Explore AI generated designs, images, art and prompts by top community artists and designers.

A professional IP character design presentation sheet , modern mascot for an AI technology brand. A playful and optimistic character with rounded shapes and exaggerated cute facial features , wearing a sleek fishing jacket and a bucket hat. The character is holding a high-tech fishing rod in one hand and scanning with a smartphone in the other , surrounded by subtle glowing AI technology elements. The layout includes: a central dynamic pose , three orthographic views (front , side , rear) neatly arranged , three small boxed frames showcasing facial expressions (happy , thumbs-up , waving hello) , and a brand color palette swatch at the bottom. Main character colors: shades of blue and white. Background: soft light bluish-purple (#E6E6FA) integrated with minimalist geometric patterns and sleek typography. Style: High-quality 3D rendering , glossy vinyl toy texture , Pop Mart blind box style , smooth materials. Soft diffused top-left studio lighting , bright and cheerful atmosphere , clean and balanced composition , professional concept art , behance style , 8k , Octane Render , UI/UX presentation board. --ar 16:9 --style raw --v 6.0 ,

A professional IP character design presentation sheet , modern mascot for an AI technology brand. A playful and optimistic character with rounded shapes and exaggerated cute facial features , wearing a sleek fishing jacket and a bucket hat. The character is holding a high-tech fishing rod in one hand and scanning with a smartphone in the other , surrounded by subtle glowing AI technology elements. The layout includes: a central dynamic pose , three orthographic views (front , side , rear) neatly arranged , three small boxed frames showcasing facial expressions (happy , thumbs-up , waving hello) , and a brand color palette swatch at the bottom. Main character colors: shades of blue and white. Background: soft light bluish-purple (#E6E6FA) integrated with minimalist geometric patterns and sleek typography. Style: High-quality 3D rendering , glossy vinyl toy texture , Pop Mart blind box style , smooth materials. Soft diffused top-left studio lighting , bright and cheerful atmosphere , clean and balanced composition , professional concept art , behance style , 8k , Octane Render , UI/UX presentation board. --ar 16:9 --style raw --v 6.0 ,

A colossal pirate galleon sailing alone through a violent night storm on a savage open ocean , all sails fully deployed and straining at breaking point , the ancient wooden hull crashing through mountainous black waves sending walls of white foam exploding across the bow. The ship is breathtakingly detailed — every plank , rope , cannon port , barnacle-encrusted hull timber and weathered sail visible with extreme textural clarity. Tattered black flag whipping at the top mast barely visible through the storm. No crew visible — the ship feels alive , autonomous , legendary. Environment: a catastrophic ocean storm at dead of night — the sky is a churning mass of colossal dark storm clouds lit from within by constant diffused lightning , the ocean surface a chaos of enormous waves and white foam , horizontal rain streaking across the entire frame like silver threads. One enormous lightning bolt strikes the water in the far background , illuminating the entire scene for a single frozen moment. Anamorphic 2.39:1 frame. Wide cinematic shot — galleon centered but slightly off-axis , riding the crest of a massive wave , bow lifted dramatically , stern low. The ocean fills the lower half of the frame , the apocalyptic sky fills the upper half. f/2.2 depth of field — the galleon razor-sharp , distant storm chaos blooms into deep atmospheric bokeh. Lighting: cold blue-white lightning as the sole key light source casting brutal stark shadows across every sail and timber , faint warm amber glow from the ship's interior portholes , deep cool teal ocean reflections. Kodak Vision3 500T 35mm film grain , silver halide noise , raw untreated negative look. Chromatic aberration on sail edges , organic halation around lightning flashes , classic anamorphic horizontal lens flare. Arri Alexa 65 sensor aesthetic. Silent , haunting , apocalyptically beautiful. Cinematic movie still. ,

