Explore AI generated designs, images, art and prompts by top community artists and designers.
A photorealistic image of two extremely muscular women standing side by side outdoors , flexing in a classic front double biceps pose against a sunny city skyline. The background is Calgary , Alberta , Canada , with a wide view of modern downtown buildings and the recognizable Calgary Tower. The lighting is natural midday sunlight , casting strong but soft shadows and illuminating the scene evenly. The environment consists of manicured green grass and sparse trees in the foreground , with a prominent curved architectural structure (the Saddledome) behind the women to the left. The cityscape includes dozens of glass and concrete skyscrapers , with distinctive shapes and reflections , arranged left to right across the full background. The sky is pale blue with some wispy clouds. Subject 1 – Woman on the left (black dress): Positioning & Pose: Located on the left side of the image Facing slightly rightward , almost parallel to the camera Performing a front double biceps flex pose with both arms raised evenly Chin slightly turned to the right as she gazes toward the second woman Facial Features: Oval face with soft but defined cheekbones Natural , warm skin tone with a healthy glow Medium-thick eyebrows , neutral brow position Large dark brown eyes with subtle eyeliner Closed lips , neutral mouth with a relaxed expression , not smiling Subtle highlight on the cheekbones from sunlight Long , straight , dark brown hair parted slightly off-center , falling freely over shoulders and behind the back Outfit & Accessories: Form-fitting sleeveless black satin dress Dress material reflects sunlight slightly , showing texture and creases in movement Thin spaghetti straps over both shoulders Slight slit visible at the bottom right of the gown Long silver , rectangular dangling earrings with visible sparkle from sunlight No bracelets , no necklace Muscular Build: ((((((((Extremely muscular and defined)))))))) , but proportionally smaller than the woman beside her Rounded , high-peaked biceps with strong separation from triceps Deltoids capped and striated Visible vascularity in forearms and upper arms Pectoral line lightly visible through upper chest Broad shoulders , narrow waist Natural-looking muscle symmetry with realistic female proportions at an exaggerated fitness model scale Subject 2 – Woman on the right (blue dress): Positioning & Pose: Standing to the right of the other woman , occupying the center-right of the image Facing directly forward to the camera with slight head tilt Executing a front double biceps flex pose , arms raised to shoulder height Slight natural twist in the torso , emphasizing her physique Broad , confident smile Facial Features: Square jawline with high cheekbones Smooth complexion with subtle makeup: soft eyeshadow , defined lashes , slight lip gloss Light blonde , straight hair parted cleanly in the center , resting naturally over the shoulders Thin , arched eyebrows Bright smile , with visible upper teeth and natural dimples Outfit: Light pastel blue ballgown with a fitted corset-style bodice and a flowing floor-length skirt The bodice features intricate floral embroidery and lacework , semi-transparent around the top chest Thin shoulder straps , visibly stretched over her massive deltoids Dress fabric subtly contours to her exaggerated muscles , particularly over her chest and lats Skirt flows naturally from the hips downward , slightly billowing from muscle width Muscular Build: Gigantic , hyper-muscular physique that borders fantasy but retains anatomical believability Biceps are nearly the size of her head , with extreme peaks and clear separation from the triceps Deltoids are large , spherical , and striated , pressing against the dress straps Pectorals broad and thick , visible even under the corset top , giving the chest a high , powerful shape Triceps enormous and horseshoe-shaped , defined and flexed outward Thick neck with trapezius muscles slightly raised due to arm position Visible veins along biceps , forearms , and even shoulders Her lats push out against the side seams of her dress , expanding her upper body silhouette Extremely broad shoulders tapering to a tiny waist , emphasizing a dramatic V-shape Glutes and thighs hidden by the dress but implied to be equally developed by the dress's outward contour Lighting & Composition: Clear blue sky with even daylight Strong frontal lighting with minimal shadows; soft diffused shadows beneath chins and arms Skin tones are naturally warm , with visible pores and subtle perspiration highlights High dynamic range—detail retained in both shaded areas and bright highlights No visual noise; sharp , clean rendering with depth-of-field preserving full focus on both women Image is horizontally centered , with both women occupying the foreground symmetrically Camera perspective is eye level , slightly wide-angle to capture both figures and full skyline Image resolution equivalent to high-quality DSLR photography (at least 4K-level detail) Mood & Style: Photorealistic , ultra-detailed skin and fabric textures Realistic anatomical detail , emphasizing feminine power and presence Strong sense of admiration and confidence between the two women No cartoon or anime influence—strictly grounded in ultra-high realism Style mimics elite fashion photography mixed with a fantasy fitness concept No background clutter or distractions—pure focus on the two women and the skyline , ,
