Faces and Machine Vision: Public Conversations on Facial Al and Society

 

Facial recognition and other forms of facial AI are increasingly used across policing and border control, smartphones and digital platforms, healthcare and education, and a growing range of everyday environments. In this context, facial AI refers broadly to AI-enabled systems that detect, analyse, or infer information from faces, such as identification/verification, categorisation, emotion/affect inference, attention and behaviour analytics, and other predictive or profiling applications.

This meeting brings together a diverse international group of social sciences and humanities experts–spanning STS, semiotics, art and cultural studies, policy, design, visual culture, and surveillance studies–to discuss a timely and urgent question: what is at stake when facial AI makes the face a key interface for decision-making, governance, and everyday life?

This event explores how machine vision reshapes what counts as being “seen” (and what becomes invisible); how design choices embed power and assumptions; how masks, avatars, and algorithmic “faciality” rework identity and recognition; how surveillance systems reproduce racial and gender inequalities; how computational approaches can help map public controversies; how histories and cultural narratives of AI influence what becomes thinkable or inevitable; and what “responsible” governance could look like in practice.

Guiding questions include: What does it mean to be “seen” by a machine? Who defines what is visible, measurable, and actionable? Which inequalities are amplified and under what conditions? How do surveillance systems become normalised within institutions (schools, campuses, workplaces)? What does a feminist/decolonial approach change in how risk, safety, and “user needs” are defined? What are the alternatives to facial recognition beyond a simple “ban vs allow” framing? How can artistic and creative practices help publics imagine and debate different futures?

 

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