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Promptography: Creating Photorealistic visuals with AI

Promptography: Creating Photorealistic visuals with AI

Feb 28, 20259 min read

While photographers have traditionally captured moments through light and lenses, a whole new breed of creators is now conjuring images through words alone. Welcome to promptography – where art emerges not from a camera, but from a text prompt fed to an AI.

Male model walking on tropical beach
Portrait of an male model walking on a tropical beach / SCENE: A stunning tropical beach with soft waves lapping at the shore, palm trees swaying gently in the breeze / COMPOSITION: Model in the foreground, with the sunset casting a golden glow, creating a dreamy atmosphere / IMAGE TECHNIQUES: Depth of field, cinematic framing, warm color grading / TIME OF DAY: Golden hour / OPTIONAL EMOTION: Serene / NUMBER OF PEOPLE: 1 / CAMERA: Canon EOS 5D Mark IV with Zeiss Otus 28mm f/1.4 lens

What Exactly Is Promptography?

It's a blend of "prompt" and "photography" – a new way of creating images by describing them to AI rather than capturing them with a camera. The term exploded in 2023 after German artist Boris Eldagsen turned down a Sony World Photography Award for his AI-generated image. His message was crystal clear: "AI is not photography." As he put it, "Promptography is done with prompts. Photography is done with light."

This moment sent shockwaves through the creative world. Today, thousands of people proudly call themselves "promptographers" on social media, embracing this strange new craft that sits somewhere between writing and visual art.

Editorial shot of a woman from Swedish fashion magazine
Stunning editorial shot of a woman from a Swedish fashion magazine / The composition is hypermaximalist, showcasing the breathtaking beauty of the scene / Shot in the morning, capturing the movement and fade effects / Cast shadows add depth and intrigue to the image / Volumetric light and ambient lighting create a mesmerizing atmosphere / Shot with a Pentax 6x7 and 35mm f4 lens on Kodachrome slide film

The Creative Process

"It's sort of like being a wizard," says artist Phillip Toledano. "You start with an idea, then create a spell to conjure that idea into reality. The words count. The order of the words count. Everything matters."

Prompt engineers (yes, that's becoming an actual job) craft detailed instructions for AI systems like DALL·E, Midjourney, or Stable Diffusion. They specify everything from artistic style to lighting, composition, color tone, even referencing specific artists for inspiration. It's a back-and-forth dance – tweaking words, adding details, refining until the AI produces something that matches what's in their head.

Platforms like CGFaces are emerging to support this new creative process, offering not just high-quality AI-generated images of people, but also sharing the exact prompts used to create them. This transparency allows creators to learn from each other, experiment with variations, and understand the craft of promptography more deeply.

Male model on balcony in Marrakech
Editorial shot of a stunning male model on a balcony in Marrakech / The scene features hypermaximalist design elements with intricate patterns and textures / Morning light softly illuminates the model, creating dynamic movement and fade effects in the composition / Dramatic cast shadows enhance depth and intrigue, alongside volumetric and ambient lighting that evoke a mesmerizing atmosphere / Shot with a Pentax 6x7, 35mm f/4 lens on Kodachrome slide film, ensuring high-quality color fidelity.

What makes this so different is that the prompt itself becomes the primary tool – replacing the camera or paintbrush entirely. It's a human-AI partnership where you provide the vision and judgment, while the AI delivers the raw creative power.

Transforming Marketing and Content Creation

Businesses have jumped on this faster than you might think. As one tech commentator bluntly put it: "anyone with a decent internet connection can generate images via a simple text prompt. Goodbye photography. Hello, promptography."

Fashion model in winter landscape
Fashion editorial shot featuring a model in a chic winter outfit, standing in a snow-covered Swedish landscape / A picturesque scene with pine trees and a soft snowfall, creating a serene winter wonderland / Full shot, emphasizing the model against the snowy backdrop, balanced composition with the horizon line / Soft focus, bright and airy color grading, capturing the essence of winter / Time of Day: Late afternoon / Optional Emotion: Joyful / Number of People: 1 / Shot on Nikon D850 with Nikkor 24-70mm f/2.8E ED VR lens.

Marketing teams are now creating custom visuals on demand – product photos, website banners, ad illustrations – without booking expensive photoshoots. A Dutch agency recently produced an entire healthcare campaign using 100% virtual imagery, with no photographers, studios, or models needed.

Woman in sculptural black gown
Medium shot of a woman in a sculptural black gown, sleek high ponytail, dramatic lighting, Vogue-style fashion shoot. Dark minimalist background, cinematic composition. Shot on Hasselblad 500C/M, 80mm f/2.8 lens, Kodak Portra 400.

Fashion brands are experimenting with AI-generated models wearing their latest designs. This approach cuts costs dramatically and has created new roles like "prompt designers" – specialists who know exactly how to get on-brand results from these AI systems.

The Photography World Reacts

Traditional photographers are, understandably, having mixed feelings about all this. Many worry that AI-generated images could be mistaken for real photos, blurring the already thin line between reality and fiction. When Eldagsen's AI image fooled expert judges at a prestigious competition, it showed just how far the technology has come.

Model walking on tropical beach
Portrait / A 30-year-old model walking gracefully along a tropical beach at sunset, her hair gently blowing in the breeze, with palm trees and soft waves in the background / Composition captures the model in the foreground with a blurred beach scene behind her, emphasizing her elegance / Depth of field for a cinematic effect, warm golden hour lighting enhances the scene / Time of Day: Golden Hour / Number of People: 1 / Camera: Nikon D850 with Nikkor 50mm f/1.8G lens

Some photographers have reacted with outright hostility. When Toledano shared AI-generated work on a photography platform, he was hit with angry comments accusing him of betraying the craft. This backlash reveals how protective many feel about "real" photography – the skillful use of a camera and actual lighting – which they feel is being cheapened by AI imitations.

