{"id":19897,"date":"2024-01-30T07:34:01","date_gmt":"2024-01-30T02:04:01","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=19897"},"modified":"2025-04-05T20:40:35","modified_gmt":"2025-04-05T15:10:35","slug":"what-is-generative-ai","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/what-is-generative-ai\/","title":{"rendered":"What is Generative AI?"},"content":{"rendered":"<h2><strong>About Generative AI:<\/strong><\/h2>\n<ul>\n<li>Generative AI, or generative artificial intelligence, is a form of artificial intelligence (AI) in which <strong>algorithms automatically produce content in the form of text<\/strong>, <strong>images, audio,<\/strong> and video.<\/li>\n<li>Unlike traditional AI systems that are designed to recognize patterns and make predictions, generative AI <strong>creates new content<\/strong>.<\/li>\n<li>Generative AI is <strong>powered by foundation models (large AI models) that can multi-task <\/strong>and perform out-of-the-box tasks, including summarization, Q&amp;A, classification, and more.\u00a0<\/li>\n<li>These systems have been <strong>trained on massive amounts of data.<\/strong><\/li>\n<li>It <strong>works by using a Machine Learning (ML) model to learn the patterns<\/strong> and relationships <strong>in a dataset<\/strong> of human-created content. It then <strong>uses the learned patterns to generate new content.\u00a0<\/strong><\/li>\n<li>Typically, it <strong>starts with a simple text input, called a prompt<\/strong>, in which the user describes the output they want. Then, <strong>various algorithms generate new content according to what the prompt is asking for.<\/strong><\/li>\n<li><strong>Popular Generative AI Tools:<\/strong><\/li>\n<\/ul>\n<p>o <strong>ChatGPT:<\/strong> ChatGPT is an <strong>AI-powered chatbot<\/strong> developed <strong>by OpenAI<\/strong>, with a unique ability to not only generate written content but also converse with users fluently.<\/p>\n<p>o <strong>Bard<\/strong>: Bard is a generative AI <strong>chatbot created by Google,<\/strong> based on LaMDA language model technology. It can answer questions asked by users or create new content from text or image prompts.<\/p>\n<h3><strong>What is Machine Learning (ML)?<\/strong><\/h3>\n<ul>\n<li>It is defined as a <strong>discipline of artificial intelligence<\/strong> (AI) that <strong>provides machines with the ability to automatically learn from data and past experiences to identify patterns<\/strong> and <strong>make predictions<\/strong> with minimal human intervention.<\/li>\n<li>Machine learning methods <strong>enable computers to operate autonomously<\/strong> without explicit programming.<\/li>\n<li><strong>ML applications are fed with new data<\/strong> and they can <strong>independently learn, grow<\/strong>, develop, <strong>and adapt.<\/strong><\/li>\n<li>ML algorithms <strong>use computation methods to learn directly from data<\/strong> instead of relying on any predetermined equation that may serve as a model.\u00a0<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>Q1<\/strong>: What is a Chatbot?<\/h3>\n<p>A chatbot is a software or computer program that simulates human conversation or &#8220;chatter&#8221; through text or voice interactions. Users in both business-to-consumer (B2C) and business-to-business (B2B) environments increasingly use chatbot virtual assistants to handle various tasks.<\/p>\n<p>\n<strong>Source:<\/strong><a href=\"https:\/\/news.abplive.com\/technology\/genai-predicted-to-become-a-100-billion-industry-by-2026-says-altindex-com-generative-ai-chatgpt-openai-1660388\" target=\"_blank\" rel=\"nofollow noopener\">GenAI Predicted To Become A $100 Billion Industry By 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Generative AI, or generative artificial intelligence, is a form of artificial intelligence (AI) in which algorithms automatically produce content in the form of text, images, audio, and video.<\/p>\n","protected":false},"author":5,"featured_media":19898,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-19897","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/19897","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=19897"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/19897\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/19898"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=19897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=19897"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=19897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}