Hallucination (artificial Intelligence)
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Hallucination (artificial Intelligence)
In artificial intelligence, a hallucination or artificial hallucination is a confident response by an artificial intelligence that does not seem to be justified by its training data when the model has a tendency of "hallucinating" deceptive data. The term is derived from the psychological concept of hallucination because they share similar characteristics. One of the dangers of hallucinations is that the output of the model will look correct even if it is wrong. In natural language processing In natural language processing, a hallucination is often defined as "generated content that is nonsensical or unfaithful to the provided source content". Errors in encoding and decoding between text and representations can cause hallucinations. AI training to produce diverse responses can also lead to hallucination. Hallucinations can also occur when the AI is trained on a dataset wherein labeled summaries, despite being factually accurate, are not directly grounded in the labeled data purp ...
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Artificial Intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech recognition, computer vision, translation between (natural) languages, as well as other mappings of inputs. The ''Oxford English Dictionary'' of Oxford University Press defines artificial intelligence as: the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. AI applications include advanced web search engines (e.g., Google), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Tesla), automated decision-making and competing at the highest level in strategic game systems (such as chess and Go). ...
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Nicaragua
Nicaragua (; ), officially the Republic of Nicaragua (), is the largest country in Central America, bordered by Honduras to the north, the Caribbean to the east, Costa Rica to the south, and the Pacific Ocean to the west. Managua is the country's capital and largest city. , it was estimated to be the second largest city in Central America. Nicaragua's multiethnic population of six million includes people of mestizo, indigenous, European and African heritage. The main language is Spanish. Indigenous tribes on the Mosquito Coast speak their own languages and English. Originally inhabited by various indigenous cultures since ancient times, the region was conquered by the Spanish Empire in the 16th century. Nicaragua gained independence from Spain in 1821. The Mosquito Coast followed a different historical path, being colonized by the English in the 17th century and later coming under British rule. It became an autonomous territory of Nicaragua in 1860 and its northernmost part ...
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Training, Validation, And Test Data Sets
In machine learning, a common task is the study and construction of algorithms that can learn from and make predictions on data. Such algorithms function by making data-driven predictions or decisions, through building a mathematical model from input data. These input data used to build the model are usually divided in multiple data sets. In particular, three data sets are commonly used in different stages of the creation of the model: training, validation and test sets. The model is initially fit on a training data set, which is a set of examples used to fit the parameters (e.g. weights of connections between neurons in artificial neural networks) of the model. The model (e.g. a naive Bayes classifier) is trained on the training data set using a supervised learning method, for example using optimization methods such as gradient descent or stochastic gradient descent. In practice, the training data set often consists of pairs of an input vector (or scalar) and the corresponding ...
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Substack
Substack is an American online platform that provides publishing, payment, analytics, and design infrastructure to support subscription newsletters. It allows writers to send digital newsletters directly to subscribers. Founded in 2017, Substack is headquartered in San Francisco. History Substack was founded in 2017 by Chris Best, the co-founder of Kik Messenger; Jairaj Sethi, a developer; and Hamish McKenzie, a former PandoDaily tech reporter. Best and McKenzie describe Ben Thompson's ''Stratechery,'' a subscription-based tech and media newsletter, as a major inspiration for their platform. Christopher Best operates as chief executive as of March 2019. Content Substack users range from journalists to experts to large media sites. Among the high-profile writers to have used the platform are Pulitzer-Prize-winning journalist and author Glenn Greenwald, culture critic Anne Helen Petersen, music essayist Robert Christgau, and food writer Alison Roman. ''The New York Times'' c ...
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Slate (magazine)
''Slate'' is an online magazine that covers current affairs, politics, and culture in the United States. It was created in 1996 by former '' New Republic'' editor Michael Kinsley, initially under the ownership of Microsoft as part of MSN. In 2004, it was purchased by The Washington Post Company (later renamed the Graham Holdings Company), and since 2008 has been managed by The Slate Group, an online publishing entity created by Graham Holdings. ''Slate'' is based in New York City, with an additional office in Washington, D.C. ''Slate'', which is updated throughout the day, covers politics, arts and culture, sports, and news. According to its former editor-in-chief Julia Turner, the magazine is "not fundamentally a breaking news source", but rather aimed at helping readers to "analyze and understand and interpret the world" with witty and entertaining writing. As of mid-2015, it publishes about 1,500 stories per month. A French version, ''slate.fr'', was launched in February 20 ...
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Science (journal)
''Science'', also widely referred to as ''Science Magazine'', is the peer-reviewed academic journal of the American Association for the Advancement of Science (AAAS) and one of the world's top academic journals. It was first published in 1880, is currently circulated weekly and has a subscriber base of around 130,000. Because institutional subscriptions and online access serve a larger audience, its estimated readership is over 400,000 people. ''Science'' is based in Washington, D.C., United States, with a second office in Cambridge, UK. Contents The major focus of the journal is publishing important original scientific research and research reviews, but ''Science'' also publishes science-related news, opinions on science policy and other matters of interest to scientists and others who are concerned with the wide implications of science and technology. Unlike most scientific journals, which focus on a specific field, ''Science'' and its rival ''Nature (journal), Nature'' c ...
