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

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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A woman with a blond ponytail , the age of a college student , dressed in a tank top and short short cutoff jeans , with long bare legs heavily muscled , her feet in high heels She is in a pose showing very large and muscular arms and biceps , broad shoulders , narrow waist and full hips. Her thighs are thick with plates and cords of muscle , leading to her huge and swollen muscled calves. She is 5' 9" , . She is looking at the viewer with a stern look , slightly smiling , has deep blue eyes , and her skin is pale and untanned. She is posing with both arms behind her head , showing her immense biceps. ,

A quiet city park path during a spring shower , lined with cherry blossom trees in full bloom. The rain creates a soft , misty atmosphere , and fallen petals carpet the path. full body view of most beautiful woman , adorned in dress made of iridescent , bioluminescent fabrics that mimic intricate tiny drops shapes. A delicate young woman with a serene expression , standing on a rain-slicked path. She holds a vibrant , oversized umbrella adorned with cherry blossoms. The gentle spring rain causes petals to swirl around her. A vintage-style lamppost casts a warm , inviting glow on the wet scene. The overall mood is peaceful and contemplative. Cinematic film still with a shallow depth of field , capturing the beauty of nature after rain. ,

full body view of most beautiful woman as most beautiful Indian realistic woman with plus size flat stomach , breast size 44 FF , waist 30 , hips 48 , under hips 38 , most beautiful woman in elegant bold color Saree and long curly hairs , hairs tied up with hair style stylishly , necklace , big wide black eyes , full face , standing support with a wall , modern elite photo room , with luxury sofa set , background , spacious modern elite photo room , with luxury sofa set , maroon color carpet , elegant interior designs , vintage lamps , romantic reunion ambience , photorealistic , vibrant colors , intricate details , 8k.elegant interior designs , ,

A woman with a blond ponytail , the age of a college student , dressed in a tank top and short short cutoff jeans , with long bare legs heavily muscled , her feet in high heels She is in a double biceps pose showing very large and muscular arms and biceps , broad shoulders , narrow waist and full hips. Her thighs are thick with plates and cords of muscle , leading to her huge and swollen muscled calves. She is 5' 9" , . She is looking at the viewer with a sinister grin , deep blue eyes , and her skin is white and untanned. ,

evil fairy , dark fairy , full body head to feet in view , high fantasy , insane detailed beautiful face , 8k , high resolution , high quality , detailed , photorealistic , hyperrealistic , detailed matte painting , deep color , fantastical , intricate detail , splash screen , complementary colors , fantasy concept art , cinematic darkness , 8k resolution trending on Artstation Unreal Engine ,

evil fairy , dark fairy , full body view , high fantasy , insane detailed beautiful face , waist , 8k , high resolution , high quality , detailed , photorealistic , hyperrealistic , detailed matte painting , deep color , fantastical , intricate detail , splash screen , complementary colors , fantasy concept art , 8k resolution trending on Artstation Unreal Engine ,

Transform the provided reference photo into a dense urban street scene , golden hour warm sunlight , clear sky , Every advertising surface belongs to SpaceX — building facade wraps , rooftop signs , full bus and taxi wraps , subway entrance tunnels , LED screens , street furniture , crosswalk markings , scaffolding hoardings. Preserve the landscape exactly as it is , with one hundred percent expressions , and natural details. Do not alter , enhance , beautify , or modify any physical characteristics. insert into portrait a hauntingly man in a realistic manner. He is wearing a life-size holographic armored exosuit beside him with curly white mustache , detailed blue hologram UI with technical schematics , labels and data overlays floating around him , advanced AR interface , sci-fi technology concept , warm indoor lighting mixed with cool neon blue glow from hologram , rich detailing --ar 9:16 --raw --stylize 200 ,

