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Stochastic parrot is now a neologism used by AI skeptics to refer to machines' lack of understanding of the meaning of their outputs and is sometimes interpreted as a "slur against AI". [6] Its use expanded further when Sam Altman, CEO of Open AI, used the term ironically when he tweeted, "i am a stochastic parrot and so r u."
In 2021, Bender presented a paper, "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜" co-authored with Google researcher Timnit Gebru and others at the ACM Conference on Fairness, Accountability, and Transparency [21] that Google tried to block from publication, part of a sequence of events leading to Gebru departing ...
English: The past 3 years of work in NLP have been characterized by the development and deployment of ever larger language models, especially for English. BERT, its variants, GPT-2/3, and others, most recently Switch-C, have pushed the boundaries of the possible both through architectural innovations and through sheer size.
In contrast, some skeptics of LLM understanding believe that existing LLMs are "simply remixing and recombining existing writing", [116] a phenomenon known as stochastic parrot, or they point to the deficits existing LLMs continue to have in prediction skills, reasoning skills, agency, and explainability. [111]
Gebru had coauthored a paper on the risks of large language models (LLMs) acting as stochastic parrots, and submitted it for publication. According to Jeff Dean, the paper was submitted without waiting for Google's internal review, which then concluded that it ignored too much relevant research. Google management requested that Gebru either ...
Stochastic parrot; Sussy (meme) T. Tang ping; Tecla house; Tipflation This page was last edited on 12 January 2022, at 10:33 (UTC). Text is available under the ...
Red-crowned parrots, whose home range is restricted to the lowlands of northeast Mexico, were first recorded in the Los Angeles area in 1963. Since then, the population has swelled to more than ...
Stochastic parrot – Term used in machine learning; Texas sharpshooter fallacy – Statistical fallacy; The Engine – Fictional computational machine in Gulliver's Travels; The Hidden Reality: Parallel Universes and the Deep Laws of the Cosmos – Book by Brian Greene; The Infinite Monkey Cage – Science and comedy radio show