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Explainable AI (XAI), often overlapping with interpretable AI, or explainable machine learning (XML), is a field of research within artificial intelligence (AI) that explores methods that provide humans with the ability of intellectual oversight over AI algorithms.
Explainable Artificial Intelligence in the context of black box machine learning models: Saliency maps are a prominent tool in XAI, [6] providing visual explanations of the decision-making process of machine learning models, particularly deep neural networks. These maps highlight the regions in input images, text, or other types of data that ...
Artificial intelligence engineering (AI engineering) is a technical discipline that focuses on the design, development, and deployment of AI systems. AI engineering involves applying engineering principles and methodologies to create scalable, efficient, and reliable AI-based solutions.
Define interpretable AI in the second paragraph, and clearly distinguish it from "explainable AI". ---- CharlesTGillingham ( talk ) 08:40, 9 September 2023 (UTC) [ reply ] Note for transparency: I had notified WikiProject Computer Science of this discussion with this edit to garner some more input.
Asked in July whether he intended xAI to make products for the general public or for business customers, Musk vaguely answered that his team’s goal was “to make useful AI, I guess,” with ...
The move could give the public free access to experiment with the code behind the technology and aligns xAI with firms such as Meta and France's Mistral, both of which have open-source AI models.
The field of Explainable AI seeks to provide better explanations from existing algorithms, and algorithms that are more easily explainable, but it is a young and active field. [ 18 ] [ 19 ] Others argue that the difficulties with explainability are due to its overly narrow focus on technical solutions rather than connecting the issue to the ...
The new AI company in town, xAI, has recently gone on a hiring spree for AI tutors skilled not just in English, but also in Hindi, Chinese, Russian, and Spanish. Fortune has reached out to Yang ...
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