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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.
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 ...
Critics such as Noam Chomsky argue continuing research into symbolic AI will still be necessary to attain general intelligence, [394] [395] in part because sub-symbolic AI is a move away from explainable AI: it can be difficult or impossible to understand why a modern statistical AI program made a particular decision.
This is the AI HLEG's second deliverable, after the April 2019 publication of the "Ethics Guidelines for Trustworthy AI". The June AI HLEG recommendations cover four principal subjects: humans and society at large, research and academia, the private sector, and the public sector. [79]
Explainable artificial intelligence, in artificial intelligence technology; Xai-Xai, a city in the south of Mozambique; XAI, the IATA airport code for Xinyang Minggang Airport, in Xinyang, China; xai, the ISO 639-3 language code of Kaimbé language, an extinct language in Brazil. xAI (company), an American artificial intelligence company
She is founder and director of the UNSW Business AI Lab [1] and deputy director of the UNSW AI Institute. [2] Mary-Anne serves on the Defence Trailblazer Advisory Board and the Australian SKA Regional Centre (Square Kilometer Array Telescope) Board, and the Advisory Boards of Kit (a Commonwealth Bank business), CipherStash an innovative startup ...
Prompt engineering is the process of structuring or crafting an instruction in order to produce the best possible output from a generative artificial intelligence (AI) model. [ 1 ] A prompt is natural language text describing the task that an AI should perform. [ 2 ]
Elements of AI; Embodied agent; Embodied cognitive science; Empowerment (artificial intelligence) Enterprise cognitive system; Environmental impacts of artificial intelligence; Epistemic modal logic; Ethics of artificial intelligence; Evolutionary developmental robotics; Explainable artificial intelligence; Extremal optimization