{"id":9257,"date":"2026-10-19T11:09:22","date_gmt":"2026-10-19T05:39:22","guid":{"rendered":"https:\/\/www.tisatech.in\/blog\/?p=9257"},"modified":"2026-10-19T11:09:22","modified_gmt":"2026-10-19T05:39:22","slug":"types-of-generative-ai","status":"publish","type":"post","link":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/","title":{"rendered":"Types of Generative AI With Real-World Examples"},"content":{"rendered":"\n<p>Generative AI is a type of artificial intelligence that creates new content, such as text, images, videos, audio, and code. It learns patterns from existing data and uses them to generate new outputs based on user prompts or input.<\/p>\n\n\n\n<p>Different types of generative AI use different techniques to create content. Large language models (LLMs) generate text and code, while diffusion models create images and other media. Generative adversarial networks (GANs) and variational autoencoders (VAEs) can also generate synthetic data and realistic content. Understanding these types helps you choose the right model for a specific task.<\/p>\n\n\n\n<style>\n\n\/* =========================================\n\n   WHATSAPP DEMO BANNER\n\n========================================= *\/\n \n.tisa-whatsapp-demo {\n\n    position: relative !important;\n\n    width: 100% !important;\n\n    height: 76px !important;\n\n    box-sizing: border-box !important;\n\n    background: linear-gradient(135deg, #ffffff 0%, #f5fff8 100%) !important;\n\n    border: 2px solid #25D366 !important;\n\n    border-radius: 16px !important;\n\n    margin: 28px 0 !important;\n\n    padding: 0 160px 0 94px !important;\n\n    font-family: Arial, sans-serif !important;\n\n    box-shadow: 0 8px 25px rgba(37, 211, 102, 0.10) !important;\n\n}\n \n.tisa-whatsapp-icon {\n\n    position: absolute !important;\n\n    left: 24px !important;\n\n    top: 50% !important;\n\n    transform: translateY(-50%) !important;\n\n    width: 42px !important;\n\n    height: 42px !important;\n\n    border-radius: 50% !important;\n\n    background: #e9fff1 !important;\n\n    display: flex !important;\n\n    align-items: center !important;\n\n    justify-content: center !important;\n\n}\n \n.tisa-whatsapp-icon img {\n\n    display: block !important;\n\n    width: 24px !important;\n\n    height: 24px !important;\n\n    margin: 0 !important;\n\n    padding: 0 !important;\n\n}\n \n.tisa-whatsapp-text {\n\n    position: absolute !important;\n\n    left: 78px !important;\n\n    top: 50% !important;\n\n    transform: translateY(-50%) !important;\n\n    color: #202020 !important;\n\n    font-size: 16px !important;\n\n    line-height: 1 !important;\n\n    font-weight: 700 !important;\n\n    white-space: nowrap !important;\n\n}\n \n.tisa-whatsapp-button {\n\n    position: absolute !important;\n\n    right: 16px !important;\n\n    top: 50% !important;\n\n    transform: translateY(-50%) !important;\n\n    display: flex !important;\n\n    align-items: center !important;\n\n    justify-content: center !important;\n\n    height: 42px !important;\n\n    box-sizing: border-box !important;\n\n    padding: 0 20px !important;\n\n    margin: 0 !important;\n\n    background: #25D366 !important;\n\n    color: #ffffff !important;\n\n    border-radius: 10px !important;\n\n    text-decoration: none !important;\n\n    font-size: 13px !important;\n\n    line-height: 1 !important;\n\n    font-weight: 700 !important;\n\n    white-space: nowrap !important;\n\n    box-shadow: 0 5px 14px rgba(37, 211, 102, 0.20) !important;\n\n}\n \n \n\/* =========================================\n\n   MOBILE VIEW\n\n========================================= *\/\n \n@media (max-width: 767px) {\n \n    .tisa-whatsapp-demo {\n\n        height: 68px !important;\n\n        padding: 0 105px 0 64px !important;\n\n        border-radius: 14px !important;\n\n        margin: 22px 0 !important;\n\n    }\n \n    .tisa-whatsapp-icon {\n\n        left: 14px !important;\n\n        width: 38px !important;\n\n        height: 38px !important;\n\n    }\n \n    .tisa-whatsapp-icon img {\n\n        width: 22px !important;\n\n        height: 22px !important;\n\n    }\n \n    .tisa-whatsapp-text {\n\n        left: 62px !important;\n\n        font-size: 13px !important;\n\n        line-height: 1.2 !important;\n\n        white-space: nowrap !important;\n\n    }\n \n    .tisa-whatsapp-button {\n\n        right: 10px !important;\n\n        height: 38px !important;\n\n        padding: 0 13px !important;\n\n        border-radius: 9px !important;\n\n        font-size: 12px !important;\n\n    }\n\n}\n \n \n\/* =========================================\n\n   SMALL MOBILE\n\n========================================= *\/\n \n@media (max-width: 480px) {\n \n    .tisa-whatsapp-demo {\n\n        height: 64px !important;\n\n        padding: 0 88px 0 58px !important;\n\n        border-radius: 13px !important;\n\n    }\n \n    .tisa-whatsapp-icon {\n\n        left: 11px !important;\n\n        width: 36px !important;\n\n        height: 36px !important;\n\n    }\n \n    .tisa-whatsapp-icon img {\n\n        width: 21px !important;\n\n        height: 21px !important;\n\n    }\n \n    .tisa-whatsapp-text {\n\n        left: 55px !important;\n\n        font-size: 12px !important;\n\n    }\n \n    .tisa-whatsapp-button {\n\n        right: 8px !important;\n\n        height: 36px !important;\n\n        padding: 0 11px !important;\n\n        font-size: 11px !important;\n\n    }\n\n}\n<\/style>\n \n<div class=\"tisa-whatsapp-demo\">\n \n  <!-- WhatsApp Icon -->\n<div class=\"tisa-whatsapp-icon\">\n<img decoding=\"async\"\n\n      src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/6\/6b\/WhatsApp.svg\"\n\n      alt=\"WhatsApp\"\n\n      width=\"24\"\n\n      height=\"24\"\n>\n<\/div>\n \n  <!