A photorealistic image of two extremely muscular women standing side by side outdoors , flexing in a classic front double biceps pose against a sunny city skyline. The background is Calgary , Alberta , Canada , with a wide view of modern downtown buildings and the recognizable Calgary Tower. The lighting is natural midday sunlight , casting strong but soft shadows and illuminating the scene evenly. The environment consists of manicured green grass and sparse trees in the foreground , with a prominent curved architectural structure (the Saddledome) behind the women to the left. The cityscape includes dozens of glass and concrete skyscrapers , with distinctive shapes and reflections , arranged left to right across the full background. The sky is pale blue with some wispy clouds. Subject 1 – Woman on the left (black dress): Positioning & Pose: Located on the left side of the image Facing slightly rightward , almost parallel to the camera Performing a front double biceps flex pose with both arms raised evenly Chin slightly turned to the right as she gazes toward the second woman Facial Features: Oval face with soft but defined cheekbones Natural , warm skin tone with a healthy glow Medium-thick eyebrows , neutral brow position Large dark brown eyes with subtle eyeliner Closed lips , neutral mouth with a relaxed expression , not smiling Subtle highlight on the cheekbones from sunlight Long , straight , dark brown hair parted slightly off-center , falling freely over shoulders and behind the back Outfit & Accessories: Form-fitting sleeveless black satin dress Dress material reflects sunlight slightly , showing texture and creases in movement Thin spaghetti straps over both shoulders Slight slit visible at the bottom right of the gown Long silver , rectangular dangling earrings with visible sparkle from sunlight No bracelets , no necklace Muscular Build: Extremely muscular and defined , but proportionally smaller than the woman beside her Rounded , high-peaked biceps with strong separation from triceps Deltoids capped and striated Visible vascularity in forearms and upper arms Pectoral line lightly visible through upper chest Broad shoulders , narrow waist Natural-looking muscle symmetry with realistic female proportions at an exaggerated fitness model scale Subject 2 – Woman on the right (blue dress): Positioning & Pose: Standing to the right of the other woman , occupying the center-right of the image Facing directly forward to the camera with slight head tilt Executing a front double biceps flex pose , arms raised to shoulder height Slight natural twist in the torso , emphasizing her physique Broad , confident smile Facial Features: Square jawline with high cheekbones Smooth complexion with subtle makeup: soft eyeshadow , defined lashes , slight lip gloss Light blonde , straight hair parted cleanly in the center , resting naturally over the shoulders Thin , arched eyebrows Bright smile , with visible upper teeth and natural dimples Outfit: Light pastel blue ballgown with a fitted corset-style bodice and a flowing floor-length skirt The bodice features intricate floral embroidery and lacework , semi-transparent around the top chest Thin shoulder straps , visibly stretched over her massive deltoids Dress fabric subtly contours to her exaggerated muscles , particularly over her chest and lats Skirt flows naturally from the hips downward , slightly billowing from muscle width Muscular Build: Gigantic , hyper-muscular physique that borders fantasy but retains anatomical believability Biceps are nearly the size of her head , with extreme peaks and clear separation from the triceps Deltoids are large , spherical , and striated , pressing against the dress straps Pectorals broad and thick , visible even under the corset top , giving the chest a high , powerful shape Triceps enormous and horseshoe-shaped , defined and flexed outward Thick neck with trapezius muscles slightly raised due to arm position Visible veins along biceps , forearms , and even shoulders Her lats push out against the side seams of her dress , expanding her upper body silhouette Extremely broad shoulders tapering to a tiny waist , emphasizing a dramatic V-shape Glutes and thighs hidden by the dress but implied to be equally developed by the dress's outward contour Lighting & Composition: Clear blue sky with even daylight Strong frontal lighting with minimal shadows; soft diffused shadows beneath chins and arms Skin tones are naturally warm , with visible pores and subtle perspiration highlights High dynamic range—detail retained in both shaded areas and bright highlights No visual