These projects open "black box" algorithms up to expert and/or public audit by sharing inputs, rules, and other components of how the system makes its decisions.
Academic research project on algorithmic risk assessments mediating access to private renting, social housing, mortgages.
The European Association for Algorithmic Fairness was founded in 2023 with the goal of fostering academic research and industrial implementation of algorithmic fairness of AI applications in the conte...
The OASI Register compiles information about algorithms with the aim of increasing public awareness and providing the necessary knowledge for an informed public conversation, and of making possible fo...
In the project “reframe[Tech] – Algorithms for the Common Good”, we are committed to ensuring that efforts to develop and use algorithms and artificial intelligence are more closely aligned with the c...
AI Forensics is a European non-profit that investigates influential and opaque algorithms. We hold major technology platforms accountable by conducting independent and high-profile technical investiga...
A campaign to create hack algorithmic music discovery algorithms to promote an anti-Nazi message and pressure audio platforms to stop hosting Nazi content
An online organizing forum for DoorDash workers to fight low wages
The Algorithmic Transparency Institute builds technology, gathers data, and generates insights to support research, journalism, and advocacy organizations.
The European Centre for Algorithmic Transparency (ECAT) will contribute to a safer, more predictable and trusted online environment for people and business.
What is a more ambitious vision for data use and regulation that can deliver a positive shift in the digital ecosystem towards people and society?
Knowing without Seeing is a research project by Amber Sinha which explores meaningful transparency solutions for opaque algorithms, and privileges comprehension over mere access to information.
A framework to assess automated decision systems and to ensure public accountability
An algorithm that attempts to analyze which information the YouTube algorithm is showing to people.
A Local Law to amend the administrative code of the city of New York, in relation to reporting on algorithmic tools used by city agencies
We're an impact technology company building a blockchain to help you prove your ethical and sustainable practices. .
a project to improve the transparency behind Facebook’s algorithms
Local Law 49
This project explores the meaning of social justice in an age of datafication