-- Text -->\n<div class=\"tisa-whatsapp-text\">\n\n    Book a Free Demo Class\n<\/div>\n \n  <!-- Button -->\n<a\n\n    href=\"https:\/\/wa.me\/919828080898\"\n\n    target=\"_blank\"\n\n    rel=\"noopener noreferrer nofollow\"\n\n    class=\"tisa-whatsapp-button\"\n>\n\n    Chat Now\n<\/a>\n \n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">What Are the Different Types of Generative AI?<\/h2>\n\n\n\n<p>Generative AI uses different model architectures to create content or produce new data from learned patterns. Four widely discussed model families are large language models (LLMs), diffusion models, generative adversarial networks (GANs), and variational autoencoders (VAEs). Each approaches content generation differently.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Large language models (LLMs):<\/strong> Work with language to generate text, write code, answer questions, and summarize information.<\/li>\n\n\n\n<li><strong>Diffusion models:<\/strong> Create content by gradually refining noise into a structured output, commonly an image.<\/li>\n\n\n\n<li><strong>Generative adversarial networks (GANs):<\/strong> Use two neural networks, a generator and a discriminator that compete during training to produce realistic samples.<\/li>\n\n\n\n<li><strong>Variational autoencoders (VAEs):<\/strong> Learn a compressed representation of training data and use it to generate new samples with similar patterns.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Comparing the Main Types of Generative AI<\/h2>\n\n\n\n<div style=\"width: 100%; overflow-x: auto;\">\n  <table style=\"width: 100%; border-collapse: collapse; background-color: #FFFFFF; color: #000000; text-align: center; font-family: Arial, sans-serif;\">\n    <thead>\n      <tr style=\"background-color: #FF4500; color: #FFFFFF;\">\n        <th style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #FFFFFF; font-weight: bold;\">Model family<\/th>\n        <th style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #FFFFFF; font-weight: bold;\">Common applications<\/th>\n        <th style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #FFFFFF; font-weight: bold;\">Example<\/th>\n        <th style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #FFFFFF; font-weight: bold;\">Main consideration<\/th>\n      <\/tr>\n    <\/thead>\n    <tbody>\n      <tr style=\"background-color: #FFFFFF; color: #000000;\">\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000; font-weight: bold;\">Large language models (LLMs)<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Text generation, coding, summarization<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">A chatbot that answers customer questions<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Outputs can contain factual errors and may need verification<\/td>\n      <\/tr>\n      <tr style=\"background-color: #FFFFFF; color: #000000;\">\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000; font-weight: bold;\">Diffusion models<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Image and visual content generation<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Creating product images from text prompts<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">High-quality generation can require substantial computing resources<\/td>\n      <\/tr>\n      <tr style=\"background-color: #FFFFFF; color: #000000;\">\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000; font-weight: bold;\">Generative adversarial networks (GANs)<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Synthetic data and realistic sample generation<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Creating artificial images for training a computer vision model<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Training can be difficult to stabilize<\/td>\n      <\/tr>\n      <tr style=\"background-color: #FFFFFF; color: #000000;\">\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000; font-weight: bold;\">Variational autoencoders (VAEs)<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Data reconstruction and generation of similar samples<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Producing variations of images in a dataset<\/td>\n        <td style=\"padding: 12px; border: 1px solid #E5E7EB; text-align: center; color: #000000;\">Results depend on the training data and the task<\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>These model families are useful for understanding how generative AI systems work, but they are not an exhaustive list. Some systems combine multiple techniques, while multimodal models can process more than one type of input. For example, <a href=\"https:\/\/deepmind.google\/technologies\/gemini\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Google Gemini<\/a> supports work across modalities such as text, images, and audio.