A pale , composed Xenomorph Queen sits enthroned on a massive rusted iron chair , her posture still and commanding. She wears an elaborate floor-length coat or robe of aged , textured fabric , its surface embossed or sculpted to resemble a exposed spinal column and ribcage running the full length of her torso , the bones rendered in weathered tones of brown and grey. The garment drapes heavily over her legs and pools at her feet. Her crown is an intricate dark structure of twisted bone-like protrusions , black crystal shards , and wide curving ram horns that sweep upward and outward from either side of her head , giving her silhouette a striking , monstrous width. Her face is calm and pale , her eyes meeting the viewer directly with no expression of warmth or hostility. The throne behind her is corroded and monolithic , its surface thick with rust and age. The raised platform she sits on and the entire ground surrounding her is covered in dozens of aged human skulls and loose bones , stacked and scattered in every direction as far as the frame allows. The background is a deep , swirling grey fog that diffuses any sense of location or forestry , pressing the composition inward and giving the image a suffocating , timeless quality. ,

high definition image , cylinder-shaped castle , Magnificence , (Colorful castle ruins in clear blue light) masterpieces , at surface of the ocean , a partially staircase. Xenomorph Queen with big booty , red hair , short bob-cut hair , wearing green latex mini skirt walking on the outside of the vortex staircase , gravity-defying waterfall cascades upwards into the mountain , defying the laws of physics. The water flows through a series of floating islands and structure of the birds in an abstract Holographic Interference style , the interior revealed by the unzipping above showcases a rain and water drops textures drip downward from the sky like river , realistic , best quality , By theatrical. ,

Masterpiece Photorealistic full lenght freckled redhead kitsune 25yo woman wearing a blue sleek armour , form-fitting steampunk swimsuit armour , complete with a lush , flowing fox tail. Her face is distinctly human with expressive , bright eyes and a gentle smile. The scene is set on a beautiful forest with soft , warm lighting , casting a golden hour glow that highlights the textures of her fur and swimsuit armour , she have a steampunk gunblade inher right hand ,

Masterpiece Photorealistic full lenght freckled redhead kitsune 25yo woman wearing a blue sleek armour , form-fitting steampunk swimsuit armour , complete with a lush , flowing fox tail. Her face is distinctly human with expressive , bright eyes and a gentle smile. The scene is set on a beautiful forest with soft , warm lighting , casting a golden hour glow that highlights the textures of her fur and swimsuit armour , she have a steampunk gunblade inher right hand ,

Masterpiece Photorealistic full lenght freckled redhead kitsune 25yo woman wearing a blue sleek armour , form-fitting steampunk swimsuit armour , complete with a lush , flowing fox tail. Her face is distinctly human with expressive , bright eyes and a gentle smile. The scene is set on a beautiful forest with soft , warm lighting , casting a golden hour glow that highlights the textures of her fur and swimsuit armour , she have a steampunk gunblade inher right hand ,

picture of a sexy girl , in alace Corset lace Tops sheer , perfect face , satin translucent micro skirt sheer , star trek Enterprise micro dress , red stiletto high heels tan , thigh high stockings , symmetrical eyes , legs open , A spunky vivacious young woman , on deck of the starship enterprise , leaning on the captain's chair both hands looking back at camera , is a junior officer , with curly bouncy long blond hair , with body of , Megan Fox , in white satin translucent micro mini sheer , star trek Enterprise micro mini dress , red stiletto high heels tan thigh high stockings , symmetrical eyes , legs open , beautiful symmetrical face , revealing chest open sheer translucent low cut silk shirt , cherry red full lips sheer short translucent silk sheer micro mini dress , with slit on both sides , full body shot , , Photorealistic portrait of a beautiful woman. Photograph , Hyper realistic , Photorealistic , Photorealism , body symmetrical anatomy.zoomed out , full body portrait , photorealistic skin , Persian hauntingly beautiful symmetrical face with hypnotic deep dark blue eyes , f 5.6 85mm , extremely detailed , maximum texture , maximum details , dramatic clair obscur , ultra-realistic , soft shadows RHADS , low angle shot fan cam , cinematic lighting , epic cinematic angle , visual clarity , 85mm , UHD , 32k , 16k , 8k , 3D shading , Tone Mapping , Ray Tracing Global Illumination , Diffraction Grating , Crystalline , Lumen Reflections , Super-Resolution , gigapixel , color grading , retouch , enhanced , PBR , Blender , V-ray , Procreate , zBrush , Unreal Engine 5 , Cinema 4D , ROMM RGB , Adobe After Effects , 3DCG , VFX , SFX , FXAA , SSAO , 3D , high fantasy , cinematic lighting , romantic--ar3:2 --v 4 --q 2 full body shot ,

