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Master 1 thesis · Université Gustave Eiffel · 2025-26

Costs and trajectories

OpenAI's environmental footprint, short and long term. A research-creation project: a written thesis, and a virtual reality game.

Supervisor
Florent Di Bartolo
Format
41 pages + VR game
Language
French

What it really costs.

This dissertation looks at the environmental footprint of OpenAI. It separates two things that are often confused: what this footprint costs today, and where it is heading if the current trend continues. The starting point is a gap. Artificial intelligence is almost always presented as an immaterial technology, when in fact it rests on a very real physical infrastructure that consumes large and growing amounts of energy, water and raw materials.

I rely on papers from academic conferences and on institutional reports to document these costs, grouped under three axes: the direct consumption of energy and water tied to large language models, the mining and critical-material supply chains behind the infrastructure, and the long-term growth of these impacts, set against planetary boundaries.

It is also a research-creation project. Alongside the text, I built Heritage, a virtual reality game. Drawing on artists like Joana Moll, Kate Crawford and Vladan Joler, I defend one simple idea: artistic form can make us feel what academic research, on its own, does not always manage to convey.

Part I

AI as a material reality

What the immaterial hides: infrastructure, energy, extraction, and virtual reality as a space for awareness.

Part II

What OpenAI really consumes

The energy and water behind each query, the mining behind the infrastructure, and trajectories that run away.

Part III

Heritage, inhabiting the invisible

A first-person VR game: you play a technician in a data center dropped in the middle of a desert, while an interface shows, in real time, what it consumes.

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