Our research projects take a specific look at automated decision-making in certain sectors, ranging from sustainablity, the COVID-19 pandemic, human resources to social media platforms and public discourse. You can also get involved! Engage and contribute, for example with a data donation!

1 April 2021

#sustain #sustainability

SustAIn: The Sustainability Index for Artificial Intelligence

How sustainable is Artificial Intelligence? At this point in time, we are aware that a lot of energy is needed in the development and application of AI, that so-called click workers classify data sets for training AI systems under very poor working conditions and that these systems quite often reinforce existing patterns of discrimination. In view of an increasing number of AI systems in use, there is an urgent need to discuss how AI can be made more sustainable. This is where our project SustAIn comes in.

9 March 2021

AutoCheck – Mapping risks of discrimination in automated decision-making systems

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25 February 2021 – disputing automated decisions

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9 February 2021

Tracing the Tracers

The ‘Tracing the Tracers’ project provides a platform to continuously update the public on how automated decision-making systems are being used in Europe — and the rest of the world — in response to the COVID-19 pandemic. Read our analyses, search the database and contribute by flagging ADM systems not yet listed here!

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6 December 2020

Data Trusts

Sovereignty in handling your personal data

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Project, 15 September 2020


DataSkop is a platform designed to analyze algorithmic decision-making systems through data donations. Interactive experiments and visualizations help users learn to understand data streams and get an idea of the impacts that algorithms have.

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1 September 2020

Automating Society

The project ‘Automating Society’ aims at composing a previously unreleased mapping and analysis of automated decision-making (ADM) applications in the public policy sphere in Europe.

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28 April 2020

In the realm of paper tigers – exploring the failings of AI ethics guidelines

AlgorithmWatch upgraded its AI Ethic Guidelines Global Inventory by revising its categories and adding a search and filter function. Of the more than 160 guidelines we compiled, only a fraction have the necessary enforcement mechanisms in place and the overwhelming majority comes from Europe and the US.

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1 March 2020

Bestehende und künftige Regelungen des Einsatzes von Algorithmen im HR-Bereich

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28 February 2020

Arbeitsrechtliche Aspekte und Beschäftigtendatenschutz

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28 February 2020

Leitfaden zur Überprüfung essenzieller Eigenschaften KI-basierter Systeme für Betriebsräte und andere Personalvertretungen

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27 February 2020

Rechte und Autonomie von Beschäftigten stärken – Warum Gesetzgeber, Unternehmen und Betriebsräte handeln müssen

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14 November 2019

Data Trusts: Why, What and How

How do we, the general public, gain greater control over the estimated 2.5 quintillion bytes of data that is recorded, stored, processed and analysed, every day? Anouk Ruhaak about the concept of data trusts as a way to claw back some control over the digital utilities that we rely on for our everyday lives.

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2 September 2019

First stakeholder convening of the Governing Platforms Project to take place in October

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25 April 2019

Governing Platforms

This project aims to identify the negative effects of intermediaries on public discourse. In a participatory process involving civil society and other interest groups, we will develop proposals for innovative governance measures and other instruments to be incorporated into the political processes of the EU and its member states.

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9 April 2019

AI Ethics Guidelines Global Inventory

AlgorithmWatch's inventory of principles, voluntary commitments and frameworks for an ethical use of algorithms and AI (work in progress)…

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2 April 2019

Atlas of Automation

With the "Atlas of Automation" AlgortihmWatch aims to map the state-of-the-art of automated decision-making (ADM) systems in Germany from a participatory perspective.

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27 January 2019


The project OpenSCHUFA examines the scoring process of Germany's largest credit agency based on a large-scale crowdsourcing campaign.

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22 January 2019

Automated Human Resources Management and Labor Rights

The AlgorithmWatch project explores the use of automated decision-making or decision –support (ADM) systems in human resources (HR) management and its implications on labor rights – funded by Hans Boeckler Stiftung.

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