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Catherine Griffiths
Catherine Griffiths

Columbia University

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When

October 8, 2026 at 1:25:00 PM

Where

Toward a Counter-Algorithmic Design Practice

Abstract

This talk presents a practice at the intersection of Critical AI Studies and Computational Design, one that treats software development, interface design, and algorithmic visualization as media for socio-technical investigation. Drawing on critical code studies and tactics such as slow computation, which brings hyper-fast, opaque processes back to a human scale, the work makes machine learning decision-making legible to non-technical audiences. The talk follows three projects that examine human motion modeling across three kinds of space. Labor Optics looks at construction sites as testing grounds for worker surveillance, where acts like drinking water are coded as unproductive time. A second, ongoing project moves into the home, re-enacting domestic labor as a motion-capture dataset to explore intimacy, gendered work, and the algorithmic gaze. The third turns to public space and climate protest in London, setting police and activist worldviews against each other through ontology design. Across all three, the talk develops the idea of the Unmodelled, the human values and practices that computational models cannot see, and proposes counter-datasets and counter-ontologies as ways to open model design to the communities it affects.

About

Catherine Griffiths is a designer, researcher, and Assistant Professor in Computational Design Practices at Columbia GSAPP whose work explores the politics of machine learning and its impact on labor, gender, governance, and urban life. Viewing algorithms as contemporary sites of struggle, her research examines how AI is reshaping human rights and social relations across cities, workplaces, and the home. Her creative practice brings together critical AI studies, social documentary, and algorithmic visualization, using simulations, films, installations, and critical software to make visible—and challenge—the computational forces structuring society. Her work has been exhibited internationally, including at the Centre Pompidou in Paris, Geidei University in Tokyo, and the National Etruscan Museum in Rome. In 2024, she received a BRAID Responsible AI research grant from UKRI and the AHRC.

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