<\/p>\n\n\n\n<a href=\"https:\/\/www.tisatech.in\/blog\/how-does-generative-ai-work\/\" class=\"tisa-ar\" target=\"_blank\"><div class=\"tisa-ar-i\"><div class=\"tisa-ar-c\"><div class=\"tisa-ar-b\"><svg class=\"tisa-ar-bi\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M19 4v16H7a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2z\"\/><path d=\"M9 8h6M9 12h6\"\/><\/svg>Also Read<\/div><div class=\"tisa-ar-h\">How Does Generative AI Work? A Step-by-Step Guide\n \n\n<\/div><\/div><div class=\"tisa-ar-a\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/div><\/div><\/a><style>.tisa-ar{text-decoration:none;color:inherit;display:block;margin:32px 0}.tisa-ar-i{position:relative;display:flex;align-items:stretch;background:#fff;border:1px solid #ffd9c4;border-left:6px solid #E85D24;border-radius:14px;overflow:hidden;box-shadow:0 6px 20px rgba(232,93,36,.1),0 2px 6px rgba(0,0,0,.04);font-family:'Inter','Segoe UI',Arial,sans-serif;transition:all .25s ease}.tisa-ar-c{flex:1;padding:20px 22px;display:flex;flex-direction:column;justify-content:center;min-width:0}.tisa-ar-b{display:inline-flex;align-items:center;gap:6px;background:#FFF1E8;color:#C94B17;font-size:12px;font-weight:700;padding:4px 12px;border-radius:999px;width:fit-content;margin-bottom:10px;letter-spacing:.5px;text-transform:uppercase}.tisa-ar-bi{width:14px;height:14px;flex-shrink:0}.tisa-ar-h{color:#000;font-weight:600;font-size:17px;line-height:1.45;word-break:break-word}.tisa-ar-a{flex:0 0 auto;width:70px;background:#E85D24;display:flex;align-items:center;justify-content:center;color:#fff;transition:all .25s ease}.tisa-ar-a svg{width:26px;height:26px}.tisa-ar:hover .tisa-ar-i{transform:translateY(-3px);box-shadow:0 12px 28px rgba(232,93,36,.18),0 4px 10px rgba(0,0,0,.06);border-left-width:8px}.tisa-ar:hover .tisa-ar-a{background:#C94B17}.tisa-ar:hover .tisa-ar-a svg{transform:translateX(4px);transition:transform .25s ease}@media (max-width:768px){.tisa-ar{margin:24px 0}.tisa-ar-i{border-left-width:5px;border-radius:12px}.tisa-ar-c{padding:16px 18px}.tisa-ar-h{font-size:15.5px}.tisa-ar-a{width:58px}.tisa-ar-a svg{width:22px;height:22px}}@media (max-width:480px){.tisa-ar{margin:20px 0}.tisa-ar-i{border-left-width:4px;border-radius:10px;box-shadow:0 4px 14px rgba(232,93,36,.12),0 2px 4px rgba(0,0,0,.04)}.tisa-ar-c{padding:14px 14px}.tisa-ar-b{font-size:10px;padding:3px 10px;margin-bottom:8px;letter-spacing:.3px}.tisa-ar-bi{width:12px;height:12px}.tisa-ar-h{font-size:14.5px;line-height:1.4}.tisa-ar-a{width:48px}.tisa-ar-a svg{width:20px;height:20px}}@media (max-width:360px){.tisa-ar-c{padding:12px}.tisa-ar-h{font-size:14px}.tisa-ar-a{width:44px}.tisa-ar-a svg{width:18px;height:18px}}<\/style>\n\n\n\n<h2 class=\"wp-block-heading\">How Do Different Generative AI Models Work?<\/h2>\n\n\n\n<p>Deep learning sits under almost all of them, as <a href=\"https:\/\/www.databricks.com\/glossary\/generative-ai\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Databricks explains<\/a>. The method changes from family to family.<\/p>\n\n\n\n<p><strong>Transformers<\/strong> use self-attention to identify relationships between tokens in a sequence. For example, surrounding words help a language model distinguish a financial bank from a riverbank. Autoregressive LLMs generate text by predicting the next token repeatedly. The <a href=\"https:\/\/arxiv.org\/abs\/1706.03762?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Attention Is All You Need paper<\/a> introduced the transformer architecture.<\/p>\n\n\n\n<p>LLMs work well for writing, summarization, question answering and coding assistance. However, they can generate incorrect information or code that fails during execution. Always verify important facts and test generated code before using it.<\/p>\n\n\n\n<p><strong>Diffusion models <\/strong>learn to generate data by reversing a process that gradually adds noise. During training, they learn how to remove noise from examples. During generation, they start with random noise and refine it step by step to create an output that matches the prompt. The <a href=\"https:\/\/arxiv.org\/abs\/2006.11239\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">DDPM research paper<\/a> helped establish this approach for image generation.<\/p>\n\n\n\n<p>Diffusion models can generate detailed images, but generation may require substantial computing resources. Faster sampling methods can reduce the number of refinement steps. However, generation can require substantial computing resources because the model may need multiple refinement steps. Newer methods can reduce the number of steps required.<\/p>\n\n\n\n<p><strong>Generative adversarial networks (GANs)<\/strong> use two neural networks that compete during training. The generator creates synthetic samples, while the discriminator tries to distinguish them from real examples. Both networks improve through this process, helping the generator produce increasingly realistic outputs. The original <a href=\"https:\/\/arxiv.org\/abs\/1406.2661\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Generative Adversarial Networks (GAN) research paper<\/a> introduced this approach.<\/p>\n\n\n\n<p>GANs can generate realistic faces, images and other synthetic samples. GAN training can be unstable, and some models suffer from mode collapse, producing limited varieties of output instead of capturing the diversity of the training data. Their performance depends on the architecture, training process and intended application.<\/p>\n\n\n\n<p><strong>Variational autoencoders (VAEs)<\/strong> learn compressed representations of data in a space called the latent space. An encoder maps the input to a probability distribution, and the model samples a representation from that distribution. A decoder then reconstructs the original input or generates a related sample. The<a href=\"https:\/\/arxiv.org\/abs\/1312.6114\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"> original VAE research paper<\/a> explains this approach.<\/p>\n\n\n\n<p>VAEs are useful for learning data representations, reconstructing inputs, and generating variations of existing data. Basic VAEs can produce blurrier images than some GANs or diffusion models, although results depend on the architecture and task.