Generative AI

March 3 2025

Structured Outputs in LLMs: Definition, Techniques, Applications, Benefits

Reading Time: 5 minutes Large Language Models (LLMs) have advanced significantly in recent years. Today, LLMs have been transforming industries by automating text generation, enhancing communication, and even helping them in complex decision-making. Traditionally, LLMs produce unstructured outputs in the form of free-flowing text. However, a new paradigm is emerging: structured outputs, which represent a more organized and predictable …

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February 21 2025

The Rise of Digital Twins – Virtual Replicas of the Physical World

Reading Time: 4 minutes The concept of digital twins is swiftly revolutionizing fantasy into reality. The virtual replicas (once limited to industrial uses) are now being created for the most advanced systems we all know – human beings. Suppose you have a digital counterpart that looks similar to you and also communicates and behaves as you would. This digital …

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February 17 2025

How Synthetic Data Generation Using Generative AI Helps Businesses

Reading Time: 4 minutes Data is everywhere on the internet. Whether you go on social media or do online shopping, we create huge amounts of data on a daily basis. Businesses and society use high-quality data for decision-making purposes and to shape the future outlook of their businesses. But what does your business do when it finds it daunting …

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January 31 2025

The Ultimate Guide to Structured Outputs in Large Language Models

Reading Time: 6 minutes In the past two years, AI has become a popular conversation starter, whether you’re chatting in a formal meeting or a casual setting. Today, nearly everyone has a sense of what AI is and what it can accomplish. Yet, understanding how AI truly works beneath the surface remains challenging or unfamiliar to most. Let’s explore …

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January 29 2025

Exploring the Stages of AI: ANI vs AGI vs ASI

Reading Time: 6 minutes Artificial intelligence (AI) is rapidly transforming industries, and it’s crucial to understand what AI can do and its effects. AI can generally be grouped into three categories: Narrow AI (ANI), General AI (AGI), and Artificial Superintelligence (ASI). This article will explore these three types and how they compare. AI 101: What is Artificial Intelligence? At …

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January 1 2025

Advanced Architectures for Generative Adversarial Networks (GANs)

Reading Time: 5 minutes Ian Goodfellow et al. introduced Generative Adversarial Networks (GANs) in 2014. Since then, they have reinvented generative modeling and opened up an innovative area of research. In addition to this, advancements in machine learning have enhanced the architectures of GANs. This has led to showing more promising results in creating realistic images. Generated adversarial networks …

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September 20 2024

The Impact of RAG (Retrieval-Augmented Generation) on the Future of Generative AI

Reading Time: 4 minutes Generative AI is changing industries with time. It excels brilliantly in various contexts and multiple tasks, with higher accuracy and speed than humans. However, because of generative AI models’ unpredictable and occasional errors, which vary from eccentric to offensive, few users and businesses are reluctant to embrace this all-rounder technology completely. This caution is completely …

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September 9 2024

Creating Exceptional AI-Native User Experiences

Reading Time: 4 minutes Is your AI technology underperforming in terms of user satisfaction? According to recent studies, 68% of users stop using AI-supported applications due to their user experiences. This stat brings a critical issue under the limelight: ‘the gap between AI potential and user expectations.’  However, what if your AI-native software and applications bridge this gap and …

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September 6 2024

AI Agents in PropTech: Components, Applications, and Trends

Reading Time: 6 minutes In today’s competitive real estate market, efficiency and personalized service are essential for success. Whether you’re a real estate agency aiming to optimize property listings or a brokerage looking to improve client interactions, AI technologies are transforming every aspect of the industry. The influence of AI in real estate is significant. The market has grown …

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September 4 2024

Boost Developer Productivity with Generative AI: Tips from Top Engineers

Reading Time: 4 minutes Generative artificial intelligence (Gen AI) revolutionizes how software developers write code. Introduced just a few years ago, this emerging technology has quickly become widespread. According to the 2023 State of DevOps Report, over 60% of respondents use AI regularly to analyze data, generate and optimize code, and learn new skills and technologies. Developers constantly find …

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