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Mar 17, 2024 · Grok-1 is a 314 billion parameter Mixture-of-Experts model trained from scratch by xAI. This is the raw base model checkpoint from the Grok-1 pre-training phase, which concluded in October 2023. This means that the model is not fine-tuned for any specific application, such as dialogue. We are releasing the weights and the architecture under the ...
Nov 1, 2023 · 1.1. The black-box issue and solution. The AI community is more concerned about the black-box issue following the establishment of rules for trustworthy AIs that are safe to use. eXplainable Artificial Intelligence (XAI) techniques are aimed at producing ML models with a good interpretability-accuracy tradeoff via: (i) building white/gray-box ML models which are interpretable by design (at least at some degree) while achieving high accuracy or (ii) endowing black-box models with a minimum ...
xAI was founded by Musk in Nevada on March 9, 2023, and has since been headquartered in the San Francisco Bay Area in California. Igor Babuschkin, formerly associated with Google's DeepMind unit, was recruited by Musk to be Chief Engineer. Musk officially announced the formation of xAI on July 12, 2023.
XAI - An eXplainability toolbox for machine learning. 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 ...
May 24, 2021 · Why XAI Explains Individual Decisions Best The best understood area of XAI is individual decision-making: why a person didn’t get approved for a loan, for instance. Techniques with names like LIME and SHAP offer very literal mathematical answers to this question — and the results of that math can be presented to data scientists, managers, regulators and consumers.
Jul 12, 2023 · xAI and Musk’s history with artificial intelligence. The team at xAI, led by Musk, includes former employees of prominent AI companies OpenAI and DeepMind, as well as Microsoft and Tesla.
Jun 1, 2020 · XAI draws as well insights from the Social Sciences [12] and considers the psychology of explanation. Fig. 1 displays the rising trend of contributions on XAI and related concepts. This literature outbreak shares its rationale with the research agendas of national governments and agencies.
