{"id":12237,"date":"2023-01-31T09:00:36","date_gmt":"2023-01-31T07:00:36","guid":{"rendered":"https:\/\/yeeply.com\/en\/?p=12237"},"modified":"2023-12-11T10:47:05","modified_gmt":"2023-12-11T08:47:05","slug":"gpt-3-revolutionising-ai","status":"publish","type":"post","link":"https:\/\/yeeply.com\/en\/blog\/trends-skills\/gpt-3-revolutionising-ai\/","title":{"rendered":"What is GPT-3 and why is it revolutionising AI?"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">GTP-3 is defined by many as the largest artificial neural network that has ever been created to this date.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">This breakthrough presented by artificial intelligence (AI) research and deployment company <\/span><b>OpenAI<\/b><span style=\"font-weight: 400;\"> has entailed a cost of over 4 million dollars for Elon Musk and Sam Altman. Nevertheless, the investment has proven worth such a figure, as it opens a world of possibilities for AI beyond our current imagination.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><div class=\"bt-proyecto\"><a class=\"do-not-track\" href=\"https:\/\/yeeply.com\/en\/?rel=EN-BT-proyecto-digital#publish-project\" target=\"_blank\" rel=\"noopener\">FIND THE BEST TEAM FOR YOUR DIGITAL PROJECT<\/a><\/div><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Index<\/span><\/h2>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#what\"><span style=\"font-weight: 400;\">What is GPT-3?<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#cap\"><span style=\"font-weight: 400;\">GPT-3\u2019s capacity<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#how\"><span style=\"font-weight: 400;\">How does GPT-3 work?<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#some\"><span style=\"font-weight: 400;\">Some of the problems associated with GPT-3<\/span><\/a><\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\"><span id=\"what\" style=\"font-weight: 400;\">What is GPT-3?<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">GPT-3 stands for <\/span><b>Generative Pre-training Transformer 3<\/b><span style=\"font-weight: 400;\">. It\u2019s a <a href=\"https:\/\/yeeply.com\/en\/blog\/artificial-intelligence-machine-deep-learning\/\">deep learning<\/a> model consisting of algorithms capable of recognising data patterns and that can also learn through examples. On this account, it\u2019s considered to be an artificial neural network with long-term memory.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">GTP-3\u2019s uses its algorithms to generate text. These algorithms have been previously trained with a huge database.<\/span><\/i><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">It assesses and processes all the data it receives to fill in the information gaps.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">GTP-3 has been described as <\/span><b>the most important and useful breakthrough in artificial intelligence <\/b><span style=\"font-weight: 400;\">to have taken place in years. It seems to be \u2014 despite still being in its beta version \u2014 the most powerful AI model currently available.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\"><span class=\"fe5nidar khvhiq1o r5qsrrlp i5tg98hk f9ovudaz przvwfww gx1rr48f gfz4du6o r7fjleex nz2484kf svot0ezm dcnh1tix sxl192xd t3g6t33p\"><span class=\"mpj7bzys xzlurrtv\">?<\/span><\/span> <\/span><span style=\"font-weight: 400;\">Read on | <\/span><a href=\"https:\/\/yeeply.com\/en\/blog\/artificial-intelligence-machine-deep-learning\/\"><i><span style=\"font-weight: 400;\">Artificial Intelligence vs Machine Learning vs Deep Learning<\/span><\/i><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span id=\"cap\" style=\"font-weight: 400;\">GPT-3\u2019s capacity<\/span><\/h2>\n<figure id=\"attachment_12239\" aria-describedby=\"caption-attachment-12239\" style=\"width: 748px\" class=\"wp-caption alignnone\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-12239 size-full\" src=\"https:\/\/yeeply.com\/en\/wp-content\/uploads\/2020\/12\/algorithm-1.jpg\" alt=\"Data analysis for GTP-3\" width=\"748\" height=\"499\" srcset=\"https:\/\/yeeply.com\/en\/wp-content\/uploads\/2020\/12\/algorithm-1.jpg 748w, https:\/\/yeeply.com\/en\/wp-content\/uploads\/2020\/12\/algorithm-1-300x200.jpg 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><figcaption id=\"caption-attachment-12239\" class=\"wp-caption-text\">Data analysis. Source: <a href=\"https:\/\/unsplash.com\/@markusspiske\" target=\"_blank\" rel=\"noopener noreferrer\">Unsplash<\/a><\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">It\u2019s capable of generating whole texts by starting with just a single sentence as input and then completing the rest of the writing. To achieve this, it handles more than <\/span><b>175 billion parameters<\/b><span style=\"font-weight: 400;\">. This is a very relevant fact, since its previous version GPT-2, which was launched in 2019, handled only around 1.5 billion parameters. The progress attained in just a year has been amazing.