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Such a challenge can be tackled using explainable AI (XAI for short). Here, we will explore what explainable AI is, then highlight its importance, and illustrate its objectives and benefits. In the second part, we’ll provide an overview and the Python implementation of two popular surrogate models, LIME and SHAP, which can help interpret machine learning models.
Nov 4, 2023 · Nov 3 (Reuters) - Elon Musk's artificial intelligence startup xAI will release its first AI model to a select group on Saturday, the billionaire and Tesla (TSLA.O) CEO said on Friday. This comes ...
The field of explainable AI (XAI) has quickly become a thriving and prolific community. How-ever, a silent, recurrent and acknowledged issue in this area is the lack of consensus regarding its terminology. In particular, each new contribution seems to rely on its own (and often intuitive) ver-sion of terms like “explanation” and ...
Nov 28, 2023 · XAI feeds into responsible AI principles to enable ethical and trustworthy models. The right explanation for the right audience. As this paper detailing a meta-survey about XAI points out, not ...
Jul 13, 2023 · The xAI team will be hosting a Twitter Spaces chat on Friday, July 14, where its members might talk about what the company will actually do. Since the arrival of OpenAI's ChatGPT in late 2022 ...
Dec 30, 2020 · XAI is an implementation of the social right to explanation [1] In it’s simplest form, AI takes some inputs to produce an output. When we talk about Explainable AI, we are really talking about the input variables impact on the output.
Jul 13, 2023 · Although xAI is a separate entity from X Corp, Musk's involvement in various influential companies such as Twitter and Tesla suggests a close collaboration between xAI and these ventures.
