Category: AI and ML

  • Some Common Limitations of Generative AI (2025)

    Some Common Limitations of Generative AI (2025)

    Introduction Gen AI has become one of the breakthroughs in recent innovations. Currently, it is implemented across various sectors and businesses. However, similar to all technology, certain limitations must be considered when deciding whether to implement it or not. One of them is a lack of context; most of the generative AI is contextually limited;…

  • What is Hallucination in Generative AI? (2025)

    What is Hallucination in Generative AI? (2025)

    Introduction The term hallucination in generative AI describes a situation where an AI system gives an entirely wrong or made-up output. This happens when AI-powered models generate content that either does not exist or deviates completely from the prompt and query presented. Dealing with hallucinations has become an urgent and demanding task, with generative AI…

  • 15 Different Types of Generative AI (2025)

    15 Different Types of Generative AI (2025)

    Introduction Generative AI has changed how we create and interact with content. It powers everything from beautiful images to realistic music and text. But what are the different types of generative AI? These systems are designed to create new data that resembles real-world examples. In this blog, we will discuss the top 15 types of…

  • Generative AI Salary in India in 2025 | Freshers to Experts

    Generative AI Salary in India in 2025 | Freshers to Experts

    Introduction The world of artificial intelligence has changed fast in recent years. New technology shows up every day. One of these is generative AI. This technology not only processes information but creates new content. In India, the market for generative AI is growing quickly. Companies of all sizes now see how this new technology can…

  • RAG in Generative AI || Retrieval-Augmented Generation

    RAG in Generative AI || Retrieval-Augmented Generation

    Introduction Generative AI is everywhere these days. It’s the tech behind chatbots, creative writing tools, and even art generators. But it also has some limitations. Sometimes, it presents outdated facts or fabricates information. This can be frustrating for users who need reliable information. That’s where RAG in generative AI comes in. Retrieval-augmented generation (RAG) is…

  • How Does Generative AI Work?

    How Does Generative AI Work?

    Introduction Artificial intelligence is not new. But its recent growth is nothing short of extraordinary. At first, AI could only be programmed, but as technology evolved, AI could be used to generate art, write scripts, and help doctors determine diseases. In this blog, we will talk about what generative AI is and how it functions, and we…

  • Top 9 Real-world Generative AI Use Cases in 2025

    Top 9 Real-world Generative AI Use Cases in 2025

    Introduction The evolution of generative AI is an exciting story of progress in computer science. Decades ago, machines could only follow simple instructions. Today, they can learn from data, mimic patterns, and generate creative works. The cutting-edge models transform text and pictures and produce valuable insights. For many, this shift feels like a natural extension…

  • Difference Between Generative AI and Predictive AI

    Difference Between Generative AI and Predictive AI

    Introduction Today, AI is everywhere. You can see it on your phone, car, and even your favorite apps. But not all AI is the same. Two big types stand out, i.e., predictive AI and generative AI. Understanding the difference between generative AI and predictive AI helps us use them wisely. Businesses mix both to stay…

  • Top 5 Key Features of Generative AI

    Top 5 Key Features of Generative AI

    Introduction Generative AI is a type of artificial intelligence that creates new content, like text, images, music, or videos, based on the data it has learned from. Unlike other AI that analyzes data or makes predictions, generative AI brings something entirely new. In recent years, generative AI has taken the tech world by storm. From chatbots that talk like humans to…

  • Challenges in Ensuring Fairness in Generative AI

    Challenges in Ensuring Fairness in Generative AI

    Introduction Generative AI is changing the world. It writes stories, creates images, and even composes music. Tools like ChatGPT and DALL-E show their power by producing content from vast datasets. But there’s a problem: if the data is biased, the outputs can be too. This is why ensuring fairness in generative AI matters. Fairness means…