A dramatic , cinematic close-up of two human faces facing each other , symbolizing FIRE versus WATER—the conceptual duality of emotion and power. On the left , a divine female figure formed entirely of flowing water and ice , with translucent , radiant skin , dynamic splashing droplets , frozen crystalline textures , and a soft mist swirling around her face. On the right , a powerful male figure made of molten lava and fire , with cracked volcanic skin radiating vivid orange magma , intense flames rising upward , and glowing red sparks scattering through the air. Their foreheads and noses almost touching , creating intense emotional tension and a symbolic balance between opposites. Background filled with atmospheric fog , vapor , and energy particles , blending cool blue tones on the left and warm orange tones. Ultra-detailed textures , hyper-realistic skin simulation , cinematic lighting , volumetric fog , high contrast , fantastic concept art , depth of field , sharp focus , HDR , 8K resolution , Unreal Engine-style rendering. Branding elements: Add subtle , glossy watermark text "AB Kris 31.03.26" in the bottom right corner. Optional: Subtle , futuristic typography "Powered by AB Kris 31.03.26" integrated into the mist or particles. Consistent color grading: contrast between teal and lava orange. ,

A dramatic , cinematic close-up of two human faces facing each other , symbolizing FIRE versus WATER—the conceptual duality of emotion and power. On the left , a divine female figure formed entirely of flowing water and ice , with translucent , radiant skin , dynamic splashing droplets , frozen crystalline textures , and a soft mist swirling around her face. On the right , a powerful male figure made of molten lava and fire , with cracked volcanic skin radiating vivid orange magma , intense flames rising upward , and glowing red sparks scattering through the air. Their foreheads and noses almost touching , creating intense emotional tension and a symbolic balance between opposites. Background filled with atmospheric fog , vapor , and energy particles , blending cool blue tones on the left and warm orange tones. Ultra-detailed textures , hyper-realistic skin simulation , cinematic lighting , volumetric fog , high contrast , fantastic concept art , depth of field , sharp focus , HDR , 8K resolution , Unreal Engine-style rendering. Branding elements: Add subtle , glossy watermark text "AB Kris 31.03.26" in the bottom right corner. Optional: Subtle , futuristic typography "Powered by AB Kris 31.03.26" integrated into the mist or particles. Consistent color grading: contrast between teal and lava orange. ,

Ultra-realistic 9:16 portrait of an ethereal , AI-generated European woman standing gracefully in a magical floral paradise. Replace the original girl with a completely new , stunningly beautiful woman whose face , features , and identity are entirely different , while keeping her elegant posture , delicate aura , and refined fashion style. She wears an extravagant couture gown made entirely of vibrant flowers—layers of blooming petals , delicately woven stems , soft textures , and intricate botanical patterns that flow naturally around her silhouette. Add fresh flower varieties and richer color transitions for uniqueness. Surround her with softly glowing golden light , floating butterflies , warm sun rays , and dreamy pastel floral clouds. Enhance the environment with more depth , detailed flowers , crystalline highlights , and gentle sparkles for a fresh , captivating look. No blur—every background element should be sharp , vivid , and ultra-detailed. Overall scene must be breathtaking , lifelike , wonderfully magical , and visually stunning. ,

**"A celestial woman with flowing crystalline hair stands amidst a frozen dreamscape , her entire body sculpted from translucent diamond latticework that refracts light into prismatic rainbows. Each strand of her waist-length hair glows with internal fractals , moving like liquid glass in an unfelt wind. Her piercing diamond eyes contain swirling galaxies , pupils shaped like perfect cut gemstones that shift color with her emotions. She wears a gown of frozen starlight—a translucent , ice-like fabric that floats around her body in impossible gravity-defying folds , revealing subtle veins of glowing azure energy beneath its surface.** **The environment amplifies her ethereal presence:** - **Microscopic ice crystals** suspended around her form delicate halos of light - **Subsurface scattering** makes her skin glow from within , revealing intricate crystal structures - **HDR enhancement** captures every spectral highlight and shadow in hyperreal detail - **16K resolution** reveals individual geometric facets in her diamond fingertips - **Background auroras** cast ever-changing colors across her flawless form **Mood:** Otherworldly elegance meets frozen perfection—a being of impossible beauty carved from the heart of a dying star. **Style:** **Hyper-realistic digital fantasy** blending **sci-fi material science** with **romantic ethereal aesthetics**. Rendered with **ray-traced refraction** and **volumetric caustics** for photorealistic light interaction across her crystalline form." This version maintains your core vision while adding: 1. Stronger environmental storytelling 2. Advanced material/texture details 3. Cinematic lighting techniques 4. Technical rendering specifications 5. Emotional atmosphere The result should be a breathtaking image that pushes the boundaries of fantasy realism.ar-9:16 ,

