Adversarial Wonderland is an ongoing art project exploring the boundaries of machine perception. The images in this collection are AI-generated adversarial constructions — glitch-art objects engineered to confuse visual classification models. When viewed by a human, they may appear abstract, surreal, or simply strange. From the right angle, at the right scale, they may still fool a machine.
By purchasing a physical object from this collection, you are participating in the work. You are converting a digital adversarial image into a material artifact — a print, a mug, a phone case — that carries its subversive signal into physical space.
All products are printed on demand through Prodigi, a third-party print fulfillment service, and shipped directly to you. Items include fine art prints (Hahnemühle German Etching and Enhanced Matte Art Paper), ceramic mugs, phone cases, mousepads, and postcards.
Products are fulfilled as-is. Because these are adversarial images — not conventional photographs or illustrations — color accuracy, print legibility, and visual coherence are intentionally unpredictable. Slight variation in output is inherent to the work, not a defect.
All sales are final. We do not accept returns or offer refunds except in cases where an item arrives damaged or was fulfilled incorrectly (wrong item, significant print defect unrelated to the adversarial nature of the image). In those cases, contact us within 14 days of delivery and we will arrange a replacement or refund at our discretion.
To report a fulfillment issue: adversarial-wonderland-support@unsubscribe.llc
Orders ship worldwide via Prodigi’s fulfillment network. Estimated delivery times vary by destination and product type, typically 5–14 business days. Shipping costs are calculated at checkout. We are not responsible for delays caused by customs, carriers, or circumstances outside our control.
Checkout is handled by Stripe. We receive your order details (name, shipping address, items purchased) solely to fulfill your order. We do not store payment information. We do not sell or share your data with third parties beyond what is required for order fulfillment (Prodigi) and payment processing (Stripe).
All images are original works by the artist. Purchase of a physical product does not transfer copyright or grant reproduction rights. You may not reproduce, distribute, or use the imagery for commercial purposes without written permission.
These terms are governed by the laws of the State of New York, United States. Any disputes shall be resolved in the courts of New York.
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