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One transparency project, the DARPA XAI program, aims to produce "glass box" models that are explainable to a "human-in-the-loop" without greatly sacrificing AI performance. Human users of such a system can understand the AI's cognition (both in real-time and after the fact) and can determine whether to trust the AI. [ 34 ]
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 ...
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 ...
Larry Ellison, co-founder of Oracle and a self-described close friend of Musk, said in September that xAI had signed a contract to train its AI model on Oracle's cloud.
This was followed by an xAI statement calling for the world to prioritise reducing AI’s dangers, signed by prominent members of the tech industry, and Mr Musk also reportedly acquired thousands ...
At the time of the preview, xAI described the chatbot as "a very early beta product – the best we could do with 2 months of training" that could "improve rapidly with each passing week". [13] In December 2023 the Silicon Valley start-up Curio launched a range of AI-powered children's toys, including a rocket-shaped character named Grok.