Generative AI vs Human Art: The Soul of a Painting

Kumar Brahmbhatt
4 min readOct 8, 2024

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In today’s rapidly advancing digital world, one of the most intriguing debates is whether generative AI-created paintings can hold the same value as those crafted by human hands. This debate extends beyond questions of technical skill — it delves deep into the emotional connections, storytelling, and the human interpretations behind art.

Can a machine, which learns from vast amounts of data, create something as meaningful as a human artist who brings personal experience, intention, and heart into every brushstroke?

To explore this, let’s use a real-life example, comparing an AI-generated version of a photo with its human-captured counterpart. By examining the subtle differences in how a generative AI tool recreates an image, we gain insight into the unique value that human artists bring to their work.

The Real-Life Example: A Quiet Winter Scene

The Original Photograph

The photograph below captures a moment of quiet reflection: a man (myself) stands on a snowy street beside his sleek, black motorcycle. Dressed in a leather jacket and white shirt, he gazes downward, seemingly lost in thought, while the winter landscape stretches out behind him. The setting is serene, with bare trees lining the snow-covered road and the sky softly lit with clouds.

The photograph below captures a moment of quiet reflection: a man (myself) stands on a snowy street beside his sleek, black motorcycle. Dressed in a leather jacket and white shirt, he gazes downward, seemingly lost in thought, while the winter landscape stretches out behind him. The setting is serene, with bare trees lining the snow-covered road and the sky softly lit with clouds.

The DALL·E Generated Artwork

When the photograph was recreated by DALL·E, a powerful generative AI tool, the result was striking. The snow, the trees, and the motorcycle were all rendered with technical precision. The AI model captured the reflective surface of the motorcycle and the vast white landscape with an almost hyperrealistic clarity. The overall composition of the scene felt surreal, leaning toward something you might see in a futuristic art gallery.

The Key Differences Between AI and Human Art

While the generative AI’s rendition of the photograph is impressive on several levels, it also highlights some of the challenges AI faces when creating art:

1. Skin Color: One of the most glaring differences is in how the AI misrepresents the subject’s skin color. In the original photo, natural skin tone is an integral part of my identity and the overall mood of the image. However, the DALL·E-generated image noticeably lightened the skin, failing to reflect this crucial detail. This oversight underscores the broader limitations of AI when it comes to recognizing and accurately representing personal and ethnic features. An AI, unlike a human artist, lacks the lived experience and cultural context that informs such nuanced aspects of a subject.

2. Pose and Emotion: In the original photograph, my slightly hunched posture suggests contemplation. I gaze down at the snow, creating a sense of introspection and solitude. However, the DALL·E version altered this pose, presenting a more upright and rigid stance. This subtle change impacts the emotional weight of the scene. A human artist would have likely emphasized these subtle cues — posture, body language, and the overall mood of the subject — imbuing the painting with a deeper narrative. AI, on the other hand, tends to generalize, creating a technically sound image but missing out on the human connection that brings art to life.

3. Perfect, Yet Impersonal: The AI-generated image shines in technical aspects: the snow is pristine, the reflections on the motorcycle are almost too perfect, and the edges are sharp. But this perfection feels almost clinical. In contrast, a human artist’s brushstrokes might have introduced imperfections that add depth and personality to the scene. The slightly uneven snow, a touch of roughness in the motorcycle’s surface, or the subtle tension in the figure’s posture would all contribute to a richer emotional experience for the viewer.

What Does This Say About AI Art?

This comparison brings to light one of the most critical aspects of the AI vs. human art debate: while AI can mimic reality with impressive precision, it often misses the deeper layers of humanity embedded in a scene. AI-generated art may achieve technical brilliance, but it lacks the personal touch, the emotion, and the storytelling that a human artist can bring to their work.

In the case of this winter scene, the machine prioritized the visual aspects that are easier to replicate — such as the snow, the reflections, and the general composition — while struggling to fully understand and convey the unique identity and emotional depth of the subject.

This brings us to a core question: What makes art valuable? Is it the flawless execution, or is it the story behind the image, the connection between the artist and the subject, or perhaps even the imperfections that make it feel human?

The Human Touch

While AI-generated art is undoubtedly a fascinating development, it may never fully replace the human experience that lies at the heart of true artistry. The imperfections, the emotions, and the intent that flow from a painter’s brush or a photographer’s lens tell us far more than what we see at face value.

As AI continues to evolve, it may be able to stand alongside human-made art, but likely in a different light. While machines can produce aesthetically captivating images, they may never understand the complex emotions and subtle nuances that make art feel alive. In the end, true art is not just about what is seen — it’s about what is felt.

This single comparison — between a machine’s interpretation and a human’s — shows us why art, at its core, may always need a soul.

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Kumar Brahmbhatt
Kumar Brahmbhatt

Written by Kumar Brahmbhatt

I write. Sometimes about data science.

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