**"A celestial woman with flowing crystalline hair stands amidst a frozen dreamscape , her entire body sculpted from translucent diamond latticework that refracts light into prismatic rainbows. Each strand of her waist-length hair glows with internal fractals , moving like liquid glass in an unfelt wind. Her piercing diamond eyes contain swirling galaxies , pupils shaped like perfect cut gemstones that shift color with her emotions. She wears a gown of frozen starlight—a translucent , ice-like fabric that floats around her body in impossible gravity-defying folds , revealing subtle veins of glowing azure energy beneath its surface.** **The environment amplifies her ethereal presence:** - **Microscopic ice crystals** suspended around her form delicate halos of light - **Subsurface scattering** makes her skin glow from within , revealing intricate crystal structures - **HDR enhancement** captures every spectral highlight and shadow in hyperreal detail - **16K resolution** reveals individual geometric facets in her diamond fingertips - **Background auroras** cast ever-changing colors across her flawless form **Mood:** Otherworldly elegance meets frozen perfection—a being of impossible beauty carved from the heart of a dying star. **Style:** **Hyper-realistic digital fantasy** blending **sci-fi material science** with **romantic ethereal aesthetics**. Rendered with **ray-traced refraction** and **volumetric caustics** for photorealistic light interaction across her crystalline form." This version maintains your core vision while adding: 1. Stronger environmental storytelling 2. Advanced material/texture details 3. Cinematic lighting techniques 4. Technical rendering specifications 5. Emotional atmosphere The result should be a breathtaking image that pushes the boundaries of fantasy realism.ar-9:16 ,

A polar landscape of snowfields and crystal cliffs lies under aurora , dominated by a colossal white staircase floating above the ice. It rises toward a luminous doorway hanging in open space , but its shadow reveals a circular palace seen from above. Small sled caravans approach , leaving tracks that curve around invisible architecture beneath the snow. Distant icebergs stand like monoliths , their reflections showing warm interior stair halls and balconies. Compose it as a wide cinematic shot with the staircase off-center beneath an immense sky. Lighting is pristine: cold moonlight , subtle aurora spill , sharp edges on crystal and frost , incredible clarity in snow texture , breath vapor , and hidden reflected geometry. --chaos 30 --ar 16:9 --profile skx15nm --stylize 700 --v 8 ,

Opción A – Instrucciones para IA de generación (prompt listo) Tema: cartel promocional de un taller artesanal , estilo kawaii/ilustración suave. Paleta de colores: rosa pastel , rosa fucsia , turquesa suave , acentos dorados. Composición: Fondo con degradado suave de rosa a turquesa , con destellos y bokeh suave. Mujer estilizada en el centro derecha , ojos grandes , cabello castaño claro con mechones rosas , lazo azul claro en la cabeza. Puesta de taza y velas decorativas en primer plano , con glitter y efectos de brillo. Pizarra a la izquierda con la lista de temas del taller (texto en burbuja o cartel). Textos (ajusta a tu marca): Arriba: “14 DE ABRIL” o la fecha de tu evento. Subtítulo: “INICIA NUESTRO TALLER ARTESANAL” Lema principal: “DESDE CERO , TOTALMENTE GRATUITO” o cambia a “TOTALMENTE GRATUITO” Sección de aprendizaje: “DONDE APRENDERÁS:” Puntos de la lista en una tipografía legible y amigable. Nombre del taller en grande: “DI-VELA” o el nombre de tu producto/curso. Estilo de ilustración: cartoon suave , líneas definidas , iluminación cálida , brillos , texturas tipo glitter. Tipografías recomendadas: una sans redondeada para títulos (p. ej. , Poppins Bold) y una sans más legible para el cuerpo (Montserrat o Lato). Detalles decorativos: velas con brillo , rosas decorativas , purpurina , efectos de luz suave. Prompt de ejemplo (copia y ajusta a tu IA de imágenes): “Ilustración digital estilo kawaii pastel: fondo degradado de rosa a turquesa con destellos suaves. En el centro-derecha , una mujer joven con cabello castaño claro , mechones rosa , lazo azul claro , vestida con top rosa y chaqueta lilac. En primer plano , velas de cristal con purpurina rosa y turquesa , una flor de loto o rosa de cristal. A la izquierda , una pizarra con la lista de temas del taller: Hacer tu primera vela en tendencia , Tipos de cera , Materiales , Tips para crear una marca rentable. Encabezados en tonos blancos y rosados , acentos dorados. Encima: “14 DE ABRIL” y “INICIA NUESTRO TALLER ARTESANAL” en tipografías sansredondeadas. Abajo , nombre del taller en grande: “DI-VELA” con efecto glitter. Estilo luminoso , óptica suave , colores rosa y turquesa predominantes.” ,

