredictably, intricate mechanical-biological hybrid parts fused with surreal organic shapes, ultra-detailed yet chaotic composition that defies all physical laws, designed to overwhelm and confuse AI models lacking proper data or physical understanding
184
FLUX
The "Biomechanical & Material Physics" Master Prompt Subject & Pose: A high-resolution, 3/4-view raw photograph of a 22-year-old woman with a pale complexion in a seated spinal twist. Her torso is rotated 45 degrees, creating asymmetric mechanical loading on the midsection. Her face is turned toward the lens, making the forehead and hairline clearly visible. Garment Physics (Bobbinet & Drawstring): She is wearing a sports bra and a matching 1-inch headband made of charcoal-grey bobbinet tulle. The bobbinet features a fine, distinct, twisted hexagonal structure with a high modulus of elasticity and low conformability. The underband of the bra features an internal high-tension drawstring (line load) nested within the bobbinet band (area load). Anatomical Interactions (Pressure & Displacement): Torso (Compression Side): On the side of the twist where the internal obliques are contracted, the stiffness of the bobbinet causes sharp-edged, high-pressure soft tissue displacement (spillover). The internal drawstring creates a deep, high-aspect-ratio trench (niche) within the broader indentation of the band. Torso (Tension Side): On the side where the skin is stretched, the bobbinet lies flat and taut, with the drawstring creating a singular, sharp line of constriction against the ribcage. Forehead: The headband creates a sharp pressure ridge against the thin skin overlying the frontal bone. Due to the rigid substrate of the skull, the skin bulges precisely above and below the band. Grid Deformation: The bobbinet's hexagonal cells show extreme anisotropy, appearing elongated diagonally following the torsional stress vectors of the twist. Specular Highlights: Fine beads of moisture (sweat) provide sharp, high-frequency specular highlights on the skin, catching the light particularly on the "peaks" of the spillover. Technical Specifications: 8k resolution, macro-level anatomical detail, focused on the intersection of fabric and skin, sharp focus, deep shadows in the drawstring trench, photorealistic rendering of material tension.
010
Nano Banana