Just Hiring! How to Reduce Discrimination when Using Algorithms in Recruitment

Project "FINDHR"

Just Hiring! How to Reduce Discrimination when Using Algorithms in Recruitment

AI that pre-sorts job applications? As part of the Horizon Europe project “FINDHR,” we developed algorithms, methods, and training to reduce discrimination when AI is used in recruitment. Here are our findings.

Automation on the Move

Systems based on Artificial Intelligence (AI) and automated decision-making (ADM) are increasingly being experimented with and used on migrants, refugees, and travelers. Too often, this is done without adequate democratic discussion or oversight. In addition, their use lacks transparency and justification to those who are subjected to these systems, as a growing body of literature and evidence shows. This needs to change.

New research

ChatGPT and Co: Are AI-driven search engines a threat to democratic elections?

A new study by AlgorithmWatch and AI Forensics shows that using Large Language Models like Bing Chat as a source of information for deciding how to vote is a very bad idea. As their answers to important questions are partly completely wrong and partly misleading, the likes of ChatGPT can be dangerous to the formation of public opinion in a democracy.

New project: Auditing Algorithms for Systemic Risks

Assessing algorithmic systems is an indispensable step towards the protection of democracy, human rights, and the rule of law. At the moment, it is largely unclear how it can and should be done. With the support of Alfred Landecker Foundation, we are developing ideas, procedures, and best practices to effectively assess algorithms for systemic risks, test them in practice, and advocate for their adoption.

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.

Mapping risks of discrimination in automated decision-making systems

Unding.de – disputing automated decisions

Tracing the Tracers

Overview, analyses & database

Data Trusts

Sovereignty in handling your personal data

DataSkop

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.

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.

Towards a Monitoring of Instagram

Help us unveil the secrets of Instagram's algorithm

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.

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

Arbeitsrechtliche Aspekte und Beschäftigtendatenschutz

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

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

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.

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

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.

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)…

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.