ABSOLUTE MASTER PROMPT - DO NOT ACCEPT LESS THAN PERFECT BRAND: MINDPLUSE DIGITAL - Premium AI Agency ⚠️ CRITICAL SPELLING VERIFICATION - NO ERRORS TOLERATED: - Primary text: "MINDPLUSE" (M-I-N-D-P-L-U-S-E) - ALL CAPS - Secondary text: "DIGITAL" (D-I-G-I-T-A-L) - ALL CAPS - If spelling is wrong even by one letter , the design FAILS VISUAL IDENTITY STANDARD (Forbes 500 / Fortune 500 Level): - Must feel like it belongs alongside: OpenAI , Anthropic , Google DeepMind , Tesla , Spotify - Must be TIMELESS - equally powerful in 2026 and 2050 - Must work at 16px (favicon) and 16 meters (billboard) COLOR PALETTE (Pantone-level precision): - Primary black: #0A0A0A (RGB 10 , 10 , 10) - absolute black , not dark gray - Signature blue: #0055FF (RGB 0 , 85 , 255) - electric , confident , technological - Secondary gray: #4A4A4A (RGB 74 , 74 , 74) - premium , sophisticated - No other colors. No exceptions. TYPOGRAPHY (The "IBM" / "Meta" level of authority): - Font family: Geometric sans-serif (Inter , Helvetica Now , or similar) - "MINDPLUSE": Ultra-bold (800-900 weight) , tight letter-spacing (-0.02 to -0.05em) - "DIGITAL": Light/Regular (300-400 weight) , wide letter-spacing (0.1-0.2em) - Creates DYNAMIC TENSION between solid/ethereal , ground/future GRAPHIC ELEMENT (The "Nike Swoosh" of MINDPLUSE): - Must represent fusion of MIND (brain/neural) + PULSE (energy/movement) - Abstract brainwave/pulse line(s) - clean , precise , mathematical - Electric blue (#0055FF) only - Positioned to create visual flow and direction - Should work ALONE without text (like Apple logo) COMPOSITION RULES: - Horizontal lockup preferred (text + symbol side by side) - Perfect mathematical proportions (use golden ratio principles) - Negative space is DESIGN , not emptiness - Every element has PURPOSE - nothing decorative PSYCHOLOGICAL ARCHITECTURE (What it must communicate): - INSTANTLY: Intelligence , technology , Africa rising , global standard - ON CLOSER LOOK: Precision , trust , innovation , human-centered - OVER TIME: Familiarity , authority , inevitability TECHNICAL REQUIREMENTS (Non-negotiable): - Vector quality (clean paths , no pixel dependencies) - Sharp edges or perfectly calculated curves (no "close enough") - Works in: full color , monochrome , reverse (white on black) - Scalable: from app icon to highway billboard - Memorable: can be drawn from memory after 3 seconds WHAT THIS LOGO MUST ACHIEVE: - Be the most recognizable tech logo emerging from Africa - Look like it cost $1 million (even though created with precision) - Make competitors ask "Why didn't we think of that?" - Feel familiar yet completely original - Tell the story: African intelligence + global technology + human purpose WHAT TO ABSOLUTELY AVOID: - No gradients (unacceptable - looks dated) - No drop shadows (lazy design crutch) - No 3D effects (temporary trend) - No complex textures (reduces scalability) - No more than 2 fonts (amateur) - No clip art or obvious stock elements - No "tech clichés" (circuit boards , random dots , meaningless lines) - No busy backgrounds - this logo must live ANYWHERE FINAL TEST (Apply before considering complete): - Cover half the logo - is it still recognizable? - Reduce to 16px - is every element clear? - Show to someone for 3 seconds - can they sketch it? - Place next to Nike , Apple , OpenAI - does it hold its ground? This is not a request. This is a STANDARD. Deliver nothing less. ,