noise; sharp , clean rendering with depth-of-field preserving full focus on both women Image is horizontally centered , with both women occupying the foreground symmetrically Camera perspective is eye level , slightly wide-angle to capture both figures and full skyline Image resolution equivalent to high-quality DSLR photography (at least 4K-level detail) Mood & Style: Photorealistic , ultra-detailed skin and fabric textures Realistic anatomical detail , emphasizing feminine power and presence Strong sense of admiration and confidence between the two women No cartoon or anime influence—strictly grounded in ultra-high realism Style mimics elite fashion photography mixed with a fantasy fitness concept No background clutter or distractions—pure focus on the two women and the skyline ,
The moment the towering , hyper-muscular blondes strike their jaw-dropping flex in front of the growing crowd , dozens of phones and high-end cameras capture it from every angle. The larger woman , holding the freshly bent 2-inch steel bar like a trophy , raises one arm into a slow , confident bicep flex. Her rival mirrors the pose beside her , both women smiling — proud , radiant , colossal. Within hours , the footage hits social media: a 12-second slow-motion clip captioned , *“WHO ARE THESE WOMEN?!”* goes viral across every platform. News outlets pick it up , splashing the image across screens with headlines like: **“SUPERHUMAN MUSCLE GODDESSES SHOCK RESORT GUESTS”** **“IS THIS REAL? Experts Analyze Viral Muscle Giants”** **“GENETIC MIRACLE? OR SOMETHING ELSE?”** In the background , beachgoers freeze mid-step. Some scream. Some cheer. One man is seen dropping his drink in awe as the taller woman’s muscles visibly ripple during the flex. Her bikini top creaks audibly under the pressure but holds. Light reflects off her sweat-covered , deeply striated body like polished stone. Her expression: a calm , amused smirk — as if she knew the world would notice eventually. A CNN-style lower third flashes across a photoreal frame: **BREAKING: MASSIVE WOMEN BEND STEEL WITH BARE HANDS — REAL OR CGI?** The screen shows split images: one flexing , the other mid-growth surge. Scientists , influencers , gym fanatics , and talk show hosts begin weighing in. Shot on RED Komodo 6K and Canon EOS R5 , 35mm and 50mm mixed footage , drone overhead cutaways , 8K downscaled to 4K for broadcast. Photorealistic , cinematic depth , news banner overlays , glowing phone screens , HDR skin highlights , social media UI overlays subtly visible in composite frames. --no cartoon , anime , painting , nudity , blur , distortion , over-stylization , uncanny rendering , low detail ,
As the two towering , hyper-muscular blondes relax poolside , soaking in the golden light , something shifts. One woman — the larger of the two — suddenly gasps softly , eyes widening. Her muscles begin to swell again… unprovoked. Her already massive physique surges bigger with each second — arms ballooning outward , chest heaving , thighs thickening with monstrous force. Veins snake wildly across her form as her body grows even more exaggerated in size , pushing the very concept of human anatomy into fantasy. Her rival watches , stunned and speechless , as the woman grabs a solid 2-inch-thick steel bar from the cracked patio — discarded earlier as an unused prop — and holds it in front of her chest. With a focused , primal grunt , she slowly bends the heavy bar into a perfect horseshoe shape. The metal creaks and shrieks , resisting her hands , until it finally yields and curls into submission. Her biceps swell to grotesque perfection as she finishes the bend , her forearms flexing like compressed steel cables. Her bikini — barely holding before — is now stretched beyond belief , but still intact , somehow containing her surging curves. Her face is a blend of dominance and disbelief , realizing she's grown beyond even her own expectations. Her rival remains frozen , jaw slightly open , staring at the horseshoe-shaped steel now held casually in her hand. The pool reflects the moment perfectly — a goddess mid-transformation , with limitless strength made manifest. Shot on Canon EOS R5 , 50mm f/1.2 lens , ISO 100 , f/1.4 , 1/1600 shutter speed. 8K ultra-photorealistic , cinematic HDR , dynamic lighting and shadows , muscle striation deepened , skin texture glowing with sweat and effort , steel bending details emphasized. --no cartoon , anime , painting , blur , nudity , distortion , over-smoothing , stylization , uncanny rendering ,