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Churros
A churro (, ) is a type of fried dough from Spanish and Portuguese cuisine. They are also found in Latin American cuisine and in other areas that have received immigration from Spanish and Portuguese-speaking countries, especially in the Southwestern United States and France. In Spain, churros can either be thin (and sometimes knotted) or long and thick, where they are known as or ''jeringos'' in some regions. They are normally eaten for breakfast dipped in champurrado, hot chocolate, dulce de leche or café con leche. Cinnamon sugar is often sprinkled on top. There are also two slightly different snacks in Portugal, called ''porra'' and fartura, which are filled with jelly instead of the ''doce de leite'', traditional to Brazilian churros. History The origin of churros is unclear. One theory suggests the concept was brought to Europe from China by the Portuguese. The Portuguese sailed for the Orient and as they returned from Ming-dynasty China to Portugal, they brought ...
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Harold Coward
Harold Coward (born 1936) is a Canadian scholar of bioethics and religious studies. A Bachelor in Divinity (Christian Theology), he earned a doctoral degree in Philosophy in 1973 from the McMaster University. He was a professor at University of Victoria and the University of Calgary. He is particularly known for his studies of Indian religions, as an editor of the ''Encyclopedia of Hinduism'', and has been a Fellow of the Royal Society of Canada since 1991. Coward is the author of many publications and has been profiled in ''The Vancouver Sun''. Coward's works and publications have been discussed multiple times in popular media. In 1994, ''The Vancouver Sun'' described Coward as "one of the world's leaders in creating a constructive religious response to the population crisis". In 1997, Coward was described as "arguably the most dynamic religion scholar in Canada today". Coward was the first director at the University of Calgary Press (1981–83). Coward was director of the Un ...
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Fast Company
''Fast Company'' is a monthly American business magazine published in print and online that focuses on technology, business, and design. It publishes six print issues per year. History ''Fast Company'' was launched in November 1995 by Alan Webber and Bill Taylor (businessman), Bill Taylor, two former ''Harvard Business Review'' editors, and publisher Mortimer Zuckerman. The publication's early competitors included ''Red Herring (magazine), Red Herring'', ''Business 2.0'' and ''The Industry Standard''. In 1997, ''Fast Company'' created an online social network, the "Company of Friends" which spawned a number of groups that began meeting. At one point the Company of Friends had over 40,000 members in 120 cities, although by 2003 that number had declined to 8,000. In 2000, Zuckerman sold ''Fast Company'' to Gruner + Jahr, majority owned by media giant Bertelsmann, for $550 million. Just as the sale was completed, the dot-com bubble burst, leading to significant losses and a decli ...
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Kalmbach Media
Kalmbach Media (formerly Kalmbach Publishing Co.) is an American publisher of books and magazines, many of them railroad-related, located in Waukesha, Wisconsin, Waukesha, Wisconsin. History The company's first publication was Model Railroader, ''The Model Railroader'', which began publication in the summer of 1933 with a cover date of January 1934. A press release announcing the magazine appeared in August 1933, but did not receive much interest. In 1940, business was good enough for Kalmbach to launch another magazine about railroads in general with the simple title of ''Trains (magazine), Trains Magazine''. From its first issue dated November 1940, it grew quickly from an initial circulation of just over 5,000. Kalmbach became exclusively a publisher when it discontinued its printing operations in 1973, opting to contract production from other printers. In 1985, Kalmbach purchased AstroMedia Corporation, adding its four magazines: ''Astronomy (magazine), Astronomy'', ''De ...
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Discover (magazine)
''Discover'' is an American general audience science magazine launched in October 1980 by Time Inc. It has been owned by Kalmbach Publishing since 2010. History Founding ''Discover'' was created primarily through the efforts of ''Time'' magazine editor Leon Jaroff. He noticed that magazine sales jumped every time the cover featured a science topic. Jaroff interpreted this as a considerable public interest in science, and in 1971, he began agitating for the creation of a science-oriented magazine. This was difficult, as a former colleague noted, because "Selling science to people who graduated to be managers was very difficult".Hevesi, Dennis"Leon Jaroff, Editor at Time and Discover Magazines, Dies at 85" ''The New York Times'', 21 October 2012 Jaroff's persistence finally paid off, and ''Discover'' magazine published its first edition in 1980. ''Discover'' was originally launched into a burgeoning market for science magazines aimed at educated non-professionals, intended to ...
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No-hair Theorem
The no-hair theorem states that all stationary black hole solutions of the Einstein–Maxwell equations of gravitation and electromagnetism in general relativity can be completely characterized by only three independent ''externally'' observable classical parameters: mass, electric charge, and angular momentum. Other characteristics (such as geometry and magnetic moment) are uniquely determined by these three parameters, and all other information (for which "hair" is a metaphor) about the matter that formed a black hole or is falling into it "disappears" behind the black-hole event horizon and is therefore permanently inaccessible to external observers after the black hole "settles down" (by emitting gravitational and electromagnetic waves). Physicist John Archibald Wheeler expressed this idea with the phrase "black holes have no hair", which was the origin of the name. In a later interview, Wheeler said that Jacob Bekenstein coined this phrase. Richard Feynman objected to the ...
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