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Artificial intelligence. Explainable AI ( XAI ), often overlapping with interpretable AI, or explainable machine learning ( XML ), either refers to an artificial intelligence (AI) system over which it is possible for humans to retain intellectual oversight, or refers to the methods to achieve this. [ 1][ 2] The main focus is usually on the ...
Right to explanation. In the regulation of algorithms, particularly artificial intelligence and its subfield of machine learning, a right to explanation (or right to an explanation) is a right to be given an explanation for an output of the algorithm. Such rights primarily refer to individual rights to be given an explanation for decisions that ...
Artificial intelligence in mental health is the application of artificial intelligence (AI), computational technologies and algorithms to supplement the understanding, diagnosis, and treatment of mental health disorders. AI is becoming a ubiquitous force in everyday life which can be seen through frequent operation of models like ChatGPT.
First, an AI is only as good as the training data fed into it. Data that is already riddled with bias -- like texts that associate women with nurses and men with doctors -- will create a bias in ...
The second overarching factor when considering explainable AI is assessing the trade-offs of “true explainable and transparent AI.”. Currently there is a trade-off in some tasks between ...
The Rise Of Micro Startup Acquisitions. Amit Paka is co-founder and chief product officer at Fiddler Labs, an explainable AI startup that enables enterprises to deploy and scale risk- and bias ...
EleutherAI (/ ə ˈ l uː θ ər / [2]) is a grass-roots non-profit artificial intelligence (AI) research group. The group, considered an open-source version of OpenAI, [3] was formed in a Discord server in July 2020 by Connor Leahy, Sid Black, and Leo Gao [4] to organize a replication of GPT-3. In early 2023, it formally incorporated as the ...
Sky, the U.K. broadcaster, is using Pienso to analyze customer service calls, Jones says, while an unnamed U.S. government agency has tested it to monitor illegal weapons tracking. “Pienso’s ...
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