Just as the poolside settles into silence after their legendary flex-off , something shifts. Both towering blondes glance at each other — then their bodies *begin to grow again*. Slowly at first , then with mounting speed and intensity , they expand far beyond their already superhuman proportions. Every muscle group swells outward in perfect anatomical symmetry , pushing fabric to the edge and beyond. Their golden and silver micro bikinis somehow cling on , stretched taut but still concealing the essentials as their frames become titanic. Veins erupt across their bodies like lightning bolts , chest rising with each breath like twin monuments , arms thickening to the width of tree trunks , backs widening into monstrous wings of muscle. Their thighs crash together , calves swell into split diamonds , and every inch of skin glistens with heat and sweat. The stone beneath them begins to crack under their weight. Their long platinum hair flows wildly behind them in the summer breeze , framing faces of flawless beauty — calm , controlled , godlike — as they ascend into their final forms. Together , they strike a final pose: one performs a full overhead flex , arms high and fists clenched , while the other performs a powerful side-chest pose , her upper body twisting to show off striated pecs and bulging obliques. Behind them , the sky glows with refracted light , and the pool reflects their impossible forms like a dream. Shot on Canon EOS R5 , 24mm f/1.4 lens , ultra-wide full-body angle , ISO 100 , f/2.0 , 1/2000 shutter speed , dramatic low-angle perspective. 8K ultra-photorealistic , hyper-detailed skin texture , anatomical enhancement , extreme muscular realism , cinematic lens flare , atmospheric depth , full HDR lighting. --no cartoon , anime , painting , blur , nudity , over-smoothing , distortions , uncanny facial features , stylization ,
A silver fox with glowing eyes stands in front of a small mystical pond in a deep blue forest. The pond reflects magical memories—soft glowing visions of a child laughing , a warm embrace , and a toy—floating above the water. The fox is natural and realistic , not humanoid. No humanoid creatures. Mist surrounds the scene , moonlight filters through tall trees. Ethereal atmosphere , fantasy forest , emotional tone , no people. ,
Create an image with this description: Central Figure: At the center of the composition , the Virgin Mary appears full-length wearing jeans with a serene and profound expression. Her face reflects a mix of compassion and inner strength. Material and Color: The mantle is made of a denim-like material , light blue in color with a slightly distressed texture , and reaches to the hips and below. This finish evokes an urban aesthetic while maintaining the sacred character of the figure. Minimalist Design: Clean , elegant lines allow the mantle to fall gently over the shoulders and partially envelop the head , evoking a modernized version of the traditional hip-length veil. Subtle Details: In certain areas of the mantle , a translucent fabric (such as organza) is overlaid , allowing glimmers of light to create a mystical aura around the Virgin Mary.Female portrait in stone , altar , flowers , bold colors ,
Cinematic hyperrealism. Seville , Spain , 1970. During Holy Week , a majestic religious float (“paso”) moves slowly through a narrow street lit by flickering candlelight , surrounded by hooded nazarenos in traditional robes. The balconies are filled with onlookers in 1970s formalwear: men in suits , women in lace veils , all watching in reverent silence. On one of the balconies , a striking woman stands out. She wears a traditional black mantilla and peineta over her long , dark wavy hair. Unlike the others , she turns her back to the procession and faces the camera. Her black trench coat is slightly parted by the breeze , revealing glimpses of a vintage lace outfit and sheer stockings beneath , paired with retro 70s heels. Her lips are painted deep red , her gaze steady and self-assured beneath the delicate veil. The candlelight reflects off her mantilla and the golden details of the float behind her , casting dramatic chiaroscuro across the scene. The atmosphere blends sacred tradition with silent rebellion —a quiet cry for freedom in late Francoist Spain , where appearances were everything and defying them meant more. Emotional contrast , historical accuracy , dramatic lighting , sensuality and symbolism in perfect balance. ,
Hel looks at herself in a large , cracked mirror. The right side is decomposed and skeletal , while the left is a beautiful Nordic woman with soft , human , pale blue eyes. The transition between the two sides is a natural one. The icy mirror reflects her divided nature , and cold , luminous runes encircle its edges. The background is filled with mist and the faint glow of distant frost-covered trees. The lighting is dramatic , casting long shadows that emphasize the contrast between life and death. ,
Hel looks at herself in a large , cracked mirror. The right side is decomposed and skeletal , while the left is a beautiful Nordic woman with soft , human , pale blue eyes. The transition between the two sides is a natural one. The icy mirror reflects her divided nature , and cold , luminous runes encircle its edges. The background is filled with mist and the faint glow of distant frost-covered trees. The lighting is dramatic , casting long shadows that emphasize the contrast between life and death. ,