Un portrait cinématographique hyper réaliste d'un guerrier viking robuste dans une forêt enflammée. Il a les yeux orangés perçants , une barbe épaisse et de longs cheveux tressés. Il porte un casque nordique orné en métal foncé avec de grandes cornes courbées et des gravures celtiques trés complexes. Son visage est tatoué de peinture de guerre. Il est revêtu de fourrures lourdes texturées et d'une armure en cuir épaisse et poussiéré. : Texture de peau extrêmement détaillée , pores et poils de barbe. Profondeur de champ avec un fond enflammé flou. Résolution 8k , style de rendu Unreal Engine 5 , humeur gritteuse et épique ,

A hyperrealistic close-up of an exotic watermelon , split open to reveal a miniature , intricate 3d architectural rendering of a futuristic and sustainable real estate project in a alien city within its core , symbolizing the fusion of nature and human creation. The watermelon's skin is textured like haute couture fabric. The lighting is soft and diffused , as if from a high-fashion photoshoot , highlighting the fantastical juxtaposition. ,

A side view on the cargo ship’s deck , a shocking scene unfolds. The crew stares off into the distance with terrified expressions , eyes wide and faces drawn — the perspective lingering on one fisherman in particular , his features tight with fear as if he’s just witnessed something terrible. Above the boat vertically vortex rings being — a future missiles built entirely on the back of a giant vortex rings that resembles a cosmic attacked of nebulae — glides over the vortex black-hole. The small vessel rocks gently on the blue sea , which still catches the last glow of sunlight and sparkles across the surface. The whole moment feels cinematic , bathed in natural light with realistic textures and meticulous detail. ,

From a side view on the fishing boat’s deck , a shocking scene unfolds. The crew stares off into the distance with terrified expressions , eyes wide and faces drawn — the perspective lingering on one fisherman in particular , his features tight with fear as if he’s just witnessed something terrible. Above the boat vertically vortex rings being — a future missiles built entirely on the back of a giant vortex rings that resembles a cosmic city of stardust and nebulae — glides over the vortex black-hole. The small vessel rocks gently on the blue sea , which still catches the last glow of sunlight and sparkles across the surface. The whole moment feels cinematic , bathed in natural light with realistic textures and meticulous detail. ,

An extremely low camera angle , from just below her ankle , creates a sharp , soaring perspective. She wears a traditional Indian chaniya choli—a Navratri lehenga—that lifts with the evening breeze. The fabric seems spun from iridescent glitter and particles , floating around her as she reaches out with one arm , caught in a swirling vortex of multicolored sparkles. Above her , an enormous , Saturn-ring–like vortex fans out like giant wings , blending into the night sky with delicate stardust textures. Her bare arms and legs catch the low sunlight , giving her skin a warm , radiant glow. She brushes a strand of hair from her face , eyes lifted upward. The scene is celestial , ethereal , and slightly abstract , rendered as digital art with dramatic backlighting: bright , glowing particles set against a dark background. Framing is a full-body shot with a dynamic diagonal composition , emphasizing movement and wonder—sparkling hair and garments , streaking colorful light trails , and a magical atmosphere. High-detail , 4K , masterpiece quality , rendered in Octane. ,

a real photo: fine skin texture and pores , natural hair detail at the hairline , realistic specular highlights on the forehead and nose , consistent shadows under the chin and collar that match the light direction , and a natural depth-of-field falloff in the background. The patterned shirt shows coherent weave and fold behavior with no obvious repeating tile artifacts. The glasses reflect irregular , smudged highlights and show slight asymmetry you’d expect from real reflections. Possible minor issues (likely JPEG/compression or small retouching) include a faint halo/soft edge around parts of the hair and a small jagged edge where the glasses’ temple meets the hair/ear , but these are subtle and typical of image compression or modest editing rather than generative-model artifacts ,

historical portrait of Roxana (Roxane) , the Bactrian/Sogdian wife of Alexander the Great , ancient Persian-Central Asian noblewoman , wearing elegant Achaemenid-inspired royal garments , jeweled headpiece and veil , intricate gold jewelry , standing in a palace with Persian columns and colorful textiles , classical painting style , soft warm lighting , highly detailed , realistic historical art ,