&nbsp;<\/p>\n\n\n\n<a href=\"https:\/\/www.tisatech.in\/blog\/advantages-and-disadvantages-of-generative-ai\/\" class=\"tisa-ar\" target=\"_blank\"><div class=\"tisa-ar-i\"><div class=\"tisa-ar-c\"><div class=\"tisa-ar-b\"><svg class=\"tisa-ar-bi\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M19 4v16H7a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2z\"\/><path d=\"M9 8h6M9 12h6\"\/><\/svg>Also Read<\/div><div class=\"tisa-ar-h\">Advantages and Disadvantages of Generative AI\n \n\n<\/div><\/div><div class=\"tisa-ar-a\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/div><\/div><\/a><style>.tisa-ar{text-decoration:none;color:inherit;display:block;margin:32px 0}.tisa-ar-i{position:relative;display:flex;align-items:stretch;background:#fff;border:1px solid #ffd9c4;border-left:6px solid #E85D24;border-radius:14px;overflow:hidden;box-shadow:0 6px 20px rgba(232,93,36,.1),0 2px 6px rgba(0,0,0,.04);font-family:'Inter','Segoe UI',Arial,sans-serif;transition:all .25s ease}.tisa-ar-c{flex:1;padding:20px 22px;display:flex;flex-direction:column;justify-content:center;min-width:0}.tisa-ar-b{display:inline-flex;align-items:center;gap:6px;background:#FFF1E8;color:#C94B17;font-size:12px;font-weight:700;padding:4px 12px;border-radius:999px;width:fit-content;margin-bottom:10px;letter-spacing:.5px;text-transform:uppercase}.tisa-ar-bi{width:14px;height:14px;flex-shrink:0}.tisa-ar-h{color:#000;font-weight:600;font-size:17px;line-height:1.45;word-break:break-word}.tisa-ar-a{flex:0 0 auto;width:70px;background:#E85D24;display:flex;align-items:center;justify-content:center;color:#fff;transition:all .25s ease}.tisa-ar-a svg{width:26px;height:26px}.tisa-ar:hover .tisa-ar-i{transform:translateY(-3px);box-shadow:0 12px 28px rgba(232,93,36,.18),0 4px 10px rgba(0,0,0,.06);border-left-width:8px}.tisa-ar:hover .tisa-ar-a{background:#C94B17}.tisa-ar:hover .tisa-ar-a svg{transform:translateX(4px);transition:transform .25s ease}@media (max-width:768px){.tisa-ar{margin:24px 0}.tisa-ar-i{border-left-width:5px;border-radius:12px}.tisa-ar-c{padding:16px 18px}.tisa-ar-h{font-size:15.5px}.tisa-ar-a{width:58px}.tisa-ar-a svg{width:22px;height:22px}}@media (max-width:480px){.tisa-ar{margin:20px 0}.tisa-ar-i{border-left-width:4px;border-radius:10px;box-shadow:0 4px 14px rgba(232,93,36,.12),0 2px 4px rgba(0,0,0,.04)}.tisa-ar-c{padding:14px 14px}.tisa-ar-b{font-size:10px;padding:3px 10px;margin-bottom:8px;letter-spacing:.3px}.tisa-ar-bi{width:12px;height:12px}.tisa-ar-h{font-size:14.5px;line-height:1.4}.tisa-ar-a{width:48px}.tisa-ar-a svg{width:20px;height:20px}}@media (max-width:360px){.tisa-ar-c{padding:12px}.tisa-ar-h{font-size:14px}.tisa-ar-a{width:44px}.tisa-ar-a svg{width:18px;height:18px}}<\/style>\n\n\n\n<h2 class=\"wp-block-heading\">Which Generative AI Models Create Images, Video and Audio?<\/h2>\n\n\n\n<p>Diffusion models are widely used for image generation. <a href=\"https:\/\/github.com\/CompVis\/stable-diffusion\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Stable Diffusion<\/a> and Google\u2019s Imagen are examples of image-generation systems.<\/p>\n\n\n\n<p>Other tools focus on different media. Google\u2019s <a href=\"https:\/\/deepmind.google\/models\/veo\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Veo<\/a> generates video, <a href=\"https:\/\/elevenlabs.io\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ElevenLabs<\/a> generates speech, and <a href=\"https:\/\/suno.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Suno<\/a> creates music from prompts.<\/p>\n\n\n\n<p>Beginners can start with <a href=\"https:\/\/www.tisatech.in\/blog\/generative-ai-tools-students-should-know-2026\/\" target=\"_blank\" rel=\"noreferrer noopener\">generative AI tools students should know<\/a> and test how prompts affect the result. For example, generate \u201ca Jaipur street at sunset in watercolor style,\u201d then change the lighting or art style to compare the outputs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Are Some Real-World Examples of Generative AI in Daily Work?<\/h2>\n\n\n\n<p>Start with the tools you probably already use. <a href=\"https:\/\/openai.com\/chatgpt\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ChatGPT<\/a> writes essays, summarizes long documents, and works as a virtual assistant. Gemini reasons across text and images. <a href=\"https:\/\/github.com\/features\/copilot\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">GitHub Copilot<\/a> suggests code while developers type. Software teams also use these models to write boilerplate, generate unit tests, and translate legacy scripts into modern languages. That saves hours of boring work and frees developers for harder problems.<\/p>\n\n\n\n<p>Healthcare researchers use AI for tasks such as protein-structure prediction and drug discovery. <a href=\"https:\/\/deepmind.google\/technologies\/alphafold\/\">AlphaFold<\/a> predicts protein structures, helping researchers investigate biological systems. Separately, generative models can help researchers explore potential drug candidates. Healthcare professionals can also use AI to draft clinical notes, but they must review the output for accuracy.<\/p>\n\n\n\n<p>Marketing teams create personalized ad copy in minutes and test many versions of one campaign. A human editor still checks every final message for accuracy and tone.<\/p>\n\n\n\n<p>Banks use generative AI to draft compliance documents and summarize financial reports. Some teams also use synthetic transaction data to test fraud-detection systems. However, synthetic data does not automatically protect privacy teams must evaluate whether it exposes information about real customers.