{"id":1899,"date":"2023-07-24T13:17:39","date_gmt":"2023-07-24T16:17:39","guid":{"rendered":"http:\/\/espirita.feak.org\/?p=1899"},"modified":"2023-09-23T08:53:40","modified_gmt":"2023-09-23T11:53:40","slug":"what-is-symbolic-artificial-intelligence","status":"publish","type":"post","link":"http:\/\/espirita.feak.org\/?p=1899","title":{"rendered":"What is symbolic artificial intelligence?"},"content":{"rendered":"<p><h1>AI for Beginners The Difference Between Symbolic &#038; Connectionist AI<\/h1>\n<\/p>\n<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"303px\" alt=\"symbolism ai\"\/><\/p>\n<p><p>This lack of any success in the unrestricted<\/p>\n<p>general case has caused a small set of researchers to break  away into<\/p>\n<p>what is now called<\/p>\n<p> artificial general intelligence<\/p>\n<p> (Goertzel and Pennachin 2007). The stated goals of this movement<\/p>\n<p>include shifting the focus again to building artifacts that are<\/p>\n<p>generally intelligent and not just capable in one narrow domain. One subclass of<\/p>\n<p>games that has seen quite <a href=\"https:\/\/www.metadialog.com\/blog\/symbolic-ai\/\">symbolism ai<\/a> fruitful for commercial deployment of AI is<\/p>\n<p>real-time strategy games. Real-time strategy games are games in which<\/p>\n<p>players manage an army given limited resources. One objective is to<\/p>\n<p>constantly battle other players and reduce an opponent\u2019s forces. Real-time strategy games differ from strategy games in that players<\/p>\n<p>plan their actions simultaneously in real-time and do not have to take<\/p>\n<p>turns playing.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"300px\" alt=\"symbolism ai\"\/><\/p>\n<p><p>Expert systems are monotonic; that is, the more rules you add, the more knowledge is encoded in the system,  but additional rules can\u2019t undo old knowledge. Monotonic basically means one direction; i.e. when one thing goes up, another thing <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> goes up. Knowledge representation algorithms are used to store and retrieve information from a knowledge base. Knowledge representation is used in a variety of applications, including expert systems and decision support systems.<\/p>\n<\/p>\n<p><h2>What to know about augmented language models<\/h2>\n<\/p>\n<p><p>The technology actually dates back to the 1950s, says expert.ai\u2019s Luca Scagliarini, but was considered old-fashioned by the 1990s when demand for procedural knowledge of sensory and motor processes was all the rage. Now that AI is tasked with higher-order systems and data management, the capability to engage in logical thinking and knowledge representation is cool again. Symbols help enhance the intuitiveness of AI tools&#8217; interfaces, allowing users to interact more effortlessly with the technology. By representing actions, concepts, or information through symbols, users can easily grasp the purpose and functionality of different features. This intuitive approach eliminates the need for extensive training or expertise, making AI tools accessible to a wider user base.<\/p>\n<\/p>\n<ul>\n<li>The store could act as a knowledge base and the clauses could act as rules or a restricted form of logic.<\/li>\n<li>You can issue text prompts, in addition to or outside the style templates, to create unique images for your website.<\/li>\n<li>You create a rule-based program that takes new images as inputs, compares the pixels to the original cat image, and responds by saying whether your cat is in those images.<\/li>\n<li>Although people focused on the symbolic type for the first several decades of artificial intelligence&#8217;s history, a newer model called connectionist AI is more popular now.<\/li>\n<\/ul>\n<p><p>Third, it is symbolic, with the capacity of performing causal deduction and generalization. Fourth, the symbols and the links between them are transparent to us, and thus we will know what it has learned or not &#8211; which is the key for the security of an AI system. Last but not least, it is more friendly to unsupervised learning than DNN.<\/p>\n<\/p>\n<p><h2>The second AI summer: knowledge is power, 1978\u20131987<\/h2>\n<\/p>\n<p><p>Having the option of using DALL-E or stable diffusion for your image generation is a reason to consider using AI Power as your image generator. Furthermore, the extensive options it provides for creating digital art make it a good choice for those who want complete creative freedom over the art they create with AI. AI Power is a WordPress plugin with a solid mix of AI tools, including an AI image generator. <a href=\"https:\/\/www.metadialog.com\/blog\/symbolic-ai\/\">symbolism ai<\/a> A standout feature of AI Power\u2019s image generator is the sheer number of settings you can mix and match to create digital art. Set the color mode of your generated image, pick a style, take inspiration from famous artists, and more are just a few settings you can combine to create your digital art in WordPress. AI Power brings the whole gambit of what is possible when generating digital art to WordPress.<\/p>\n<\/p>\n<div style='border: black dashed 1px;padding: 11px;'>\n<h3>AI reveals ancient symbols hidden in Peruvian desert famous for alien theories &#8211; Fox News<\/h3>\n<p>AI reveals ancient symbols hidden in Peruvian desert famous for alien theories.<\/p>\n<p>Posted: Wed, 21 Jun 2023 07:00:00 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMiaGh0dHBzOi8vd3d3LmZveG5ld3MuY29tL3RlY2gvYWktcmV2ZWFscy1hbmNpZW50LXN5bWJvbHMtaGlkZGVuLXBlcnV2aWFuLWRlc2VydC1mYW1vdXMtZm9yLWFsaWVuLXRoZW9yaWVz0gFsaHR0cHM6Ly93d3cuZm94bmV3cy5jb20vdGVjaC9haS1yZXZlYWxzLWFuY2llbnQtc3ltYm9scy1oaWRkZW4tcGVydXZpYW4tZGVzZXJ0LWZhbW91cy1mb3ItYWxpZW4tdGhlb3JpZXMuYW1w?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI for Beginners The Difference Between Symbolic &#038; Connectionist AI This lack of any success in the unrestricted general case has caused a small set of researchers to break away into what is now called artificial general intelligence (Goertzel and Pennachin 2007). The stated goals of this movement include shifting the focus again to building &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"http:\/\/espirita.feak.org\/?p=1899\"> <span class=\"screen-reader-text\">What is symbolic artificial intelligence?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":""},"categories":[62],"tags":[],"_links":{"self":[{"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/posts\/1899"}],"collection":[{"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1899"}],"version-history":[{"count":1,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/posts\/1899\/revisions"}],"predecessor-version":[{"id":1900,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=\/wp\/v2\/posts\/1899\/revisions\/1900"}],"wp:attachment":[{"href":"http:\/\/espirita.feak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1899"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1899"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/espirita.feak.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}