{"id":28765,"date":"2014-01-15T15:07:48","date_gmt":"2014-01-15T14:07:48","guid":{"rendered":"http:\/\/cyborgs.cc\/?p=222"},"modified":"2014-01-15T15:07:48","modified_gmt":"2014-01-15T14:07:48","slug":"googles-computer-sind-jetzt-schlauer-als-ihre-programmierer","status":"publish","type":"post","link":"https:\/\/meta.copyriot.com\/2014\/01\/googles-computer-sind-jetzt-schlauer-als-ihre-programmierer\/","title":{"rendered":"Googles Computer sind jetzt schlauer als ihre Programmierer"},"content":{"rendered":"<p>In einem Talk auf der <em>Machine Learning Conference<\/em> in San Francisco hat Google Software-Ingenieur Quoc V. Le erkl\u00e4rt, dass <a title=\"If this doesn't terrify you... Google's computers OUTWIT their humans\" href=\"http:\/\/www.theregister.co.uk\/2013\/11\/15\/google_thinking_machines\/\" >Googles Computer mittlerweile dank einer Technik namens &#8220;deep learning&#8221; in der Lage sind, Probleme zu l\u00f6sen, die ihre Programmierer nicht l\u00f6sen k\u00f6nnen<\/a>.<\/p>\n<p>&#8220;Deep Learning&#8221; wird zur Sprachsuche, Bilderkennung und \u00dcbersetzung angewendet. Dabei verarbeiten viele Computer gemeinsam gro\u00dfe Mengen an Daten und kategorisieren diese. Mittlerweile sind die Computer darin laut Quoc V. Le auf einem Niveau, dass ihre Programmierer sich nicht mehr richtig erkl\u00e4ren k\u00f6nnen. Sie erkennen Gegenst\u00e4nde auf Bildern zuverl\u00e4ssiger als jeder Mensch. In gewisser Weise hat also das Programm Features entwickelt, die niemand programmiert hat.<\/p>\n<p>Eine <a title=\"K\u00fcnstliche Intelligenz\" href=\"http:\/\/de.wikipedia.org\/wiki\/K%C3%BCnstliche_Intelligenz\" >A.I. (K\u00fcnstliche Intelligenz)<\/a> ist das noch nicht, bestenfalls ein positiv stimmender Schritt in diese Richtung. Googles A.I.-Chef Peter Norvig hofft jedenfalls, mithilfe von datenintensiven Methoden wie &#8220;Deep Learning&#8221; k\u00fcnftig noch viel mehr Probleme l\u00f6sen zu k\u00f6nnen, die heute noch unl\u00f6sbar erscheinen.<\/p>\n<p>Deswegen arbeitet Google intensiv an der Entwicklung von A.I.s. F\u00fcr einen Konzern wie Google h\u00e4tten diese \u00f6ffenkundig Vorteile: Man kann Probleme l\u00f6sen, die anders nicht l\u00f6sbar w\u00e4ren und man braucht weniger Personal, ist also unabh\u00e4ngiger vom &#8220;Faktor Mensch&#8221;.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In einem Talk auf der Machine Learning Conference in San Francisco hat Google Software-Ingenieur Quoc V. Le erkl&auml;rt, dass Googles Computer mittlerweile dank einer Technik namens &ldquo;deep learning&rdquo; in der Lage sind, Probleme zu l&ouml;sen, die ihre Programmierer nicht l&ouml;sen<span>&hellip;<\/span><\/p>\n<div><a href=\"http:\/\/cyborgs.cc\/?p=222\">Weiterlesen &rsaquo;<\/a><\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":880,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-28765","post","type-post","status-publish","format-standard","hentry","category-syndicated"],"_links":{"self":[{"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/posts\/28765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/users\/880"}],"replies":[{"embeddable":true,"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/comments?post=28765"}],"version-history":[{"count":0,"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/posts\/28765\/revisions"}],"wp:attachment":[{"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/media?parent=28765"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/categories?post=28765"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meta.copyriot.com\/wp-json\/wp\/v2\/tags?post=28765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}