Hel looks at herself in a large , cracked mirror. The right side is decomposed and skeletal , while the left is a beautiful Nordic woman with soft , human , pale blue eyes. The transition between the two sides is a natural one. The icy mirror reflects her divided nature , and cold , luminous runes encircle its edges. The background is filled with mist and the faint glow of distant frost-covered trees. The lighting is dramatic , casting long shadows that emphasize the contrast between life and death. ,
Hel looks at herself in a large , cracked mirror. The right side is decomposed and skeletal , while the left is a beautiful Nordic woman with soft , human , pale blue eyes. The transition between the two sides is a natural one. The icy mirror reflects her divided nature , and cold , luminous runes encircle its edges. The background is filled with mist and the faint glow of distant frost-covered trees. The lighting is dramatic , casting long shadows that emphasize the contrast between life and death. ,
A 15-year-old student sitting on a park bench. He wears a school uniform: light blue straight-leg pants , a perfectly pressed white shirt , and a navy blue blazer that fits him well. His black shoes are polished and shine in the sunlight. He carries a dark-colored backpack with red accents on his back. His brown hair is short and slightly tousled , and his eyes are large , green , and very expressive. His skin is fair , and his face shows a friendly and confident expression. He is smiling broadly , displaying a genuine smile that reflects happiness. The young man is sitting in a relaxed yet elegant manner , with a straight posture. The park is filled with trees and green grass , creating a fresh and youthful atmosphere. NEGATIVES: No other children or people should appear in the image. Avoid dark or urban backgrounds. Do not include distracting objects like mobile phones , books , or out-of-place items. Do not generate wrinkled or dirty clothing. No sadness , tiredness , or negative facial expressions should be shown. NO DISTORTIONS , NO BLURRINESS , NO DEFORMATIONS. The image should be sharp , with clear and precise details. ,
A 15-year-old student sitting on a park bench. He wears a school uniform: light blue straight-leg pants , a perfectly pressed white shirt , and a navy blue blazer that fits him well. His black shoes are polished and shine in the sunlight. He carries a dark-colored backpack with red accents on his back. His brown hair is short and slightly tousled , and his eyes are large , green , and very expressive. His skin is fair , and his face shows a friendly and confident expression. He is smiling broadly , displaying a genuine smile that reflects happiness. The young man is sitting in a relaxed yet elegant manner , with a straight posture. The park is filled with trees and green grass , creating a fresh and youthful atmosphere. NEGATIVES: No other children or people should appear in the image. Avoid dark or urban backgrounds. Do not include distracting objects like mobile phones , books , or out-of-place items. Do not generate wrinkled or dirty clothing. No sadness , tiredness , or negative facial expressions should be shown. NO DISTORTIONS , NO BLURRINESS , NO DEFORMATIONS. The image should be sharp , with clear and precise details. ,
In the gritty theater of war , Jinx emerges as a formidable cybernetic soldier , embodying the harsh realities of combat. Her cybernetic enhancements seamlessly integrate with her body , bearing the marks of battle-worn resilience. With a steely gaze , she assesses the tumultuous surroundings , acutely aware of the dangers that loom. Donning battle-scarred armor , every fiber of her being reflects the weight of experience and hardened resolve. In her hands , advanced weaponry awaits , each piece meticulously maintained for optimal performance. Amidst the relentless chaos of explosions and flying debris , Jinx remains a stable force , navigating the treacherous terrain with calculated precision. This realistic portrayal encapsulates the visceral intensity and unforgiving nature of the battlefield , where Jinx stands as a testament to survival and adaptability. ,
In the gritty theater of war , Jinx emerges as a formidable cybernetic soldier , embodying the harsh realities of combat. Her cybernetic enhancements seamlessly integrate with her body , bearing the marks of battle-worn resilience. With a steely gaze , she assesses the tumultuous surroundings , acutely aware of the dangers that loom. Donning battle-scarred armor , every fiber of her being reflects the weight of experience and hardened resolve. In her hands , advanced weaponry awaits , each piece meticulously maintained for optimal performance. Amidst the relentless chaos of explosions and flying debris , Jinx remains a stable force , navigating the treacherous terrain with calculated precision. This realistic portrayal encapsulates the visceral intensity and unforgiving nature of the battlefield , where Jinx stands as a testament to survival and adaptability. ,