<\/p>\n\n\n\n<p>Keep the limits in mind, though. Models can give wrong answers with full confidence, a problem <a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-hallucinations\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">IBM explains as AI hallucination<\/a>. Big models also need heavy computing power. Always check facts before you share any AI output.<\/p>\n\n\n\n<style>\n\n\/* =========================================\n\n   SOCIAL FOLLOW BANNER\n\n========================================= *\/\n \n.tisa-social-follow {\n\n    width: 100% !important;\n\n    border: 0 !important;\n\n    border-collapse: separate !important;\n\n    border-spacing: 0 !important;\n\n    background: #ffffff !important;\n\n    border-radius: 12px !important;\n\n    margin: 24px 0 !important;\n\n    overflow: hidden !important;\n\n}\n \n.tisa-social-follow-row {\n\n    border: 0 !important;\n\n}\n \n.tisa-social-follow-title {\n\n    width: auto !important;\n\n    padding: 17px 24px !important;\n\n    border: 0 !important;\n\n    background: #ffffff !important;\n\n    text-align: left !important;\n\n    vertical-align: middle !important;\n\n    font-family: Arial, sans-serif !important;\n\n    font-size: 16px !important;\n\n    font-weight: 700 !important;\n\n    color: #111111 !important;\n\n    white-space: nowrap !important;\n\n}\n \n.tisa-social-follow-icons {\n\n    width: 220px !important;\n\n    padding: 12px 24px 12px 10px !important;\n\n    border: 0 !important;\n\n    background: #ffffff !important;\n\n    text-align: right !important;\n\n    vertical-align: middle !important;\n\n    white-space: nowrap !important;\n\n}\n \n.tisa-social-follow-link {\n\n    margin: 0 7px !important;\n\n    padding: 0 !important;\n\n    text-decoration: none !important;\n\n    vertical-align: middle !important;\n\n}\n \n.tisa-social-follow-link-last {\n\n    margin: 0 0 0 7px !important;\n\n}\n \n.tisa-social-follow-icon {\n\n    width: 30px !important;\n\n    height: 30px !important;\n\n    max-width: 30px !important;\n\n    margin: 0 !important;\n\n    padding: 0 !important;\n\n    vertical-align: middle !important;\n\n}\n \n.tisa-social-follow-youtube {\n\n    width: 40px !important;\n\n    height: 30px !important;\n\n    max-width: 40px !important;\n\n    margin: 0 !important;\n\n    padding: 0 !important;\n\n    vertical-align: middle !important;\n\n}\n \n \n\/* =========================================\n\n   MOBILE VIEW\n\n========================================= *\/\n \n@media (max-width: 767px) {\n \n    .tisa-social-follow {\n\n        width: 100% !important;\n\n        margin: 20px 0 !important;\n\n    }\n \n    .tisa-social-follow-title {\n\n        padding: 14px 12px !important;\n\n        font-size: 14px !important;\n\n        white-space: normal !important;\n\n    }\n \n    .tisa-social-follow-icons {\n\n        width: 190px !important;\n\n        padding: 10px 8px 10px 4px !important;\n\n        text-align: right !important;\n\n        white-space: nowrap !important;\n\n    }\n \n    .tisa-social-follow-link {\n\n        margin: 0 3px !important;\n\n    }\n \n    .tisa-social-follow-link-last {\n\n        margin: 0 0 0 3px !important;\n\n    }\n \n    .tisa-social-follow-icon {\n\n        width: 25px !important;\n\n        height: 25px !important;\n\n        max-width: 25px !important;\n\n    }\n \n    .tisa-social-follow-youtube {\n\n        width: 33px !important;\n\n        height: 25px !important;\n\n        max-width: 33px !important;\n\n    }\n\n}\n \n \n\/* =========================================\n\n   SMALL MOBILE\n\n========================================= *\/\n \n@media (max-width: 480px) {\n \n    .tisa-social-follow-title {\n\n        padding: 13px 10px !important;\n\n        font-size: 13px !important;\n\n    }\n \n    .tisa-social-follow-icons {\n\n        width: 170px !important;\n\n        padding: 9px 6px 9px 2px !important;\n\n    }\n \n    .tisa-social-follow-link {\n\n        margin: 0 2px !important;\n\n    }\n \n    .tisa-social-follow-link-last {\n\n        margin: 0 0 0 2px !important;\n\n    }\n \n    .tisa-social-follow-icon {\n\n        width: 23px !important;\n\n        height: 23px !important;\n\n        max-width: 23px !important;\n\n    }\n \n    .tisa-social-follow-youtube {\n\n        width: 30px !important;\n\n        height: 23px !important;\n\n        max-width: 30px !important;\n\n    }\n\n}\n<\/style>\n \n \n<table role=\"presentation\" class=\"tisa-social-follow\">\n \n<tr class=\"tisa-social-follow-row\">\n \n<td class=\"tisa-social-follow-title\">\n\nFollow Us for Daily Tech Tips\n<\/td>\n \n<td class=\"tisa-social-follow-icons\">\n \n<a href=\"https:\/\/www.instagram.com\/tisa_tech\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"tisa-social-follow-link\">\n<img decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a5\/Instagram_icon.png\" alt=\"Instagram\" width=\"30\" height=\"30\" class=\"tisa-social-follow-icon\">\n<\/a>\n \n<a href=\"https:\/\/www.facebook.com\/tisatechjaipur\/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"tisa-social-follow-link\">\n<img decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/1\/1b\/Facebook_icon.svg\" alt=\"Facebook\" width=\"30\" height=\"30\" class=\"tisa-social-follow-icon\">\n<\/a>\n \n<a href=\"https:\/\/www.linkedin.com\/company\/tisajaipur\/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"tisa-social-follow-link\">\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/c\/ca\/LinkedIn_logo_initials.png\" alt=\"LinkedIn\" width=\"30\" height=\"30\" class=\"tisa-social-follow-icon\">\n<\/a>\n \n<a href=\"https:\/\/x.com\/tisa_tech\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"tisa-social-follow-link\">\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/5\/53\/X_logo_2023_original.svg\" alt=\"X\" width=\"30\" height=\"30\" class=\"tisa-social-follow-icon\">\n<\/a>\n \n<a href=\"https:\/\/www.youtube.com\/@tisa_tech\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"tisa-social-follow-link tisa-social-follow-link-last\">\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/e\/ef\/Youtube_logo.png\" alt=\"YouTube\" width=\"40\" height=\"30\" class=\"tisa-social-follow-youtube\">\n<\/a>\n \n<\/td>\n \n<\/tr>\n<\/table>\n\n\n\n<h2 class=\"wp-block-heading\">Why Choose TISA-TECH to Learn Generative AI in Jaipur?