Synthetic Abstractions

In the article “Synthetic Abstractions,” Anika Meier interviews artist Tom White about his 2018 series, which explores the intersection of artificial intelligence (AI) and human perception. White, with over 25 years of experience in AI and generative art, discusses his journey from studying AI at MIT to creating artworks that challenge machine vision systems. He highlights the philosophical intrigue of deconstructing intuitive human processes and reconstructing them through AI, emphasizing the bottom-up evolution characteristic of AI compared to traditional top-down programming approaches. (blog.objkt.com)

White’s “Synthetic Abstractions” series intentionally crafts abstract images that trigger misclassifications in computer vision systems, such as Google’s SafeSearch, revealing discrepancies between human and machine interpretations. This work underscores the challenges in aligning AI with human values and perceptions, as these systems often misidentify innocuous abstract art as explicit content. White’s approach reflects a broader exploration of how machines perceive the world differently from humans, prompting a reevaluation of AI’s role in interpreting visual information. (blog.objkt.com)

The themes of abstract representation and machine perception in White’s work resonate with several digital artworks that explore similar concepts. For instance, “Bubble Gum Machine” by Užupis presents a vibrant urban scene rendered in Microsoft Paint, emphasizing color and form over detailed realism. This piece aligns with White’s exploration of abstraction, as it distills a complex environment into simplified shapes and hues, challenging viewers to interpret the scene beyond literal representation.

Similarly, “The Avatar #92” by peerkriesel features a fragmented, geometric portrait that deconstructs facial features into abstract forms. This work parallels White’s interest in how machines and humans perceive and reconstruct images, as the disjointed elements invite viewers to question the coherence of identity and the role of abstraction in portraiture.

In “nightcore” by nohygiene, a disembodied hand with neon green claws emerges from a dark background, creating a surreal and unsettling image. The use of geometric shapes and a limited color palette evokes early video game aesthetics, reflecting on the evolution of digital imagery and machine-generated art. This piece, like White’s series, prompts contemplation on the boundaries between human creativity and machine interpretation.

“piedade” by Gio Mariani employs pixel art techniques to depict a stylized face surrounded by geometric shapes, blending retro digital aesthetics with contemporary abstraction. The pixelation and limited color scheme challenge traditional notions of resolution and clarity, echoing White’s exploration of how machines process and display visual information.

Lastly, “181519218” by quase utilizes AI algorithms to generate an abstract composition of overlapping organic shapes in vibrant colors. This work embodies the fusion of human artistic intent and machine learning processes, mirroring White’s investigation into the collaborative potential between artists and AI systems in creating and interpreting abstract art.

These artworks collectively engage with themes of abstraction, machine perception, and the misalignment between human and AI interpretations, extending the dialogue initiated by White’s “Synthetic Abstractions” series.

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References

Source Article

https://blog.objkt.com/post/synthetic-abstractions

Artworks

1. “Bubble Gum Machine” by Užupis
   

   

   
   Grafingerstr Munich, behind Cafe Imperia, 14 DEC 2025. Made with Microsoft Paint 4624x2136 | 0.8mb

2. “Art and Coffee Machine” by Niko Princen
   

   

   
   Animated Gif, 533 x 375 px, 2 frames, 2014

3. “The Avatar #92” by peerkriesel
   

   

   
   This Avatar is one of the best 111 avatars of The Avatar (OBJKT 488621). The Avatar: 555 drawings + scaffolding – 10 elements with each 55 variations randomly combined via HTML + JS + 5 possible masks + bgcolour.

4. “nightcore” by nohygiene
   

   

   
   made with midjourney.

5. “The Unknown Collector #170/300” by peerkriesel
   

   

   
   The Unknown Collectors are 300 digital and 155 physical works of art/portraits – each one unique (1/1s).The works were generated from different element types, with over 1000 digitally painted variations and other geometric shapes as well as randomly calculated factors via HTML and JavaScript. PNG/2000x2000

6. “piedade” by Gio Mariani
   

   

   
   where we never realized it was the start of something new. 400x400px _ 10 frames _ 12 colors _ gif

7. “Andy” by officeMIKADO
   

   

   
   Digital artwork by Mikado Koko @officemikado / snrk004

8. “Shaving with The Myth” by tz1Nm1dwJbF3ihsmHFDLoUQtcKSU4vfT36K1, Daniel myth
   

   

   
   Escalona, 2023 The Myth, 2023

9. "#24" by Empress Trash
   

   

   
   daily royal self portrait created with grok

10. “181519218” by quase
    

    

    
    Stable Diffusion 1.5 DDIM sampler 2 steps 64x64 px 16x R-ESRGAN 1024 x 1024 px .png CC0

Keywords

abstract, geometric, machine perception, misalignment