GLEAN

Green Lean Data in the Era of Frontier AI

Project Overview

Improving the data efficiency and overall sustainability of data in frontier AI.

Team Members

Related Publications

  1. Position: Stop Preaching and Start Practising Data Frugality for Responsible Development of AI
    Sophia N. Wilson, Guðrún Fjóla Guðmundsdóttir, Andrew Millard, Raghavendra Selvan, Sebastian Mair
    International Conference on Machine Learning. (ICML), 2026
  2. How Hyper-Datafication Impacts the Sustainability Costs in Frontier AI
    Sophia N. Wilson, Sebastian Mair, Mophat Okinyi, Erik B Dam, Janin Koch, Raghavendra Selvan
    ACM Conference on Fairness, Accountability, and Transparency. (FAccT), 2026