You are a graphic designer tasked with creating a visually striking chess poster. The design must feature the following elements: 1. **Artistic Style**: Incorporate cubism and abstraction , focusing on geometric shapes and multifaceted perspectives reminiscent of Ferris Plock's work. 2. **Dynamic Composition**: Arrange the elements of the poster in a way that conveys movement and energy , engaging the viewer's eye and suggesting action within the chess game. 3. **Influences**: Draw inspiration from Bauhaus principles , emphasizing simplicity , functionality , and a harmonious balance of design elements. ### Design Requirements: - **Title**: Include a bold , captivating title at the top that reflects the theme of the poster. - **Color Palette**: Use a vibrant and contrasting color scheme that enhances the cubist and abstract elements , ensuring the design stands out. - **Chessoard Elements**: Integrate chess pieces and a chessboard composition into the artwork , abstracting their usual forms to align with the cubist aesthetic. - **Typography**: Choose a modern , sans-serif font for any text , maintaining clarity while complementing the overall design. ### Final Touches: - Ensure the overall layout is balanced and visually appealing. - Include your signature or logo discreetly in a corner , attributing the work to your design. Deliver the final design as a high-resolution digital file suitable for printing. ,
A realistic anime-style medium shot of a character with short , sleek black hair with bold red tips , creating a dramatic contrast. Her intense green eyes convey a strong and confident expression. The character is dressed in a black suit jacket over a buttoned white shirt , which appears slightly snug. She wears a black skirt with a high waist , secured by a shiny , patent leather belt that subtly reflects light. She is seated on a vibrant red couch , which has a plush , cushioned texture highlighted by the way it reflects light. One of her legs is bent at the knee , revealing torn , sheer black stockings that add an edgy and rugged element to her appearance. In her hand , she holds a katana with a traditional design. The katana's hilt is wrapped in red and black fabric , matching her hair and outfit. The blade is visible , reflecting light and emphasizing its sharpness , adding an element of danger to her persona. Overall , the ,
A realistic anime-style medium shot of a character with short , sleek black hair with bold red tips , creating a dramatic contrast. Her intense green eyes convey a strong and confident expression. The character is dressed in a black suit jacket over a buttoned white shirt , which appears slightly snug. She wears a black skirt with a high waist , secured by a shiny , patent leather belt that subtly reflects light. She is seated on a vibrant red couch , which has a plush , cushioned texture highlighted by the way it reflects light. One of her legs is bent at the knee , revealing torn , sheer black stockings that add an edgy and rugged element to her appearance. In her hand , she holds a katana with a traditional design. The katana's hilt is wrapped in red and black fabric , matching her hair and outfit. The blade is visible , reflecting light and emphasizing its sharpness , adding an element of danger to her persona. Overall , the ,
Fairness means ensuring your analysis doesn't create or reinforce bias. This can be challenging , but if the analysis is not objective , the conclusions can be misleading and even harmful. In this reading , you’re going to explore some best practices you can use to guide your work toward a more fair analysis! Consider fairness Following are some strategies that support fair analysis: Best practice Explanation Example Consider all of the available data Part of your job as a data analyst is to determine what data is going to be useful for your analysis. Often there will be data that isn’t relevant to what you’re focusing on or doesn’t seem to align with your expectations. But you can’t just ignore it; it’s critical to consider all of the available data so that your analysis reflects the truth and not just your own expectations. A state’s Department of Transportation is interested in measuring traffic patterns on holidays. At first , they only include metrics related to traffic volumes and the fact that the days are holidays. But the data team realizes they failed to consider how weather on these holidays might also affect traffic volumes. Considering this additional data helps them gain more complete insights. Identify surrounding factors As you’ll learn throughout these courses , context is key for you and your stakeholders to understand the final conclusions of any analysis. Similar to considering all of the data , you also must understand surrounding factors that could influence the insights you’re gaining. A human resources department wants to better plan for employee vacation time in order to anticipate staffing needs. HR uses a list of national bank holidays as a key part of the data-gathering process. But they fail to consider important holidays that aren’t on the bank calendar , which introduces bias against employees who celebrate them. It also gives HR less useful results because bank holidays