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).

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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.

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Data Ethics Canvas
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.

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Tool: The Tarot Cards of Tech Linkhe Tarot Cards of Tech
Tool: The Tarot Cards of Tech Linkhe 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

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Aanpak begeleidingsethiek
Aanpak begeleidingsethiek

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

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Artificiële Intelligentie Impact Assessment (AIIA)
Artificiële Intelligentie Impact Assessment (AIIA)

De Artificiële Intelligentie Impact Assessment (AIIA) is een gestructureerde methode om de (maatschappelijke) baten van een AI-systeem toepassing duidelijk in kaart te brengen. Daarnaast is er ook aandacht voor het analyseren van de betrouwbaarheid, veiligheid en transparantie van het AI-systeem.

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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 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.

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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.

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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.

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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: 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.

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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.

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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: Data Ethics Framework
Tool: Data Ethics Framework

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

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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.

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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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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.

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