<\/h2>\n\n\n\n<p>Learning Generative AI takes more than watching tutorials. Students need hands-on practice to understand how models work and how to use them in real applications. TISA-TECH is an <a href=\"https:\/\/www.tisatech.in\/\" target=\"_blank\" rel=\"noreferrer noopener\">IT training institute in Jhotwara, Jaipur<\/a>, where students learn through practical projects.<\/p>\n\n\n\n<p>The <a href=\"https:\/\/www.tisatech.in\/artificial-intelligence\/generative-ai\" target=\"_blank\" rel=\"noreferrer noopener\">Generative AI course<\/a> covers language and image models, with projects such as chatbots and image generators. Students can also explore open-source models and resources from Hugging Face to compare outputs and understand how different AI tools work.<\/p>\n\n\n\n<p>The course also covers AI API integration, helping students learn how to add generative AI features to applications. Mentors guide them through project development, troubleshooting, and improvements so they can strengthen their practical skills.<\/p>\n\n\n\n<p>The <a href=\"https:\/\/www.tisatech.in\/placements\" target=\"_blank\" rel=\"noreferrer noopener\">placement support program<\/a> helps students prepare for interviews and present their skills to potential employers. By completing practical projects, they can build a portfolio that demonstrates their understanding of Generative AI and its applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>Choosing the right type of generative AI starts with understanding your task. Language models suit text and code, while diffusion models are widely used for image generation. GANs and VAEs offer other ways to generate synthetic data and learn useful representations, depending on the application.<\/p>\n\n\n\n<p>Whatever tool you choose, check its output before relying on it. For responsible use at work, the NIST AI Risk Management Framework offers guidance on managing AI-related risks. Beginners can also follow Google\u2019s generative AI learning path to build their knowledge and practice with real tools.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQs Section<\/h2>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-1&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-1-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-1\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q1. Do I need to know coding to start learning generative AI?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-1\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-1-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. No. Beginners can start with text and image tools like ChatGPT or Midjourney using everyday language. Coding becomes useful when building custom applications, and Python is a good language to learn first.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-2&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-2-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-2\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q2. Which generative AI tool should a beginner try first?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-2\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-2-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. ChatGPT or Gemini are good starting points for text-based tasks, while Stable Diffusion introduces image generation. Experimenting with different prompts helps beginners understand how instructions affect AI-generated results.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-3&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-3-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-3\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q3. Can I use generative AI for free?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-3\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-3-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. Yes. ChatGPT and Gemini offer free access options, while Hugging Face provides access to many free models. Usage limits may apply, but these options are useful for learning and small projects.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-4&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-4-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-4\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q4. How long does it take to learn generative AI?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-4\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-4-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. Learning the basics and becoming comfortable with AI tools can take a few weeks. Building practical projects, such as chatbots or image generators, usually takes a few months of regular practice.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-5&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-5-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-5\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q5. Can AI-generated content be wrong?