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">GPT-3 can translate texts into other languages and adapt them to different writing styles, such as that of a newspaper article, a fiction novel, etc. It can also write poetry or give us the best answer to any question we pose to it.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">In a nutshell, GTP-3 can cope with <\/span><b>anything that\u2019s structured like a language<\/b><span style=\"font-weight: 400;\">: it can answer questions, write essays, summarise long texts, translate, take notes, and even write computer code.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Yes, you have read that correctly: GTP-3 <\/span><b>can also programme<\/b><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\">To much astonishment, it has been discovered that it\u2019s capable of using a plug-in for Figma, a software tool that is commonly used in app and website design. This feature could have momentous implications for <\/span><span style=\"font-weight: 400;\">the way in which software is developed<\/span><span style=\"font-weight: 400;\"> in the future.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The sheer amount of things it\u2019s capable of doing may seem quite incredible, but its potential skills are even more<\/span><span style=\"font-weight: 400;\"> astounding<\/span><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\"><span class=\"fe5nidar khvhiq1o r5qsrrlp i5tg98hk f9ovudaz przvwfww gx1rr48f gfz4du6o r7fjleex nz2484kf svot0ezm dcnh1tix sxl192xd t3g6t33p\"><span class=\"mpj7bzys xzlurrtv\">\u2b50<\/span><\/span> Keep reading | <\/span><a href=\"https:\/\/yeeply.com\/en\/blog\/augmented-intelligence-humans-ai\/\"><i><span style=\"font-weight: 400;\">Augmented Intelligence: humans and AI joining forces<\/span><\/i><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span id=\"how\" style=\"font-weight: 400;\">How does GPT-3 work?<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">To train it and achieve operational capacity, GPT-3 has been provided with information ranging from <\/span><b>Wikipedia<\/b><span style=\"font-weight: 400;\"> texts selected by OpenAI to around 750 GB of the <\/span><b>CommonCrawl<\/b><span style=\"font-weight: 400;\"> corpus. This corpus is a set of data collected by crawling the Internet that is available to the general public. A large number of computer resources and approximately <\/span><b>4.6 million<\/b><span style=\"font-weight: 400;\"> dollars have been invested just to have GPT-3 undergo this training.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Its <\/span><b>algorithmic structure<\/b><span style=\"font-weight: 400;\"> is designed to take in a linguistic input and provide as output its best prediction of what would be the most useful message for the user regarding such an input. GPT-3 can make these predictions thanks to its exhaustive training with such a large database. This is the key aspect differentiating it from other algorithms that are not able to make such predictions.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">To elaborate texts and sentences, it employs a semantic analytics approach that goes beyond the meaning of words and also takes into account how their combination with other words affects their meaning depending on the global context in which they are found.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><\/span><i><span style=\"font-weight: 400;\">You can find 14 GPT-3 examples of apps in the following video:<\/span><\/i><\/p>\n<p><iframe title=\"14 Cool Apps Built on OpenAI&#039;s GPT-3 API\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/G6Z_S6hs29s?start=66&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h3 style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Unsupervised learning<\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The way GPT-3 learns is known as unsupervised learning. This means that <\/span><b>it has not been given feedback on whether its answers are correct or incorrect<\/b><span style=\"font-weight: 400;\"> during its training. GPT-3 obtains all the information it needs from analysing the texts that make up its database.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">When getting started with a new linguistic task, it will get it wrong millions of times at first but will eventually come up with the right word. GPT-3 will find out that its choice is the \u201ccorrect\u201d choice by verifying its original input data. When it\u2019s certain about having found the proper output, it will assign a \u201cweight\u201d to the algorithm process that produced the successful result. This way, it gradually learns which processes are most likely to provide correct answers.