4 papers
Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption
Nidhal Jegham, Boris Gamazaychikov, Sasha Luccioni
We present a bidirectional framework for estimating the energy consumption of text-to-video (T2V) and text-to-video-audio (T2VA) models from architectural first principles and obse…
The Global Landscape of Environmental AI Regulation: From the Cost of Reasoning to a Right to Green AI
Kai Ebert, Boris Gamazaychikov, Philipp Hacker +1
Artificial intelligence (AI) systems impose substantial and growing environmental costs, yet transparency about these impacts has declined even as their deployment has accelerated.…
Balancing Sustainability And Performance: The Role Of Small-Scale LLMs In Agentic Artificial Intelligence Systems
Anh Khoa Ngo Ho, Martin Chauvin, Simon Gosset +2
As large language models become integral to agentic artificial intelligence systems, their energy demands during inference may pose significant sustainability challenges. This stud…
Misinformation by Omission: The Need for More Environmental Transparency in AI
Sasha Luccioni, Boris Gamazaychikov, Theo Alves da Costa +1
In recent years, Artificial Intelligence (AI) models have grown in size and complexity, driving greater demand for computational power and natural resources. In parallel to this tr…