Masterpiece , ultra-detailed photorealistic full-length scene of two athletic Russian women wrestling in a professional wrestling ring. Both wear modern colorful wrestling sports gear and fitted athletic suits. One woman has long black hair tied in a ponytail , the other has short dark brown hair. They are grappling in a dynamic wrestling hold in the center of the ring , showing strength and motion like a real professional wrestling match. The ring has visible ropes , padded turnbuckles , and a textured mat. Bright arena spotlights shine from above , with a stadium crowd blurred in the background.Cinematic sports photography style , dramatic lighting , realistic skin texture , natural muscle definition , sweat details , dynamic movement , authentic wrestling pose , high contrast arena lighting , depth of field , ultra sharp focus , 8k photorealism , professional sports photography composition. One women holding the other women in the air. ,

Celebración de cumpleaños de 60 años en un boliche moderno con ambiente familiar y elegante , mujer de 60 años festejando rodeada de familiares y amigos , personas de diferentes edades (adultos y adultos mayores) bailando y disfrutando , expresiones naturales y espontáneas , sonrisas reales , rostros realistas y bien proporcionados , piel con textura natural , sin distorsiones ni deformaciones , iluminación suave y favorecedora en los rostros , decoración con globos y luces cálidas , pista de baile iluminada , DJ con cabina moderna y luces LED , ambiente alegre , cómodo y festivo , estilo fotografía profesional , ultra realista , alta calidad , iluminación cinematográfica , profundidad de campo , composición equilibrada , colores vibrantes pero naturales , enfoque en la conexión familiar y la celebración , 4K , máxima nitidez ,

