Category: Accountability

Tool: AI Assessment Tool
Tool: AI Assessment Tool

This open-source AI assessment tool from AI4Belgium, based on the European Commission's ALTAI questionnaire, can help you make your AI system more transparent, robust and trustworthy

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Tool: The Digital Ethics Compass
Tool: The Digital Ethics Compass

The Digital Ethics Compass toolkit includes several questions, recommendations and a workshop to learn more about how to design digital products in an ethical way and how to use this as a competitive advantage.

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Tool: AI Blindspots healthcare
Tool: AI Blindspots healthcare

How can you avoid replicating societal biases, prejudices and structural disparities in your AI healthcare system? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots healthcare card set.

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Tool: AI Blindspots 2.0 - planning phase - kopie
Tool: AI Blindspots 2.0 - planning phase - kopie

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

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Tool: AI Blindspots 2.0 - development phase - kopie
Tool: AI Blindspots 2.0 - development phase - kopie

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

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Tool: AI Blindspots 2.0
Tool: AI Blindspots 2.0

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

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Tool: AI Blindspots 2.0 - planning phase
Tool: AI Blindspots 2.0 - planning phase

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

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Tool: AI Blindspots 2.0 - development phase
Tool: AI Blindspots 2.0 - development phase

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

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Tool: AI Blindspots 2.0 - implementation phase
Tool: AI Blindspots 2.0 - implementation phase

How can you take into account possible prejudices and structural inequalities before, during and after the development of your AI application? In order to help you do this, the Knowledge Centre Data & Society developed the AI Blindspots card set.

Publications
Tool: Dynamics of AI Principles
Tool: Dynamics of AI Principles

The AI Ethics Lab has developed a toolbox that gives an overview of the different existing sets of principles that you can integrate and/or evaluate in your AI system.

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Tool: Ethics Inc., a design game for ethical AI
Tool: Ethics Inc., a design game for ethical AI

In the cooperative card game Ethics Inc. you design ethically responsible AI applications together.

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Tool: Ethical Explorers Pack
Tool: Ethical Explorers Pack

You’d like to develop products that would make the world a bit better? Omidyar offers a tool to help you with the development of responsible technology. Bonus: you also receive a guide to actually change the way your organisation develops tech.

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Tool: AI Explainability 360 Open Source Toolkit
Tool: AI Explainability 360 Open Source Toolkit

A good way to get acquainted with the idea of explainable AI is to look at IBM Research's AI Explainability 360 Open Source Toolkit. In addition they offer multiple algorithms as a possible start of using explainable AI (XAI).

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Tool: Guidance Ethics
Tool: Guidance Ethics

The approach to guidance ethics aims to start the dialogue about the connection between ethics and technology through a workshop.

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Tool: Aequitas
Tool: Aequitas

The Aequitas tool performs an audit for your project. This method is intended to analyze whether there are prejudices in the data and in the models you use. You can perform the audit via the desktop or online tool.

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Tool: AI System Ethics Self-Assessment Tool
Tool: AI System Ethics Self-Assessment Tool

Do you want to know how ethical your AI application is? The AI systems Ethics Self-Assessment Tool helps you to estimate four ethical principles yourself.

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Tool: Principles for Accountable Algorithms en Social Impact Statement for Algorithms
Tool: Principles for Accountable Algorithms en Social Impact Statement for Algorithms

This tool by FAT/ML ( ‘Fairness, Accountability and Transparency in Machine Learning’) has as goal to promote the following ethical principles: responsibility, explainability, accuracy and accountability.

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Tool: Data Ethics Decision Aid (DEDA)
Tool: Data Ethics Decision Aid (DEDA)

This tool was created by and for data scientists. It consists of various methodologies that all can be applied at the start of a project. The aim is to document ethical issues and decisions in this regard, for example, to provide accountability towards stakeholders.

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Tool: Ethics framework van Machine Intelligence Garage
Tool: Ethics framework van Machine Intelligence Garage

The Ethics framework of Machine Intelligence Garage consists of seven principles, each with a set of questions that can lead to a better understanding of how to deal with ethics in your design.

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