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Javier E

Google Brings New Meaning to the Web - IEEE Spectrum - 0 views

  • Google’s new push to make sense of the Web in terms of “things, not strings,” to use the company’s catchphrase. Instead of just indexing Web documents by the words they contain, “we really need to understand about things in the real world,” says Shashi Thakur, technical lead on the Knowledge Graph project, which some see as a stepping stone to a long-sought system called the Semantic Web.
  • Google’s Knowledge Graph adds a new dimension to searches, because the company now keeps track of what many search terms mean. That’s what allows the system to recognize the connection between Margaret Thatcher (the person) and Grantham (her place of birth)—not because the two strings show up together on a lot of Web pages.
  • reebase was just one building block Google used to create Knowledge Graph. “We’re definitely open to using any data we have privileges to use,” says Thakur, who gives the CIA World Factbook and Wikipedia as examples of other collections of public knowledge that he and his colleagues tapped. He says that Google has also licensed certain data sets and points out that the company has some large data sets developed internally—the information collected for Google Maps, for example. “All of those go into the Knowledge Graph,” says Thakur.
Javier E

Enlightenment's Evil Twin - The Atlantic - 0 views

  • The first time I can remember feeling like I didn’t exist, I was 15. I was sitting on a train and all of a sudden I felt like I’d been dropped into someone else’s body. My memories, experiences, and feelings—the things that make up my intrinsic sense of “me-ness”—projected across my mind like phantasmagoria, but I felt like they belonged to someone else. Like I was experiencing life in the third person.
  • It’s characterized by a pervasive and disturbing sense of unreality in both the experience of self (called “depersonalization”) and one’s surroundings (known as “derealization”); accounts of it are surreal, obscure, shrouded in terms like “unreality” and “dream,” but they’re often conveyed with an almost incongruous lucidity.
  • It’s not a psychotic condition; the sufferers are aware that what they’re perceiving is unusual. “We call it an ‘as if’ disorder. People say they feel as if they’re in a movie, as if they’re a robot,” Medford says.
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  • Studies carried out with college students have found that brief episodes are common in young people, with a prevalence ranging from 30 to 70 percent. It can happen when you’re jet-lagged, hungover, or stressed. But for roughly 1 to 2 percent of the population, it becomes persistent, and distressing
  • Research suggests that areas of the brain that are key to emotional and physical sensations, such as the amygdala and the insula, appear to be less responsive in chronic depersonalization sufferers. You might become less empathetic; your pain threshold might increase. These numbing effects mean that it’s commonly conceived as a defense mechanism; Hunter calls it a “psychological trip switch” which can be triggered in times of stress.
  • Have you ever played that game when you repeat a word over and over again until it loses all meaning? It’s called semantic satiation. Like words, can a sense of self be broken down into arbitrary, socially-constructed components?
  • That question may be why the phenomenon has attracted a lot of interest from philosophers. In a sense, the experience presupposes certain notions of how the self is meant to feel. We think of a self as an essential thing—a soul or an ego that everyone has and is aware of—but scientists and philosophers have been telling us for a while now that the self isn’t quite as it seems
  • there is no center in the brain where the self is generated. “What we experience is a powerful depiction generated by our brains for our benefit,” he writes. Brains make sense of data that would otherwise be overwhelming. “Experiences are fragmented episodes unless they are woven together in a meaningful narrative,” he writes, with the self being the story that “pulls it all together.”
  • “The unity [of self that] we experience, which allows us legitimately to talk of ‘I,’ is a result of the Ego Trick—the remarkable way in which a complicated bundle of mental events, made possible by the brain, creates a singular self, without there being a singular thing underlying it,”
  • depersonalization is both a burden, a horrible burden—but it’s in some strange way a blessing, to reach some depths, some meaning which somehow comes only in the broken mirror,” Bezzubova says. “It’s a Dostoyevsky style illumination—where clarity cannot be distinguished from pain.”
  • for her, the experience is pleasant. “It’s helped me in my life,” she says. Over the past few years, she has learned to interpret her experiences in a Buddhist context, and she describes depersonalization as a “deconditioning” of sorts: “The significance I place on the world is all in my mind,”
  • “I believe I am on the path to enlightenment,” she says.
  • The crossover between dark mental states and Buddhist practices is being investigated
  • Mindfulness has become increasingly popular in the West over the past few years, but as Britton told The Atlantic, the practice in its original form isn’t just about relaxation: It’s about the often painstaking process of coming to terms with three specific insights of the Theravadin Buddhist tradition, which are anicca, or impermanence; dukkha, or dissatisfaction; and anatta, or not-self.
  • depersonalization must cause the patient distress and have an impact on her daily functioning for it to be classified as clinically significant. In this sense, it seems inappropriate to call Alice’s experiences pathological. “We have ways of measuring disorders, but you have to ask if it’s meaningful. It’s an open question,”
  • “I think calling it a loss of self is maybe a convenient shorthand for something that’s hard to capture,” he says. “I prefer to talk about experience—because that’s what’s important in psychiatry.”
Javier E

Google Alters Search to Handle More Complex Queries - NYTimes.com - 0 views

  • Google on Thursday announced one of the biggest changes to its search engine, a rewriting of its algorithm to handle more complex queries that affects 90 percent of all searches.
  • The company made the changes, executives said, because Google users are asking increasingly long and complex questions and are searching Google more often on mobile phones with voice search.
  • “They said, ‘Let’s go back and basically replace the engine of a 1950s car,’ ” said Danny Sullivan, founding editor of Search Engine Land, an industry blog. “It’s fair to say the general public seemed not to have noticed that Google ripped out its engine while driving down the road and replaced it with something else.
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  • Google originally matched keywords in a search query to the same words on Web pages. Hummingbird is the culmination of a shift to understanding the meaning of phrases in a query and displaying Web pages that more accurately match that meaning
  • The algorithm also builds on work Google has done to understand conversational language, like interpreting what pronouns in a search query refer to. Hummingbird extends that to all Web searches, not just results related to entities included in the Knowledge Graph. It tries to connect phrases and understand concepts in a long query.
  • The outcome is not a change in how Google searches the Web, but in the results that it shows. Unlike some of its other algorithm changes, including one that pushed down so-called content farms in search results, Hummingbird is unlikely to noticeably affect certain categories of Web businesses, Mr. Sullivan said. Instead, Google says it believes that users will see more precise results
Javier E

Meet DALL-E, the A.I. That Draws Anything at Your Command - The New York Times - 0 views

  • A half decade ago, the world’s leading A.I. labs built systems that could identify objects in digital images and even generate images on their own, including flowers, dogs, cars and faces. A few years later, they built systems that could do much the same with written language, summarizing articles, answering questions, generating tweets and even writing blog posts.
  • DALL-E is a notable step forward because it juggles both language and images and, in some cases, grasps the relationship between the two
  • “We can now use multiple, intersecting streams of information to create better and better technology,”
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  • when Mr. Nichol tweaked his requests a little, adding or subtracting a few words here or there, it provided what he wanted. When he asked for “a piano in a living room filled with sand,” the image looked more like a beach in a living room.
  • DALL-E is what artificial intelligence researchers call a neural network, which is a mathematical system loosely modeled on the network of neurons in the brain.
  • the same technology that recognizes the commands spoken into smartphones and identifies the presence of pedestrians as self-driving cars navigate city streets.
  • A neural network learns skills by analyzing large amounts of data. By pinpointing patterns in thousands of avocado photos, for example, it can learn to recognize an avocado.
  • DALL-E looks for patterns as it analyzes millions of digital images as well as text captions that describe what each image depicts. In this way, it learns to recognize the links between the images and the words.
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