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-5\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-5-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. Yes. Generative AI can produce incorrect information while sounding confident. Always verify facts, figures and code before using or sharing AI-generated content.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-6&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-6-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-6\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Q6. Which jobs need generative AI skills?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-6\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-6-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Ans. Generative AI skills are useful in content writing, digital marketing, software development, design and data-related roles. Practical projects that demonstrate these skills can strengthen a candidate&#8217;s portfolio beyond simply listing AI tools.<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Generative AI is a type of artificial intelligence that creates new content, such as text, images, videos, audio, and code. [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":9280,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"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":"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":"","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-4)","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-4)","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-4)","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":[12],"tags":[],"class_list":["post-9257","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Types of Generative AI With Real-World Examples<\/title>\n<meta name=\"description\" content=\"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Types of Generative AI With Real-World Examples\" \/>\n<meta property=\"og:description\" content=\"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"TISA-TECH\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/people\/TISA-Training-Institute-For-Software-Applications\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-19T05:39:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Divyanshi Sain\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@tisa_Tech\" \/>\n<meta name=\"twitter:site\" content=\"@tisa_Tech\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Divyanshi Sain\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"TechArticle\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/\"},\"author\":{\"name\":\"Divyanshi Sain\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#\\\/schema\\\/person\\\/fde954ac3808f55a26dc44f6784777b4\"},\"headline\":\"Types of Generative AI With Real-World Examples\",\"datePublished\":\"2026-10-19T05:39:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/\"},\"wordCount\":1612,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/Types-of-Generative-AI.jpg\",\"articleSection\":[\"AI &amp; Machine Learning\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/\",\"name\":\"Types of Generative AI With Real-World Examples\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/Types-of-Generative-AI.jpg\",\"datePublished\":\"2026-10-19T05:39:22+00:00\",\"description\":\"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/Types-of-Generative-AI.jpg\",\"contentUrl\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/10\\\/Types-of-Generative-AI.jpg\",\"width\":1200,\"height\":630,\"caption\":\"Types of Generative AI With Real-World Examples Across Different Industries\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/types-of-generative-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Types of Generative AI With Real-World Examples\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/\",\"name\":\"TISA\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#organization\",\"name\":\"TISA (Training Institute For Software & Applications)\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/TISA-Training-Institute-for-Software-Applications-2-2.jpg\",\"contentUrl\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/TISA-Training-Institute-for-Software-Applications-2-2.jpg\",\"width\":1200,\"height\":1200,\"caption\":\"TISA (Training Institute For Software & Applications)\"},\"image\":{\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/people\\\/TISA-Training-Institute-For-Software-Applications\",\"https:\\\/\\\/x.com\\\/tisa_Tech\",\"https:\\\/\\\/www.instagram.com\\\/tisa_tech\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/tisajaipur\\\/\",\"https:\\\/\\\/in.pinterest.com\\\/tisatraining\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@tisa_tech\",\"https:\\\/\\\/github.com\\\/tisatechgroup\",\"https:\\\/\\\/www.trustpilot.com\\\/review\\\/tisatech.in\",\"https:\\\/\\\/maps.app.goo.gl\\\/hBXSLDHL1m6kSKxaA\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/#\\\/schema\\\/person\\\/fde954ac3808f55a26dc44f6784777b4\",\"name\":\"Divyanshi Sain\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/divyanshi-image.jpg\",\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/divyanshi-image.jpg\",\"contentUrl\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/divyanshi-image.jpg\",\"caption\":\"Divyanshi Sain\"},\"description\":\"Divyanshi Sain is a tech writer at TISA-TECH with a strong eye for SEO. With 4+ years of experience, she creates clear, engaging content that breaks down complex tech topics and helps readers find exactly what they're looking for.