may not necessarily apply to their actual employee population. Include self-reported data Self-reporting is a data collection technique where participants provide information about themselves. Self-reported data can be a great way to introduce fairness in your data collection process. People bring conscious and unconscious bias to their observations about the world , including about other people. Using self-reporting methods to collect data can help avoid these observer biases. Additionally , separating self-reported data from other data you collect provides important context to your conclusions! A data analyst is working on a project for a brick-and-mortar retailer. Their goal is to learn more about their customer base. This data analyst knows they need to consider fairness when they collect data; they decide to create a survey so that customers can self-report information about themselves. By doing that , they avoid bias that might be introduced with other demographic data collection methods. For example , if they had sales associates report their observations about customers , they might introduce any unconscious bias the employees had to the data. Use oversampling effectively When collecting data about a population , it’s important to be aware of the actual makeup of that population. Sometimes , oversampling can help you represent groups in that population that otherwise wouldn’t be represented fairly. Oversampling is the process of increasing the sample size of nondominant groups in a population. This can help you better represent them and address imbalanced datasets. A fitness company is releasing new digital content for users of their equipment. They are interested in designing content that appeals to different users , knowing that different people may interact with their equipment in different ways. For example , part of their user-base is age 70 or older. In order to represent these users , they oversample them in their data. That way , decisions they make about their fitness content will be more inclusive. Think about fairness from beginning to end To ensure that your analysis and final conclusions are fair , be sure to consider fairness from the earliest stages of a project to when you act on the data insights. This means that data collection , cleaning , processing , and analysis are all performed with fairness in mind. A data team kicks off a project by including fairness measures in their data-collection process. These measures include oversampling their population and using self-reported data. However , they fail to inform stakeholders about these measures during the presentation. As a result , stakeholders leave with skewed understandings of the data. Learning from this experience , they add key information about fairness considerations to future stakeholder presentations. ,
Deep beneath the shimmering waves , hidden within an enchanted cove , lies The Ocean’s Mirror—a mystical water surface that reflects visions of the human world. This sacred place glows with an ethereal blue light , its surface undisturbed except for the soft ripples of magic swirling within it. As a group of mermaids gathers around , their luminous tails casting a mesmerizing glow , the mirror begins to shimmer , revealing glimpses of distant lands , bustling cities , and the faces of humans they long to understand. The ocean surrounding them is alive with enchantment—schools of glowing fish swirl in elegant patterns , and delicate strands of luminescent seaweed drift like whispers of an ancient spell. Above , the light from the full moon pierces through the water , creating shimmering beams that dance across the mirror’s surface. Tiny glowing jellyfish float around like celestial lanterns , adding to the dreamlike atmosphere. One mermaid , adorned with a crown of pearls and flowing silken fins , reaches out toward the mirror , her fingertips causing gentle ripples as she gazes at a distant shore where a human walks alone beneath the stars. Her expression is a mixture of wonder and longing , as if the ocean itself is whispering a story only she can hear. Beyond the mirror , mystical creatures of the deep watch in silent reverence—seahorses with jeweled scales , silver-finned dolphins leaping in slow , graceful arcs , and ancient coral structures pulsing with hidden magic. A soft melody , carried by the currents , hums in the background , as if the ocean itself sings of love , mystery , and the unbreakable bond between the two worlds. The entire scene feels like a dream—a timeless place where the sea and sky intertwine , where mermaids glimpse the lives of those who walk the earth , and where magic lingers in every ripple of water. ,