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\"> <span class=\"fe5nidar khvhiq1o r5qsrrlp i5tg98hk f9ovudaz przvwfww gx1rr48f gfz4du6o r7fjleex nz2484kf svot0ezm dcnh1tix sxl192xd t3g6t33p\"><span class=\"mpj7bzys xzlurrtv\">?<\/span><\/span>\u00a0You may also be interested in | <\/span><i><span style=\"font-weight: 400;\">7 ways that data culture will affect businesses in the future<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span id=\"some\" style=\"font-weight: 400;\">Some of the problems associated with GPT-3<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Some problems that artificial intelligence specialists have warned about concern a dreadful capability of producing <\/span><b>fake news <\/b><b><i>en masse<\/i><\/b><span style=\"font-weight: 400;\">. These algorithms could produce this kind of news and overload the networks, causing widespread misinformation without us hardly realising what is happening.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">You may think that you can distinguish between texts written by machines and their human-created counterparts but a study carried out by Adrian Yijie Xu has provided a surprising result:<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><i><span style=\"font-weight: 400;\">\u201cOnly 52% of readers detect which texts have been created by GPT-3.\u201d<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Therefore, a significant part of the population would be vulnerable to these artificial fake news, believing them as true and contributing to general misinformation.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Another of the problems that this technology entails is that it\u2019s currently a very expensive tool, as it requires a huge amount of computing power to be able to run. Therefore, <\/span><b>its use is restricted to a very small amount of companies that can afford it<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span class=\"fe5nidar khvhiq1o r5qsrrlp i5tg98hk f9ovudaz przvwfww gx1rr48f gfz4du6o r7fjleex nz2484kf svot0ezm dcnh1tix sxl192xd t3g6t33p\"><span class=\"mpj7bzys xzlurrtv\">\u270f\ufe0f<\/span><\/span> Recommended article | <em><a href=\"https:\/\/yeeply.com\/en\/blog\/edge-computing-impact-iot\/\">5 Ways Edge Computing Will Impact the Future of IoT<\/a><\/em><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The future of GPT-3<\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">OpenAI has not disclosed all the details of how its algorithms work, so anyone relying on GTP-3 for answers or for developing its products is sort of blindfolded and <\/span><b>not knowing exactly how the information retrieved was obtained or if it can be truly relied on<\/b><span style=\"font-weight: 400;\">.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The system is promising but <\/span><b>is yet away from being perfect<\/b><span style=\"font-weight: 400;\">: it can elaborate short texts or basic applications but the results it yields regarding more complex tasks are more along the lines of gibberish than of a proper useful answer.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">All the same, we must say that GPT-3 \u2014 with all its limitations \u2014 has been obtaining very promising results in quite a short period of time and we hope it will be applied soon in a practical way to our everyday lives for things such as improving <\/span><a href=\"https:\/\/yeeply.com\/en\/blog\/chatbots-key-business-intelligence\/\"><span style=\"font-weight: 400;\">chatbots<\/span><\/a><span style=\"font-weight: 400;\"> or as an aid to programmers, for instance.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><p><a href=\"https:\/\/yeeply.com\/en\/?rel=EN-BP-proyecto-digital#publish-project\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/yeeply.com\/en\/wp-content\/uploads\/2020\/04\/EN-cta-blogpost-proyecto-digital.jpg\" alt=\"Proyecto Digital\" \/><\/a><\/p><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GTP-3 is defined by many as the largest artificial neural network that has ever been created to this date. This breakthrough presented by artificial intelligence &#8230;<\/p>\n","protected":false},"author":2,"featured_media":12240,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_uag_custom_page_level_css":"","footnotes":""},"categories":[498],"tags":[],"class_list":["post-12237","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trends-skills"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u25b7 What is GPT-3 and why is it revolutionising artificial intelligence?<\/title>\n<meta name=\"description\" content=\"Many define GPT-3 as the largest artificial neural network ever created. 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