Artificial intelligence is infiltrating our daily lives, with applications that curate your phone pics, manage your email, and translate text from any language into. KaraZorEl, also known as Supergirl and Linda Lang, is a Kryptonian superhero based in. When Cindy Moon was a child, her parents found out that she had an eidetic memory. Her mother. What Makes an Artificial Intelligence Racist and Sexist. Artificial intelligence is infiltrating our daily lives, with applications that curate your phone pics, manage your email, and translate text from any language into another. Google, Facebook, Apple, and Microsoft are all heavily researching how to integrate AI into their major services. Soon youll likely interact with an AI or its output every time you pick up your phone. Should you trust itNot always. AI can analyze data more quickly and accurately than humans, but it can also inherit our biases. To learn, it needs massive quantities of data, and the easiest way to find that data is to feed it text from the internet. But the internet contains some extremely biased language. Superman is the most powerful being on planet Earth, an alien immigrant named KalEl from the. Consortium comprising Imperial College, Harvard University and the University of Edinburgh has been chosen to run threeyear, 6m virtual academy aimed at upskilling. Artificial Academy Character Database' title='Artificial Academy Character Database' />A Stanford study found that an internet trained AI associated stereotypically white names with positive words like love, and black names with negative words like failure and cancer. Luminoso Chief Science Officer Rob Speer oversees the open source data set Concept. Net Numberbatch, which is used as a knowledge base for AI systems. He tested one of Numberbatchs data sources and found obvious problems with their word associations. When fed the analogy question Man is to woman as shopkeeper is to. It similarly associated women with sewing and cosmetics. While these associations might be appropriate for certain applications, they would cause problems in common AI tasks like evaluating job applicants. An AI doesnt know which associations are problematic, so it would have no problem ranking a womans rsum lower than an identical rsum from a man. Similarly, when Speer tried building a restaurant review algorithm, it rated Mexican food lower because it had learned to associate Mexican with negative words like illegal. So Speer went in and de biased Concept. Net. He identified inappropriate associations and adjusted them to zero, while maintaining appropriate associations like manuncle and womanaunt. He did the same with words related to race, ethnicity, and religion. To fight human bias, it took a human. Numberbatch is the only semantic database with built in de biasing, Speer says in an email. Hes happy for this competitive advantage, but he hopes other knowledge bases will follow suit This is the threat of AI in the near term. Its not some sci fi scenario where robots take over the world. Its AI powered services making decisions we dont understand, where the decisions turn out to hurt certain groups of people. The scariest thing about this bias is how invisibly it can take over. According to Speer, some people will go through life not knowing why they get fewer opportunities, fewer job offers, more interactions with the police or the TSA. Of course, he points out, racism and sexism are baked into society, and promising technological advances, even when explicitly meant to counteract them, often amplify them. Theres no such thing as an objective tool built on subjective data. So AI developers bear a huge responsibility to find the flaws in their AI and address them. There should be more understanding of whats real and whats hype, Speer says. Its easy to overhype AI because most people dont have the right metaphors to understand it yet, and that stops people from being appropriately skeptical. Theres no AI that works like the human brain, he says. To counter the hype, I hope we can stop talking about brains and start talking about whats actually going on its mostly statistics, databases, and pattern recognition. Which shouldnt make it any less interesting. Star Trek Borg Queen. The enigmatic Borg Queen is the central locus of the Borg Collective. She brings order to the legions of voices within the Hive mind and provides a common direction much like the queen of an insect colony. She resides primarily at Unimatrix One in the Delta Quadrant, but will often leave this home base to participate in assimilation efforts of a special nature. The Borg Queen has a unique personality and a sense of individuality that normal Borg drones are not allowed. Survivor Ultimate Pc Game Download. She is usually the one who speaks for the Collective in situations where contact with outsiders is best conducted by an individual. But for the Borg Queen the concepts I and we are interchangeable. In her own words, she is the one who is many. The Queen spends much of her time in her lair with her head and spinal column residing in a special alcove. When she emerges, she will re assemble herself into a predominantly artificial body the arms, legs and torso appearing to be entirely synthetic, while the head and shoulders seeming to be organic, but with substantial cybernetic implants. Information on this being is still very limited. Apparently the Borg Queen has been destroyed on a number of occasions, but another queen always seems to take her place. It is not clear whether more than one queen exists simultaneously, or if a new queen is created when the old one dies. The Borgs collective nature makes it likely that each Borg Queen has all her predecessors andor counterparts qualities and memories. Therefore when she speaks as I, she is presumably referring to all previous manifestations of the Queen, going back probably thousands of years. The earliest Federation data on the Borg Queen was collected by Magnus and Erin Hansen, two exo biologists who spent several years studying the Borg in the 2. U. S. S. Raven. The Hansens were assimilated before they could transmit their findings to Starfleet, but the information was later recovered by the U. S. S. Voyager about 2. In 2. 