XAI – Development Community

Explainable Artificial Intelligence (XAI)
XAI Developer's Resource and Collaboration Portal

xai explainable ai Artificial Intelligence

Explainable AI Development (XAIDev) is an AI design lifecycle method that ensures AI solutions provide humans sufficient information to concur.  Humans accountable for these critical decisions need more than machine learning’s “black box” outputs to safeguard their areas of responsibility. Explainable Artificial Intelligence (XAI) provides the way to design and implement the social and legal right of explanation into AI decision-making.

XAIDev can dramatically improve the end-user experience by providing assurance these AI decisions are valid and appropriate. Ultimately, XAIDev provides transparency into the decision-making process, providing the necessary evidence and decision-making details to confirm, challenge, and or allow critical decisions to be made.

The Explainable AI (XAI) Program

The XAIDev community is a community of Designers and Developers interested in collaborating with others to produce highly explainable models while maintaining high levels of learning performance (prediction accuracy).  The results aim to provide human users understanding, appropriate trust, and the means to effectively manage the emerging generation of artificially intelligent partners.

The mission of this site is to provide the XAIDev Community a collaboration portal with access to useful tools and resources supporting effective XAIDev.

Explainable Artificial Intelligence (AI) by Xaidev


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