ABSOLUTE MASTER PROMPT - DO NOT ACCEPT LESS THAN PERFECT BRAND: MINDPLUSE DIGITAL - Premium AI Agency ⚠️ CRITICAL SPELLING VERIFICATION - NO ERRORS TOLERATED: - Primary text: "MINDPLUSE" (M-I-N-D-P-L-U-S-E) - ALL CAPS - Secondary text: "DIGITAL" (D-I-G-I-T-A-L) - ALL CAPS - If spelling is wrong even by one letter , the design FAILS VISUAL IDENTITY STANDARD (Forbes 500 / Fortune 500 Level): - Must feel like it belongs alongside: OpenAI , Anthropic , Google DeepMind , Tesla , Spotify - Must be TIMELESS - equally powerful in 2026 and 2050 - Must work at 16px (favicon) and 16 meters (billboard) COLOR PALETTE (Pantone-level precision): - Primary black: #0A0A0A (RGB 10 , 10 , 10) - absolute black , not dark gray - Signature blue: #0055FF (RGB 0 , 85 , 255) - electric , confident , technological - Secondary gray: #4A4A4A (RGB 74 , 74 , 74) - premium , sophisticated - No other colors. No exceptions. TYPOGRAPHY (The "IBM" / "Meta" level of authority): - Font family: Geometric sans-serif (Inter , Helvetica Now , or similar) - "MINDPLUSE": Ultra-bold (800-900 weight) , tight letter-spacing (-0.02 to -0.05em) - "DIGITAL": Light/Regular (300-400 weight) , wide letter-spacing (0.1-0.2em) - Creates DYNAMIC TENSION between solid/ethereal , ground/future GRAPHIC ELEMENT (The "Nike Swoosh" of MINDPLUSE): - Must represent fusion of MIND (brain/neural) + PULSE (energy/movement) - Abstract brainwave/pulse line(s) - clean , precise , mathematical - Electric blue (#0055FF) only - Positioned to create visual flow and direction - Should work ALONE without text (like Apple logo) COMPOSITION RULES: - Horizontal lockup preferred (text + symbol side by side) - Perfect mathematical proportions (use golden ratio principles) - Negative space is DESIGN , not emptiness - Every element has PURPOSE - nothing decorative PSYCHOLOGICAL ARCHITECTURE (What it must communicate): - INSTANTLY: Intelligence , technology , Africa rising , global standard - ON CLOSER LOOK: Precision , trust , innovation , human-centered - OVER TIME: Familiarity , authority , inevitability TECHNICAL REQUIREMENTS (Non-negotiable): - Vector quality (clean paths , no pixel dependencies) - Sharp edges or perfectly calculated curves (no "close enough") - Works in: full color , monochrome , reverse (white on black) - Scalable: from app icon to highway billboard - Memorable: can be drawn from memory after 3 seconds WHAT THIS LOGO MUST ACHIEVE: - Be the most recognizable tech logo emerging from Africa - Look like it cost $1 million (even though created with precision) - Make competitors ask "Why didn't we think of that?" - Feel familiar yet completely original - Tell the story: African intelligence + global technology + human purpose WHAT TO ABSOLUTELY AVOID: - No gradients (unacceptable - looks dated) - No drop shadows (lazy design crutch) - No 3D effects (temporary trend) - No complex textures (reduces scalability) - No more than 2 fonts (amateur) - No clip art or obvious stock elements - No "tech clichés" (circuit boards , random dots , meaningless lines) - No busy backgrounds - this logo must live ANYWHERE FINAL TEST (Apply before considering complete): - Cover half the logo - is it still recognizable? - Reduce to 16px - is every element clear? - Show to someone for 3 seconds - can they sketch it? - Place next to Nike , Apple , OpenAI - does it hold its ground? This is not a request. This is a STANDARD. Deliver nothing less. ,