The scene begins with a sunrise over the Miami skyline , creating a spectacle of vibrant colors in the sky. The golden rays of the morning illuminate the city's skyscrapers , giving a warm and welcoming feel to the urban landscape. In front of a cluster of modern apartments , we can see the iconic American-style post office landmark , painted in bright blue with white details. The contrast between the traditional building and the contemporary architecture around it creates an interesting fusion of styles. The beautiful 28-year-old man , wearing jeans and a black shirt with subtle white stripes , walks determinedly towards the post office mailbox. His face reflects a mix of anxiety and hope as he slides the envelope into the slot , watching it disappear inside the mailbox. Meanwhile , the 28-year-old woman , dressed in a short light blue youthful dress with white accents , is in a separate scene , holding an envelope with a passionate look in her emerald eyes. The gentle wind makes her wavy red hair dance around her face , creating an aura of romance and mystery. Although they are in the same image , the man and woman seem like separate universes , lost in their own thoughts and emotions. The distance between them symbolizes the uncertainty and anticipation that surround communication through mail , as if they are in parallel realities about to intersect. ,
A cinematic neo-noir revenge thriller movie poster with the tagline ‘Revenge is Bloody Beautiful.’ The central figure , either a fierce woman in a blood-soaked red dress or a sharp-dressed man in a tailored suit holding a bloodied knife , stands in a rain-soaked alley under flickering neon lights. Their expression is cold and determined , eyes filled with vengeance. The wet pavement reflects deep red , electric blue , and moody purple hues from the neon signs , creating a striking contrast against the dark cityscape. In the background , a luxury car with bullet holes in the windshield sits abandoned , its headlights flickering. Rising steam from sewer grates and distant silhouettes of masked assassins add tension and mystery. The rain pours heavily , streaking blood across the scene. The typography is bold and sharp , with the title designed to resemble slashes or dripping blood. The tagline ‘Revenge is Bloody Beautiful’ glows in red , like a neon sign , amplifying the film’s dark , stylish aesthetic. The overall mood is intense , dramatic , and cinematic , blending elements of classic noir , modern cyberpunk , and high-stakes revenge storytelling. The poster should exude power , mystery , and elegance , making revenge feel like an art form ,
Through the lens of a DSLR camera equipped with a telephoto lens , Architectural Digest captures the allure of a beautiful dancing geisha with exquisite beautiful face. Bathed in the soft evening light , the geisha's graceful and delicate movements are frozen in time. Her exquisite kimono , adorned with intricate patterns , reflects the influence of traditional Japanese art. The image draws inspiration from the artistic styles of Impressionism and watercolor , creating a dreamlike ambiance. Every detail , from the silk-like texture of the kimono to the smoothness of her skin , is meticulously captured. The photograph showcases the captivating elegance and dynamic presence of the geisha , bringing the viewer into a world of tradition and beauty , HD , by Hayao Miyazaki , by Yoshitaka Amano , Detailed and Intricate. , Canon50 , Cinematic , Realistic , Photo , 8K. ,
Style: Hyperrealistic. Scene: A sun-drenched enchanted forest , dappled with vibrant flowers and towering trees. Camera angle: Medium shot , capturing the protagonist's awe-struck expression as they stumble upon a hidden waterfall with rainbow-colored mist. The protagonist is a young ((human)) boy with a (((curly))) mane of golden hair , wearing a flowing ((elven)) gown that glimmers in the sunlight. The water's surface reflects a realistic image of the girl , creating a dreamlike atmosphere. The scene is framed by lush foliage , while butterflies and fireflies dance in the air. The image has a cinematic depth of field effect , highlighting the girl's face and the cascading water , and the overall composition is considered a masterpiece in hyperrealistic art. (((realistic face))) ,
In the style of a hyperrealistic oil painting , a majestic lion with piercing blue eyes stares directly at the viewer. The lion is surrounded by a lush jungle with multicolor foliage , and the lighting captures the intricacy of every detail in the fur. The image is ultra-detailed and has a warm color palette that reflects realistic lighting. ,
Style: Hyperrealistic. Scene: A sun-drenched enchanted forest , dappled with vibrant flowers and towering trees. Camera angle: Medium shot , capturing the protagonist's awe-struck expression as they stumble upon a hidden waterfall with rainbow-colored mist. The protagonist is a young ((human)) boy with a (((curly))) mane of golden hair , wearing a flowing ((elven)) gown that glimmers in the sunlight. The water's surface reflects a realistic image of the girl , creating a dreamlike atmosphere. The scene is framed by lush foliage , while butterflies and fireflies dance in the air. The image has a cinematic depth of field effect , highlighting the girl's face and the cascading water , and the overall composition is considered a masterpiece in hyperrealistic art. (((realistic face))) ,