Yet others are cautiously embracing AI as just another tool in their creative toolkit. Eldagsen himself encourages photographers to experiment rather than fear it, seeing AI as a "knowledge amplifier" that can leverage a photographer's experience and imagination.

Person in urban street fashion
Full shot of a trendy adult in urban street fashion, wearing a vibrant oversized jacket and distressed jeans, posing confidently. Lush green bamboo forest in the background, contrasting with the urban environment. Dynamic composition with an emphasis on the subject's relaxed stance against the natural backdrop. High-contrast lighting, vivid colors enhancing the fashion details. Daytime, bright and lively atmosphere. Energetic, bold mood. Shot on Nikon D850 with Nikkor 24-70mm f/2.8E ED VR lens.

What Lies Ahead

As these AI image generators get even better (and they're improving at a frightening pace), promptography will likely become even more dominant in creative industries. Soon, AI-generated images will be virtually indistinguishable from professional photographs – some would argue we're already there.

New platforms are redefining stock imagery as well. Unlike traditional stock photo sites, services like CGFaces offer not just the AI-generated images themselves, but also the prompts that created them. This allows creators to generate variations or similar images using the same prompts, creating a new type of collaborative creative ecosystem where techniques can be shared and refined.

Woman with flowing hair
Fashion portrait. Close-up of a woman with flowing hair obscuring parts of her face, eyes closed in a moment of stillness. Her attire includes a light, silky fabric in pastel shades. The background is soft and neutral, emphasizing her contemplative expression. Soft, natural lighting highlights the textures and subtle shadows. A tranquil and reflective ambiance prevails. Photographed with a Leica R6, 35mm f2, Kodak Ektachrome E

We're heading toward hybrid workflows where photographers might generate scenes via AI, then incorporate real models, or where illustrators sketch characters and use AI to create intricate backgrounds. "Co-creation" will define much of future art production.

Woman playing tennis
Sports action photography. Aerial shot of a woman playing tennis, wearing a sleeveless athletic dress, focused expression, mid-swing with a racket. Outdoor clay court with blurred green foliage in the foreground, enhancing depth. Dynamic composition with warm, natural lighting casting subtle shadows, capturing energy and motion. Daytime setting with vibrant earthy tones. Intense, competitive mood. Shot with DJI Phantom 4 Pro.

New jobs centered on promptography are popping up everywhere. Just as the last decade saw the rise of social media managers, we'll soon see AI art directors and prompt specialists in design departments – professionals who bridge creative vision with AI execution.

Woman in pink coat
Full shot of a woman in a pink coat and black pants standing confidently against a textured brick wall in an urban setting in the Netherlands / The scene captures the essence of Dutch architecture with a hint of greenery in the background / Professional color grading, natural lighting, vibrant yet subdued tones for a stylish appearance / Time of Day: Afternoon / Scene: Outdoor / Shot on Nikon D850 with Nikkor 24-70mm f/2.8E ED VR lens

The technology is also expanding beyond still images. Researchers are developing text-to-video generation, which could allow creators to "prompt" entire video scenes or animations. The possibilities are mind-boggling – from game designers generating immersive environments to artists visualizing surreal concepts without needing years of technical training.

A New Visual Language

Stylish man in urban environment
Full shot of a stylish man posing in an urban environment / The background features vibrant street art and modern architecture, enhancing the hypermaximalist composition / Morning light casts dramatic shadows and creates a dynamic atmosphere / Volumetric and ambient lighting add depth and intrigue / Shot with a Pentax 6x7, 35mm f/4 lens on Kodachrome slide film, capturing rich colors and textures.

Promptography isn't just a tech shift – it's changing how we think about visual creation itself. The debate feels familiar: "When photography first took off in the 1840s and 50s, people said it can never be art because the machine is making the image. Now, here we are again," notes Toledano.

Female model with tattoos
Medium shot of a female model with vibrant tattoos, wearing a baseball cap and skate shoes, leaning against a wall adorned with lush Japanese plants / The scene is set in an urban environment, showcasing a blend of nature and street style / Cinematic composition with a focus on textures, sharp details, and vivid colors / Time of Day: Late Afternoon / Shot on Pentax 6x7 with a 35mm f/4 lens, using Kodachrome slide film for exceptional color fidelity.

As with digital photography before it, AI-generated imagery will likely gain broader acceptance over time. The challenge for creators is finding ways to infuse their unique vision into a medium where the technical barriers have dramatically fallen.

Asian woman with garden hose
Medium shot of a stylish Asian woman in casual street style fashion, playfully spraying water with a garden hose / Surrounded by lush bamboo plants and green hedges, with a light gray house in the background / 16k resolution, dynamic composition, vibrant color grading, bright daylight illuminating the scene / Time of Day: Day / Optional Emotion: Joyful / Number of People: One / Shot on Nikon D850 with Nikkor 24-70mm f/2.8E ED VR lens

Promptography is here to stay, forcing us to rethink what we mean by artistry, authenticity, and visual communication in the digital age. The question isn't whether it will transform creative industries, but how we'll adapt to make the most of its potential.

Female model against bamboo backdrop
Medium shot of a fashionable female model against a bamboo backdrop / Urban street setting in springtime, showcasing blooming flowers around the bamboo / 16k resolution, dynamic composition, professional color grading, bright natural lighting, cheerful atmosphere / Time of Day: Afternoon / Scene: Exterior / Shot on Nikon D850 with Nikkor 24-70mm f/2.8E ED VR lens