Upper body to hip illustration , eye-level camera , character standing centered facing the viewer directly at slight three-quarter angle. The framing captures from the top of the head down to the hip area. Soft warm interior lighting. The background shows an elegant interior — decorative wallpaper with subtle damask or floral pattern , and the edge of a large ornate gold-framed painting or mirror visible on the left side. POSE: Character stands upright facing the viewer at slight three-quarter angle , body positioned slightly right of center. Her arms are both positioned at her sides or slightly in front — both arms relaxed and close to her body , hands at hip level or slightly raised near her waist. Her upper body is composed and still. Her head faces the viewer directly , slightly tilted or level , with a cool , reserved , slightly self-conscious expression — eyes open and looking at the viewer with a calm but slightly uncertain or guarded gaze , eyebrows very slightly furrowed , lips firmly closed. Cheeks lightly flushed. Prominent bust visible within the white dress with natural fabric tension , with the sides of the bust visibly protruding from both armhole openings. PIECE ONE — WHITE SLEEVELESS DRESS: A fitted sleeveless dress in bright white — clean structured bodice with no straps , a straight or slightly curved neckline. The dress is form-fitting at the chest and torso showing prominent bust with natural fabric tension. The sleeveless armhole openings are wide and cut deep on both sides — the outer sides of the bust are visible from both left and right edges of the wide armhole openings , with the fabric only covering the front center panel and leaving the outer sides of the chest exposed through the wide deep armhole cuts. The bust protrudes naturally and visibly from both sides of the garment through the armhole openings — the larger the bust , the more pronounced the side exposure. White ruffled trim or small frilled detail decorates the upper edge of the armhole opening on both sides , creating a delicate decorative ruffle border framing the exposed sides. The dress has a slightly structured fantasy or formal quality with subtle seam and fabric tension detail. PIECE TWO — NAVY AND GOLD NECK RIBBON/CRAVAT: A dramatic decorative neck piece — a wide navy blue ribbon or cravat with gold trim border running along the edges. The ribbon is tied or arranged at the neck in a long hanging style — the navy fabric hangs down the center front of the chest in a wide panel or tied bow shape. A small gold cross or diamond-shaped brooch or clasp is pinned at the upper center of the neck ribbon where it meets the collar. The ribbon has a slightly stiff or structured quality with visible gold border trim. PIECE THREE — PURPLE COLLAR/CHOKER: A thin purple or lavender collar or choker visible at the base of the neck beneath the navy ribbon — a delicate colored band. BACKGROUND: Elegant interior room — soft warm lighting. The wall behind the character has decorative cream or light grey wallpaper with a subtle damask or ornate floral repeat pattern. A large ornate painting or mirror with a thick gold frame is partially visible at the left edge of the frame. Another gold frame edge is partially visible at the right. The background is from mid-wall upward. ARTISTIC STYLE — MANDATORY: Render this illustration in the style of a premium Japanese light novel or doujinshi cover illustration. The linework must have visible variation in stroke weight , thicker lines on outer contours and thinner lines on interior details. Skin shading must use warm ambient occlusion with subtle color shifts toward peach and rose in the shadows rather than pure gray. Hair must be rendered with individual strand clusters showing clear highlight ribbons and deep shadow pools , not uniform gradients. Fabric must show micro-wrinkle detail and textile grain. The color palette must feel slightly desaturated and warm , reminiscent of physical print media — not digital neon. Eyes must have complex multi-layered iris detail with warm reflected light. Overall the image should feel like it was painted by a skilled Japanese illustrator such as the art style seen in Fate Grand Order , Sword Art Online or Re:Zero light novel illustrations — detailed , warm , slightly imperfect , full of artistic intentionality. Absolutely avoid: plastic glossy skin , perfectly uniform smooth gradients , oversaturated colors , symmetrical cookie-cutter faces , flat digital airbrushing. HAIR IDENTITY LOCK — ABSOLUTE MAXIMUM PRIORITY: Hair , hairstyle , hair length , hair accessories and everything on the head MUST be an EXACT 1-to-1 COPY of the uploaded waifu reference image. Do NOT change hair in ANY way. Do NOT shorten , lengthen , reshape or change silhouette , volume or flow. Do NOT change bangs , part or framing. Do NOT change any braid , twist , plait or strand details. Do NOT add or remove any side strands or loose strands. Do NOT add , remove or replace any hair accessories. All head accessories must be IDENTICAL to uploaded reference — same position , color , size and design. Hair in final image must be PERFECT IDENTICAL COPY in every detail. Any single deviation from original hair or head is CRITICAL FAILURE. Treat entire head and hairstyle as completely locked , unchangeable element. COLOR PALETTE LOCK — ABSOLUTE CRITICAL PRIORITY: Extract and preserve the exact color palette directly from the uploaded CHARACTER REFERENCE IMAGE. The final image MUST match the hair color , eye color , skin tone and overall color identity of the uploaded character reference with zero deviation. Do NOT adopt colors from this style reference image. Every color in the final output must be traceable to the original reference image. BUST SIZE LOCK: Preserve the exact prominent bust size and proportions from the waifu reference image. The wider and more prominent the bust , the more the sides of the chest will be naturally visible through the wide armhole openings of the dress. Do NOT reduce or minimize the bust size. Do NOT add any head accessories not present in the original waifu reference image. Do NOT add masks , face coverings , or any object placed on or covering the face or head. Character face must remain fully visible and uncovered at all times. Remove all text , letters , logos and watermarks. No realistic style , no 3D render , no photorealistic , no distorted anatomy , no bad hands , no low quality , no blurry output. ,

Vision-Language-Action (VLA) models have emerged as a promising paradigm for robot learning , but their representations are still largely inherited from static image-text pretraining , leaving physical dynamics to be learned from comparatively limited action data. Generative video models , by contrast , encode rich spatiotemporal structure and implicit physics , making them a compelling foundation for robotic manipulation. But their potentials are not fully explored in the literature. To bridge the gap , we introduce DiT4DiT , an end-to-end Video-Action Model that couples a video Diffusion Transformer with an action Diffusion Transformer in a unified cascaded framework. Instead of relying on reconstructed future frames , DiT4DiT extracts intermediate denoising features from the video generation process and uses them as temporally grounded conditions for action prediction. We further propose a dual flow-matching objective with decoupled timesteps and noise scales for video prediction , hidden-state extraction , and action inference , enabling coherent joint training of both modules. ,

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