Tools developed by Microsoft for creating fluid and responsible human-AI experiences with people in mind from the beginning. Each tool is designed to help AI creators, including UX, AI, project . . .
Toolkit List and decriptions by Murat Durmus. Published on Medium. Excerpt: Ethical toolkits can help make data-driven applications and systems fairer, more robust, and transparent. Below are some toolkits that . . .
Toolkit library created by Sriram Vasudevan and Krishnaram Kenthapadi (work done while at LinkedIn). The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning . . .
Tool developed by Responsible AI Institute (formerly Global AI) to provide realtime examples to where AI is currently in use. Everyone is talking about AI, but how and where is . . .
Toolkit developed by the Omidyar Network. The Ethical Explorer is a DIY kit designed to spark group discussion, identify early warning signs, build internal support, and brainstorm solutions to avoid . . .
Toolkit developed by Microsoft. Fairlearn provides developers and data scientists with capabilities to assess the fairness of their machine learning models and mitigate unfairness. Assess existing models and train new . . .
Tool and Conference paper by Ville Vakkuri, Kai-Kristian Kemell, Pekka Abrahamsson. Presented at Euromicro DSD/SEAA 2020 Conference. Abstract: Various recent Artificial Intelligence (AI) system failures, some of which have made . . .
Tool developed by the Responsible AI Institute (formerly AI Global) to assess work in development, to anticipate problems and future-proof AI systems. Access research and industry best practices to assess . . .
Interactive ideation game created by the Partnership on AI to facilitate a global conversation around the complex process of translating ethical technology principles into organizational practice. Closing Gaps aims to collectively surface . . .
Toolkit produced by Open Roboethics Institute. Unlocking the power of data using algorithms and intelligent systems has the potential to help tackle some of the world’s biggest challenges. Most of . . .
Tool created by Open Roboethics Institute. This guide offers a systematic way for you to identify the main stakeholders involved in the technology, consider potential ethical challenges, and ultimately design . . .
Toolkit developed by The RSA Forum for Ethical AI, in partnership with Deepmind, to encourage and facilitate meaningful public engagement on the real-world impacts of AI. This report presents a . . .