37. 3, the Borg Queen spearheaded the Collectives attempt to alter Earths history in order to make humanity easier to assimilate. However, due to interdiction by the U. S. S. Enterprise E, not only did the plan fail, but the Queen and all other Borg involved who were occupying the Enterprise at the time were killed when plasma coolant liquefied their organic components. This Queen was soon replaced by another, almost identical one a drone assimilated from Species 1. U. S. S. Voyager in the Delta Quadrant when that Federation crew attempted to procure a transwarp coil. The Borg Queen Vessel was destroyed during that incident however, it is not clear if the Queen herself was still aboard at the time. If so, she was replaced by another virtually identical successor, whom Voyager once again encountered, in 2. Unimatrix Zero phenomenon threatened the integrity of the Collective. That Queen apparently died in 2. Hive and wreaked havoc on a massive scale. At this time, it is not known if the Queen was subsequently replicated, or even if the Borg Collective survived the pathogenic attack. The assimilation of the human race has been an elusive goal of the Borg since its first encounter with the U. S. S. Enterprise D in 2. The Borg Queen has long sought a counterpart with a mind of his or her own to help bridge the gulf between humanity and the Borg someone to be more than just another drone. In late 2. 36. 6, during the Borg incursion that culminated in the costly battle at Wolf 3. Queen wanted Captain Jean Luc Picard to give himself freely to the Borg, but he resisted and was transformed into Locutus. He was soon separated from the Collective, however. Seven years later, during the Borgs temporal incursion to Earth in the year 2. Queen tried to similarly seduce the android Data, by giving him organic components and by appealing to his emotions, but again, resistance proved to be not futile. Her successor later allowed the drone Seven of Nine who had been the daughter of the Hansens probably the first humans ever assimilated to be separated from the Collective by the U. S. S. Voyager, in order for her to gain experience as an individual. Almost two years later, in 2. Queen attempted to lure Seven back into the Collective again, by having her give herself voluntarily to the goal of Borg perfection, while remaining an individual within the Hive. After refamiliarizing Seven with assimilation procedures during an attack upon Species 1. Queen ordered her to program nanoprobe viruses that would be used surreptitiously upon Species 5. In spite of the Queens seductive appeals to the former drone, Seven of Nine refused to assist in the destruction of yet another race, especially the one she had come from and was now living among. The Queen even brought in the Magnus Hansen drone to convince Seven that her family was the Collective. These temptations ultimately failed, and Seven was rescued by Captain Janeway and the U. S. S. Voyager, to the Queens chagrin. In 2. 37. 6 2. 37. Queen was engaged in an obsessive quest to uncover the interlink frequency that bound certain drones in a dreamstate realm called Unimatrix Zero while regenerating. She wished to terminate this realm, because in it drones were able to regain their identities as individuals, and even though they would awaken from it without any memory of the experience, the Queen considered it a threat to her control over the Hive. Thanks to intervention by Voyager, the Queen actually got her wish, but not quite how she wanted Unimatrix Zero was shut down, but the drones who occupied it regained their individuality in the physical world and began a resistance movement to undermine the Collective. In 2. 37. 8 the Queen once again had a fateful encounter with Voyager when a future version of Kathryn Janeway came back in time from the year 2. Borg while using a Transwarp Hub as a shortcut home. The Queen was actually approached by Admiral Janeway with an offer to help the Queen prevent Voyager from destroying the Transwarp Hub in exchange for the ships safe passage to the Alpha Quadrant. But the Queen wanted more she wanted to assimilate the technology from the future. The Queen thought she had the upper hand when she attempted to assimilate the admiral, but it turns out the older Janeway was carrying a neurolytic pathogen that proceeded to infect the Collective. That pathogen brought chaos to the Collective, leading to the decapacitation of the Queen and the destruction of Unimatrix One. The extent of the damage to the Borg as a whole, and its status as a continued threat to the galaxy, remains unknown at this time.