\",\"sameAs\":[\"https:\\\/\\\/www.tisatech.in\\\/blog\",\"linkedin.com\\\/in\\\/divyanshi-sain-1a1106400\"],\"url\":\"https:\\\/\\\/www.tisatech.in\\\/blog\\\/author\\\/divyanshi\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Types of Generative AI With Real-World Examples","description":"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/","og_locale":"en_US","og_type":"article","og_title":"Types of Generative AI With Real-World Examples","og_description":"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.","og_url":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/","og_site_name":"TISA-TECH","article_publisher":"https:\/\/www.facebook.com\/people\/TISA-Training-Institute-For-Software-Applications","article_published_time":"2026-10-19T05:39:22+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg","type":"image\/jpeg"}],"author":"Divyanshi Sain","twitter_card":"summary_large_image","twitter_creator":"@tisa_Tech","twitter_site":"@tisa_Tech","twitter_misc":{"Written by":"Divyanshi Sain","Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"TechArticle","@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#article","isPartOf":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/"},"author":{"name":"Divyanshi Sain","@id":"https:\/\/www.tisatech.in\/blog\/#\/schema\/person\/fde954ac3808f55a26dc44f6784777b4"},"headline":"Types of Generative AI With Real-World Examples","datePublished":"2026-10-19T05:39:22+00:00","mainEntityOfPage":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/"},"wordCount":1612,"commentCount":0,"publisher":{"@id":"https:\/\/www.tisatech.in\/blog\/#organization"},"image":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg","articleSection":["AI &amp; Machine Learning"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/","url":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/","name":"Types of Generative AI With Real-World Examples","isPartOf":{"@id":"https:\/\/www.tisatech.in\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg","datePublished":"2026-10-19T05:39:22+00:00","description":"Learn about the different types of generative AI, how they work, and real-world examples of their applications in business, healthcare, software, and daily life.","breadcrumb":{"@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#primaryimage","url":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg","contentUrl":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/10\/Types-of-Generative-AI.jpg","width":1200,"height":630,"caption":"Types of Generative AI With Real-World Examples Across Different Industries"},{"@type":"BreadcrumbList","@id":"https:\/\/www.tisatech.in\/blog\/types-of-generative-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.tisatech.in\/blog\/"},{"@type":"ListItem","position":2,"name":"Types of Generative AI With Real-World Examples"}]},{"@type":"WebSite","@id":"https:\/\/www.tisatech.in\/blog\/#website","url":"https:\/\/www.tisatech.in\/blog\/","name":"TISA","description":"","publisher":{"@id":"https:\/\/www.tisatech.in\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.tisatech.in\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.tisatech.in\/blog\/#organization","name":"TISA (Training Institute For Software & Applications)","url":"https:\/\/www.tisatech.in\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.tisatech.in\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/04\/TISA-Training-Institute-for-Software-Applications-2-2.jpg","contentUrl":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/04\/TISA-Training-Institute-for-Software-Applications-2-2.jpg","width":1200,"height":1200,"caption":"TISA (Training Institute For Software & Applications)"},"image":{"@id":"https:\/\/www.tisatech.in\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/people\/TISA-Training-Institute-For-Software-Applications","https:\/\/x.com\/tisa_Tech","https:\/\/www.instagram.com\/tisa_tech","https:\/\/www.linkedin.com\/company\/tisajaipur\/","https:\/\/in.pinterest.com\/tisatraining\/","https:\/\/www.youtube.com\/@tisa_tech","https:\/\/github.com\/tisatechgroup","https:\/\/www.trustpilot.com\/review\/tisatech.in","https:\/\/maps.app.goo.gl\/hBXSLDHL1m6kSKxaA"]},{"@type":"Person","@id":"https:\/\/www.tisatech.in\/blog\/#\/schema\/person\/fde954ac3808f55a26dc44f6784777b4","name":"Divyanshi Sain","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/05\/divyanshi-image.jpg","url":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/05\/divyanshi-image.jpg","contentUrl":"https:\/\/www.tisatech.in\/blog\/wp-content\/uploads\/2026\/05\/divyanshi-image.jpg","caption":"Divyanshi Sain"},"description":"Divyanshi Sain is a tech writer at TISA-TECH with a strong eye for SEO. With 4+ years of experience, she creates clear, engaging content that breaks down complex tech topics and helps readers find exactly what they're looking for.","sameAs":["https:\/\/www.tisatech.in\/blog","linkedin.com\/in\/divyanshi-sain-1a1106400"],"url":"https:\/\/www.tisatech.in\/blog\/author\/divyanshi\/"}]}},"_links":{"self":[{"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/posts\/9257","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/comments?post=9257"}],"version-history":[{"count":22,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/posts\/9257\/revisions"}],"predecessor-version":[{"id":9279,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/posts\/9257\/revisions\/9279"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/media\/9280"}],"wp:attachment":[{"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/media?parent=9257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/categories?post=9257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tisatech.in\/blog\/wp-json\/wp\/v2\/tags?post=9257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}