The normalizing machine
The Normalizing Machine is an interactive installation presented as an experimental research in machine-learning. It aims to identify and analyze the image of social normalcy. Each participant is asked to point out who looks most normal from a line up of previously recorded participants. The machine analyzes the participant decisions and adds them to its’ aggregated algorithmic image of normalcy.
Arthur Boeira e Gustavo Milward
FILE SÃO PAULO 2025: SYNTHETIKA – Arte e Tecnologia
Festival Internacional de Linguagem Eletrônica
Aquarela de Íons – Brazil
Aquarela de Íons is an artwork-device that translates solar flares and magnetic activity cycles into forces within the exhibition space. Inspired by satellites, the sculpture captures real-time data of solar activity, creating a data-driven artwork that reacts to the presence of viewers in an immersive and generative environment. The system translates spatial information into sound, light, and image, establishing an interface between the cosmos and human territory. The piece invites reflection on the impact of space weather—an aurora borealis brought to life, transforming astronomical data into an aesthetic experience.
BIO
Arthur Boeira has been conducting transdisciplinary research since 2015, exploring the philosophy of science and technology as applied to artistic practices. Gustavo Milward (Drawlim) specializes in interactive art and algorithmic narratives, investigating the relationship between body, space, and code.
Machine Hallucinations — Sphere
The artwork presents a series of AI Data Sculptures that incorporates vivid pigments, shapes, and patterns, aiming to create a collective, meditative, and multisensory experience. This immersive experience simulates the rhythms of various environments and invites the visitors to imagine alternative realities constructed by invisible data movements around them.
Machine Hallucination: The Sphere features dynamic visualizations of data that are based on vast archives containing visual imageries of space and nature while celebrating the unique architecture of The Sphere. For this project, Anadol and his team used these themed datasets as the building blocks for the three distinct chapters of the artwork and trained a unique AI model with subsets of the collected image archives. After the training, when idle and unsupervised, the “machine mind” generates new aesthetic visuals and color combinations through unique lines drawn by algorithmic connections.
Bots
FILE 2024 | Installations
International Electronic Language Festival
Bots presents a computer-controlled society through a series of algorithmically controlled humanoid avatars that appear on physical carpets using augmented reality (AR). Real-time performances synthesize human behavioral patterns into a formalized digital social study. Omnipresent, combined with our devices and incorporated into virtual environments, the work reminds us of our own digitalized world, in which we are surrounded by invisible bots.
Bio
Giulia Bowinkel (born 1983) and Friedemann Banz (born 1980) live in Berlin and have worked together under the name Banz & Bowinkel since 2009. In 2007 they graduated from the Art Academy with Albert Oehlen and started making art with computers . His work encompasses computer-generated imagery, animation, augmented reality, virtual realities and installations.
Self-contained II
A neural network, trained to see the world as variations of the artist’s body, enacts a process of algorithmic interpretation that contends with a body as a subject of multiplicity. After training on over 30,000 images of the artist, this neural network synthesizes surreal humanoid figures unconstrained by physics, biology and time; figures that are simultaneously one and many. The choice of costumes and the movements performed by the artist to generate the training images were specifically formulated to optimize the legibility of the artist within this computational system. self-contained explores the algorithmic shaping of our bodies, attempting to answer the question: how does one represent themselves in a data set? Building on the first iteration of the series, the synthetic figures in self-contained II proliferate to the point of literally exploding. Through the arc of self-contained II, this body that grows, multiples, and dissolves never ceases to be more than a single body.
Algorithmic Architecture
This short film is intended to encourage a creative audience to seek out Kevin Slavin’s talk Those Algorithms Which Govern Our Lives. It employs an effect which takes place in Google Earth when its 3D street photography and 2D satellite imagery don’t register correctly. This glitch is applied as a metaphor for the way that our 21st century supercities are physically changing to suit the needs of computer algorithms rather than human employees.
Fifty Sisters, Series of fifty evolved digital plant images
Fifty Sisters is comprised of fifty 1m x 1m images of computer synthesised plant-forms, algorithmically “grown” from computer code using artificial evolution and generative grammars. Each plant-like form is derived from the primitive graphic elements of oil company logos.
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Ideogenetic Machine
“Ideogenetic Machine” is an interactive installation that incorporates portraits of participants into an algorithmically generated comic book. A camera captures the portrait live while an algorithm transforms the photographic image into a “line drawing”. Face detection is utilized to insert-code generated blank speech bubbles into the narrative. The software creates never repeating compositions using a set of rules that approximate the compositional decisions made by a human comic book author. The comic is projected live, and consists of the algorithmically processed portraits as well as randomly chosen story elements from a database of drawings. The story elements are drawn by the artist, mostly illustrating speculative narratives based on current news and events. A participant can email him or herself the finished comic as a PDF file.
the Indistinct Notion of an Object Trajectory
Ryota Matsumoto’s drawings develop and demonstrate the hybrid/multi-layered process where varying scale, juxtaposition of different forms, intertwined textures/tones are applied to reinvent and question the spatial conditions of architectural drawings. His work explore a hybrid drawing technique combining both traditional media (ink, acrylic, and graphite) and digital media (algorithmic processing, scripting and image compositing with custom software ) .
FILE FESTIVAL
First Subtle Sign of Evolving Drones
Architecture, Art & Design – Ryota Matsumoto’s drawings develop and demonstrate the hybrid/multi-layered process where varying scale, juxtaposition of different forms, intertwined textures/tones are applied to reinvent and question the spatial conditions of architectural drawings. His work explore a hybrid drawing technique combining both traditional media (ink, acrylic, and graphite) and digital media (algorithmic processing, scripting and image compositing with custom software ) .
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Struct- Generative Realtime Audio-Visual Environment
The target of “Struct” was to create installation which could make immersive environment inside the space of public event dedicated to the opening of the office of an architectural company UNK Projects. It was planned to make this installation fully autonomic during the several hours as well as there was an idea to hold the public interested and immersed into the space of environment during the all period of time.
The main conception of the installation is to create the second alternative scale inside the internal space of the office. It was realized screen projection for this with the size of 18×4 meters and taken almost whole the length of the interior. The Animated surface was projected as the extension of the super-graphic situated on the facade of office`s building. The external graphic was created by Vladimir Garanin. The first one layer is the super-graphic onto the facade and another one layer is the real-time generative graphic inside the interior. The visual image and algorithmic sound of the whole structure are connected each other and are forming the whole organism.