Environmental Imperative
Reducing the carbon footprint of large-scale models without constraining responsible innovation.
Intelligence for planetary resilience
Computation for a Living Planet.
We are building the architectural framework for AI that respects biological limits and advances global cooperation through rigorous peer-reviewed research.
Our mission
“To decouple technological progress from environmental degradation by engineering AI systems that are as efficient as they are intelligent.”
Global Sustainable AI
Why sustainable AI
Progress requires new measures.
Model capability cannot be separated from energy, materials, governance, or the communities affected by deployment.
Social Responsibility
Making AI benefits and decision-making power accessible across regions and institutions.
Economic Resilience
Developing cost-effective systems that preserve capability with fewer resources.
Our framework
Foundational Principles
Absolute Transparency
Open sourcing datasets, weights, and energy metrics for every publication.
Energy Efficiency
Treating useful work per watt as a primary measure of progress.
Ethical Accountability
Rigorous governance frameworks for long-term social and ecological impact.
Radical Inclusion
Making tools accessible across geographies, institutions, and disciplines.
Research archive
Latest Research
Machine LearningPublication
Energy-Efficient Neural Architectures for Carbon-Negative Edge Computing
A practical approach to sparse quantization that reduces inference energy consumption without compromising accuracy.
Oct 18, 2024 · 12 min read
Climate PolicyResearch Report
Policy Framework for Trans-Border AI Data Sovereignty in Climate Accords
A guide for policymakers managing collaborative climate data across jurisdictions while ensuring algorithmic accountability.
Sep 6, 2024 · 18 min read
Bio-AcousticsPublication
Amazonas-Acoustic-V2: A Multi-Spectral Biodiversity Dataset
An open collection of rainforest acoustic signatures tagged with machine-learning verified species observations.
Aug 14, 2024 · 9 min read
Ethics & GovernanceArticle
Beyond Efficiency: Restorative AI Paradigms for Decolonial Computing
Examining the extractive nature of large-scale systems and proposing alternative frameworks inspired by indigenous stewardship.
Jul 22, 2024 · 11 min read
Global research community
Join a Network of Contributors
Our network connects independent researchers, policy makers, engineers, and students across more than 45 countries.