ABSOLUTE MASTER PROMPT - DO NOT ACCEPT LESS THAN PERFECT BRAND: MINDPLUSE DIGITAL - Premium AI Agency ⚠️ CRITICAL SPELLING VERIFICATION - NO ERRORS TOLERATED: - Primary text: "MINDPLUSE" (M-I-N-D-P-L-U-S-E) - ALL CAPS - Secondary text: "DIGITAL" (D-I-G-I-T-A-L) - ALL CAPS - If spelling is wrong even by one letter , the design FAILS VISUAL IDENTITY STANDARD (Forbes 500 / Fortune 500 Level): - Must feel like it belongs alongside: OpenAI , Anthropic , Google DeepMind , Tesla , Spotify - Must be TIMELESS - equally powerful in 2026 and 2050 - Must work at 16px (favicon) and 16 meters (billboard) COLOR PALETTE (Pantone-level precision): - Primary black: #0A0A0A (RGB 10 , 10 , 10) - absolute black , not dark gray - Signature blue: #0055FF (RGB 0 , 85 , 255) - electric , confident , technological - Secondary gray: #4A4A4A (RGB 74 , 74 , 74) - premium , sophisticated - No other colors. No exceptions. TYPOGRAPHY (The "IBM" / "Meta" level of authority): - Font family: Geometric sans-serif (Inter , Helvetica Now , or similar) - "MINDPLUSE": Ultra-bold (800-900 weight) , tight letter-spacing (-0.02 to -0.05em) - "DIGITAL": Light/Regular (300-400 weight) , wide letter-spacing (0.1-0.2em) - Creates DYNAMIC TENSION between solid/ethereal , ground/future GRAPHIC ELEMENT (The "Nike Swoosh" of MINDPLUSE): - Must represent fusion of MIND (brain/neural) + PULSE (energy/movement) - Abstract brainwave/pulse line(s) - clean , precise , mathematical - Electric blue (#0055FF) only - Positioned to create visual flow and direction - Should work ALONE without text (like Apple logo) COMPOSITION RULES: - Horizontal lockup preferred (text + symbol side by side) - Perfect mathematical proportions (use golden ratio principles) - Negative space is DESIGN , not emptiness - Every element has PURPOSE - nothing decorative PSYCHOLOGICAL ARCHITECTURE (What it must communicate): - INSTANTLY: Intelligence , technology , Africa rising , global standard - ON CLOSER LOOK: Precision , trust , innovation , human-centered - OVER TIME: Familiarity , authority , inevitability TECHNICAL REQUIREMENTS (Non-negotiable): - Vector quality (clean paths , no pixel dependencies) - Sharp edges or perfectly calculated curves (no "close enough") - Works in: full color , monochrome , reverse (white on black) - Scalable: from app icon to highway billboard - Memorable: can be drawn from memory after 3 seconds WHAT THIS LOGO MUST ACHIEVE: - Be the most recognizable tech logo emerging from Africa - Look like it cost $1 million (even though created with precision) - Make competitors ask "Why didn't we think of that?" - Feel familiar yet completely original - Tell the story: African intelligence + global technology + human purpose WHAT TO ABSOLUTELY AVOID: - No gradients (unacceptable - looks dated) - No drop shadows (lazy design crutch) - No 3D effects (temporary trend) - No complex textures (reduces scalability) - No more than 2 fonts (amateur) - No clip art or obvious stock elements - No "tech clichés" (circuit boards , random dots , meaningless lines) - No busy backgrounds - this logo must live ANYWHERE FINAL TEST (Apply before considering complete): - Cover half the logo - is it still recognizable? - Reduce to 16px - is every element clear? - Show to someone for 3 seconds - can they sketch it? - Place next to Nike , Apple , OpenAI - does it hold its ground? This is not a request. This is a STANDARD. Deliver nothing less. ,

A hyper-realistic scene of a focused female artist carefully painting a highly detailed miniature collectible figurine of a famous Indian Cricket star player inspired by Sachin Tendulkar. The tiny figurine is captured mid-dribble wearing a Blue and light Blue Indian national team jersey with number 10 , standing on a small grass Cricket bat with a ball. The artist holds a fine brush close to the figure , adding finishing touches with precision. The setting is a warm creative studio with a wooden desk , soft sunlight from the side , and a glass display shelf filled with collectible figures in the background. Cinematic lighting , shallow depth of field , ultra detailed , photorealistic , 8k , collectible statue craftsmanship aesthetic. ,

A masterpiece photorealistic rendering , full-length , captures a beautiful young woman with shoulder-length auburn braided hair , wearing a green bikini , making a fire in a dark jungle at night. She kneels on the forest floor , carefully arranging kindling. A survey backpack rests by her side on the earth. The scene is illuminated by the flickering firelight , casting warm highlights that balance against the cool ambient tones of the nocturnal environment. Dramatic yet natural light shapes the scene , with strong motivated light from the small blaze creating a soft falloff , deep cinematic shadows , and a subtle rim light that separates her from the background foliage. Volumetric light gently cuts through the humid air. The image features rich contrast , preserved shadow detail , realistic film grain , slight halation , a shallow depth of field , an anamorphic lens look , and a 35mm motion picture film aesthetic with organic imperfections. The moody atmosphere suggests a extraction from a high-budget feature film , with a final aspect ratio of 9:16. ,

A masterpiece photorealistic rendering , full-length , captures a beautiful young woman with shoulder-length auburn braided hair , wearing a green bikini , making a fire in a dark jungle at night. She kneels on the forest floor , carefully arranging kindling. A survey backpack rests by her side on the earth. The scene is illuminated by the flickering firelight , casting warm highlights that balance against the cool ambient tones of the nocturnal environment. Dramatic yet natural light shapes the scene , with strong motivated light from the small blaze creating a soft falloff , deep cinematic shadows , and a subtle rim light that separates her from the background foliage. Volumetric light gently cuts through the humid air. The image features rich contrast , preserved shadow detail , realistic film grain , slight halation , a shallow depth of field , an anamorphic lens look , and a 35mm motion picture film aesthetic with organic imperfections. The moody atmosphere suggests a extraction from a high-budget feature film , with a final aspect ratio of 9:16. ,