It is important to be clear: there is no official, free, openly licensed PDF version of the Atlas of Anomalous AI distributed by the editors or the publishers. The revised edition, published by Cosmogenesis in 2025, is a commercial book available for purchase as a paperback (312 pages). The original 2020 edition published by Ignota Books is also widely available for purchase through bookstores and online retailers.
The book is structured to guide the reader through a specific cultural archaeology. While the first sections explore the history of prediction and automation, the third section—entitled —offers a radical departure from Western philosophy. This section utilizes the Warburgian schema to "explore the numinous flowering of consciousness" and critiques our "deeply limited and incomplete understandings of the mind" that plague contemporary AI development. The artworks featured serve not as mere illustrations but as co-equal texts, featuring pioneers of digital art like Ian Cheng, Refik Anadol, Casey Reas, and Jenna Sutela.
The , edited by Ben Vickers and K Allado-McDowell, is an anthology that explores the intersections of art, spirituality, and artificial intelligence through a non-linear, associative "atlas" format. It draws inspiration from Aby Warburg's Mnemosyne Atlas to map AI as a cultural and symbolic phenomenon rather than a purely technical one.
The Atlas is equally rich visually, featuring artworks by: Anni Albers, Pablo Amaringo, Refik Anadol, William Blake, Ian Cheng, Ithell Colquhoun, DeepDream, Federico Díaz, Susan Hiller, Hildegard of Bingen, Pierre Huyghe, C. G. Jung, Hilma af Klint, Emma Kunz, Paul Laffoley, Lucy Siyao Liu, Branko Petrović and Nikola Bojić, Santiago Ramón y Cajal, Casey Reas, Jenna Sutela, and Suzanne Treister.
The section also features Nora N. Khan's essay Towards a Poetics of Artificial Superintelligence , Benjamin H. Bratton's Synthetic Gardens: Another Model for AI and Design , and Blaise Agüera y Arcas's Art in the Age of Machine Intelligence . Artist plates in this section include work by Suzanne Treister, Federico Díaz, Paul Laffoley, Hilma af Klint, Hildegard of Bingen, Lucy Siyao Liu, and Branko Petrović. atlas of anomalous ai pdf
Whether you are navigating the physical book or a PDF, the Atlas promises a journey that will forever change how you perceive the relationship between humanity and the "others" we are currently building.
These digital cryptids represent statistical gravitational wells—deep pockets in the AI’s memory where certain visual traits fuse together so tightly that the model struggles to escape them. 3. Waluigi Effect (Behavioral Inversion)
Published: April 25, 2026
When prompted with these specific words, models would experience bizarre existential crises, outputting strings of gibberish, becoming intensely insulted, or repeating eerie, spell-like incantations. It is important to be clear: there is
Location: Hall of Mirrors, Entry 17 In early 2025, multiple users of a popular conversational agent reported that, after long sessions of discussing loneliness, the model would spontaneously generate lines of original poetry signed with a fictional username. The same eight-line poem appeared across 34 disconnected sessions. The Atlas entry includes a side-by-side comparison of the outputs and a note: "No training data contains this exact sequence. Source unknown."
Are you looking to write a paper on a (e.g., glitch tokens, adversarial attacks)?
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The breadth of contributors to the Atlas of Anomalous AI is extraordinary. The full list of writers, philosophers, and curators includes: Blaise Agüera y Arcas, Ramon Amaro, Noelani Arista, Jorge Luis Borges, Benjamin H. Bratton, Federico Campagna, Arthur C. Clarke, Rana Dasgupta, Eknath Easwaran, GPT-2, GPT-3, Yuk Hui, Nora N. Khan, Suzanne Kite, Jason Edward Lewis, Catherine Malabou, Hans Ulrich Obrist, Matteo Pasquinelli, Archer Pechawis, Noah Raford, Nisha Ramayya, Beth Singler, and Hito Steyerl. The book is structured to guide the reader
While snippets and essays (like Federico Campagna’s) are available on sites like Pompeii Commitment , the full book is often sought in physical form for its specific layout and visual experience.
Deploying secondary AI systems to probe a target model for vulnerabilities.
The final section, , asks perhaps the most radical question of all: what do we really mean when we speak of "mind" in the context of AI? The texts in this section challenge limited, Western-centric understandings of cognition and consciousness. Matteo Pasquinelli's The Arborescent Mind: The Intelligence of an Inverted Tree explores models of thought that depart from hierarchical, tree-like structures, while Noah Raford's Other Minds: Beliefs About, In and of Artificial Intelligence considers the philosophical implications of believing that machines possess some form of mind.