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About xAI. xAI is a new company working on building artificial intelligence to accelerate human scientific discovery. We are guided by our mission to advance our collective understanding of the universe. Technical Team. Our team is led by Elon Musk, CEO of Tesla and SpaceX.
Dec 5, 2023 · Explainable artificial intelligence (XAI) as the word represents is a process and a set of methods that helps users by explaining the results and output given by AI/ML algorithms. In this article, we will delve into the topic of XAI how it works, Why it is needed, and various other circumstances.
Explainable artificial intelligence (XAI) is a set of processes and methods that allows human users to comprehend and trust the results and output created by machine learning algorithms. Explainable AI is used to describe an AI model, its expected impact and potential biases.
Explainable AI ( XAI ), often overlapping with Interpretable AI, or Explainable Machine Learning ( XML ), either refers to an artificial intelligence (AI) system over which it is possible for humans to retain intellectual oversight, or refers to the methods to achieve this.
XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contains various tools that enable for analysis and evaluation of data and models. The XAI library is maintained by The Institute for Ethical AI & ML, and it was developed based on the 8 principles for Responsible Machine Learning.
Features. Understand AI output with groundbreaking XAI tools, developed by Google Research and used to power AI at Google. Feature attributions. A managed service for generating feature...
May 24, 2021 · Explainable AI, also abbreviated as XAI, is a set of tools and techniques used by organizations to help people better understand why a model makes certain decisions and how it works. XAI is:
Nov 1, 2023 · Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence - ScienceDirect. Information Fusion. Volume 99, November 2023, 101805. Full length article. Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.
Nov 28, 2023 · Explainable AI (XAI) techniques provide the means to try to unravel the mysteries of AI decision-making, helping end users easily understand and interpret model predictions. This post...
XAI Foundation is a central resource for all explainable AI techniques and practices.
