Tag: Rapport: Tools voor Ethiek

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).

Publications
Tool: Ethical OS Toolkit
Tool: Ethical OS Toolkit

The Institute for the Future (IFTF) and the Omidyar Network have developed a toolkit to help predict difficult and unwelcome consequences and to prevent these from occurring while you develop products and projects based on AI.

Publications
Tool: Data Ethics Canvas
Tool: Data Ethics Canvas

The Data Ethics Canvas provides tools to address ethical questions during the design and development of a project or product based on data, such as an AI application.

Publications
Tool: The Tarot Cards of Tech
Tool: The Tarot Cards of Tech

A component of designing new technologies is imagining the impacy they will have on the world. In order to facilitate this Artefact created the Tarot Cards of Tech . These cards can. be used during team meeting to perform an informal impact assessment

Publications
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.

Publications
Tool: Artificial Intelligence Impact Assessment (AIIA)
Tool: Artificial Intelligence Impact Assessment (AIIA)

The Artificial Intelligence Impact Assessment (AIIA) is a structured method to clearly identify the (social) benefits of an AI system application. In addition, attention is also paid to analysing the reliability, safety and transparency of the AI system.

Publications
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.

Publications
Tool: AI Maturity Tool
Tool: AI Maturity Tool

The AI Maturity Tool is intended to find out to what extent your organization is ready to get started with AI.

Publications
Tool: Building an Algorithm Tool
Tool: Building an Algorithm Tool

With the Building an Algorithm Tool you ask ethical questions during the entire AI process: the design, development, test phase and implementation of the AI application.

Publications
Tool: Data Ethics Guide
Tool: Data Ethics Guide

The creators of the Data Ethics Guide want to highlight the issues surrounding ethics and make them manageable for companies that work with AI technology. They introduce different concepts of how ethics can be researched within a company. They do this through questions that help determine the current ethical situation.

Publications
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.

Publications
Tool: People+ AI Guidebook
Tool: People+ AI Guidebook

The principles discussed in this guide are intended to assist user experience (UX) professionals and product managers with a human-centered approach to AI. This guide helps them put the user at the center of developing an AI application.

Publications
Tool: Unbias Toolkit
Tool: Unbias Toolkit

This toolkit created by and for young people is meant to share the online experience of young people with policy makers, regulators and the ICT industry.

Publications
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.

Publications
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.

Publications
Tool: Data Ethics Framework
Tool: Data Ethics Framework

This ethical framework is intended for government agencies. However, it can also be useful for other organizations.

Publications
Tool: SDoC for AI / AI service FactSheets
Tool: SDoC for AI / AI service FactSheets

The authors of this article state that suppliers of AI application must create a fact sheet for each product, demonstrating that the application is 'compliant' (an SDoC or 'supplier's declarations of conformity'), just like that for other products happens.

Publications
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.

Publications
Tool: Responsible AI Diagnostic
Tool: Responsible AI Diagnostic

This tool is a self-assessment based on a questionnaire. This can help determine if your company is ready to build a robust, secure and ethical AI solution.

Publications