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[6] [7] At the time, the focus of the research was on improving Seq2seq techniques for machine translation, but the authors go further in the paper, foreseeing the technique's potential for other tasks like question answering and what is now known as multimodal Generative AI. [1] The paper's title is a reference to the song "All You Need Is ...
Nat Turner (October 2, 1800 – November 11, 1831) was an enslaved Black carpenter and preacher who led a four-day rebellion of both enslaved and free Black people in Southampton County, Virginia in August 1831.
Transformer architecture is now used in many generative models that contribute to the ongoing AI boom. In language modelling, ELMo (2018) was a bi-directional LSTM that produces contextualized word embeddings, improving upon the line of research from bag of words and word2vec. It was followed by BERT (2018), an encoder-only Transformer model. [35]
In November 1831, Thomas R. Gray published The Confessions of Nat Turner, based on research he conducted while Turner was in hiding and from conversations with Turner before the trial. The pamphlet sold 40,000 to 50,000 copies, making it a noted source about the rebellion at the time. [ 56 ]
Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems.It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. [1]
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It has been discussed in artificial intelligence research [103] as an approach to strong AI. Neuroimaging technologies that could deliver the necessary detailed understanding are improving rapidly, and futurist Ray Kurzweil in the book The Singularity Is Near [ 102 ] predicts that a map of sufficient quality will become available on a similar ...
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