Resources
A field guide to the movement.
Curated research, monitoring platforms, climate tools, organizations, and technologies — the working pieces of Automated Externality Accounting.
01
News & Research
Latest developments in AI-powered environmental monitoring and sustainability
From Hobart to Dhaka: Using cameras and AI to build an automatic litter detection system
Elephants counted from space for conservation
How much is an elephant worth? Meet the ecologists doing the sums
The Stock Exchange Of Nature? A Startup Is Tokenizing The Planet To Save It
Hundreds of sewage leaks detected thanks to AI
Tackling air pollution with autonomous drones
Smartphone screens effective sensors for soil or water contamination
Saving seaweed with machine learning
AI can catalogue a forest’s inhabitants simply by listening
New research harnesses AI and satellite imagery to reveal human activity at sea
AI to track hedgehog populations in pioneering UK project
Market Intermediaries: A post-AGI Vision for the Economy
02
Environmental Monitoring
Platforms tracking air quality, water, forests, and pollution in real-time
03
Carbon & Climate
Carbon tracking, credits, offsets, and climate action platforms
04
Organizations & Coalitions
Groups working on sustainability policy, natural capital, and environmental law
05
Technology Platforms
Innovative tools enabling transparency, tracking, and accountability
Know something that belongs here?
The movement grows by connection. If you’re building — or have found — a tool, initiative, or piece of research that advances externality accounting, we’d love to hear about it.