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Announcement of Google Duplex, a service to allow an AI assistant to book appointments over the phone. The Los Angeles Times judges the AI's voice to be a "nearly flawless" imitation of human-sounding speech. [127] 2019 DeepMind's AlphaStar reaches Grandmaster level at StarCraft II, outperforming 99.8 percent of human players. [128]
Generative science is an area of research that explores the natural world and its complex behaviours. It explores ways "to generate apparently unanticipated and infinite behaviour based on deterministic and finite rules and parameters reproducing or resembling the behavior of natural and social phenomena". [1]
For many years, sequence modelling and generation was done by using plain recurrent neural networks (RNNs). A well-cited early example was the Elman network (1990). In theory, the information from one token can propagate arbitrarily far down the sequence, but in practice the vanishing-gradient problem leaves the model's state at the end of a long sentence without precise, extractable ...
Generation Alpha (often shortened to Gen Alpha) is the demographic cohort succeeding Generation Z.Researchers and popular media use the early 2010s as starting birth years to the mid-2020s as the ending birth years (see ยง Date and age range definitions).
In 2016, Reed, Akata, Yan et al. became the first to use generative adversarial networks for the text-to-image task. [5] [7] With models trained on narrow, domain-specific datasets, they were able to generate "visually plausible" images of birds and flowers from text captions like "an all black bird with a distinct thick, rounded bill".
Brian Eno, who coined the term generative music, has used generative techniques on many of his works, starting with Discreet Music (1975) up to and including (according to Sound on Sound Oct 2005) Another Day on Earth. His works, lectures, and interviews on the subject [3] have done much to promote generative music in the avant-garde music ...
The company acquired Loom.ai, a company that creates 3D avatars from photographs, in December 2020. [15] In January 2021, Roblox Corporation announced that it would pursue a direct listing instead of an IPO. [16] The SEC had also requested that Roblox Corporation changes how it reports the sales of its virtual currency, Robux. [17]
In machine learning, diffusion models, also known as diffusion probabilistic models or score-based generative models, are a class of latent variable generative models. A diffusion model consists of three major components: the forward process, the reverse process, and the sampling procedure. [ 1 ]