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xAI is an AI company with the mission of advancing scientific discovery and gaining a deeper understanding of our universe. Our first product is Grok - a conversational AI.
- Open Release of Grok-1
We are releasing the base model weights and network...
- About
Understand the Universe. xAI is a company working on...
- Open Release of Grok-1
Learn what explainable AI (XAI) is, how it differs from regular AI, and why it is important for responsible and trustworthy AI development. Explore the techniques, tools and platforms that IBM offers to help you create and manage XAI models.
Explainable AI is a set of tools and frameworks to help you understand and interpret your machine learning models, natively integrated with Google's products and services. You can generate feature attributions, example-based explanations, and model analysis to debug and improve model performance, and help others understand your models' behavior.
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.
Nov 1, 2023 · Based on the literature, we highlight and discuss XAI’s open challenges and future directions in terms of (i) XAI system design, (ii) generalization of XAI, (iii) user interactions with XAI, (iv) XAI ground truth evaluation, and (v) advanced XAI tools.
