Generative AI

October 10 2025

LLM-Enabled Clinical Protocol Audit: Automating Quality Assurance Workflows

Reading Time: 3 minutes The Harvard Medical School study this year found that an open-source LLM performed on par with GPT-4 for diagnostically challenging cases, highlighting that large language models are advancing in their capability to reason clinically, not just recall data. However, the real question is whether these models can assist with routine documentation tasks, such as summarizing …

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August 21 2025

How AI Transforms Legacy Application Modernization

Reading Time: 4 minutes Legacy applications are the backbone of many enterprises, but as technology advances exponentially, these aging systems can no longer keep up. AI is rewriting the rules, enabling enterprises to modernize applications with automation, predictive analytics, and intelligent optimization. This shift is helping businesses reduce technical debt, enhance performance, and future-proof their systems. In this blog, …

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July 22 2025

Step-by-Step Guide to Developing Secure Healthcare AI Solutions

Reading Time: 11 minutes Imagine a hospital that invests in a shiny new AI tool that speeds up diagnoses, but weeks later, it’s barely being used. Reason? The doctors were not adequately trained, and the system failed to integrate with existing workflows; now it’s just another expense with no tangible value. This is not because the AI does not …

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March 24 2025

Integrating AI-Powered Chatbots in Mobile Apps with Transformer Models

Reading Time: 3 minutes Imagine this: You’re browsing your favorite e-commerce app late at night, searching for the perfect pair of shoes. As questions arise—about size, delivery times, or even current promotions—you hesitate. No human customer service is available at this hour, but instead of waiting until morning, you tap a button labeled Chat Now. Instantly, a conversational interface …

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March 21 2025

React Agents vs Function Calling Agents

Reading Time: 4 minutes Large Language Models (LLMs) have completely transformed our interactions with technology. LLMs have enabled a number of important tasks like creative content creation, content summarization, and answering questions. Nevertheless, they also have challenges and limitations. Their capabilities are frozen during their training; they don’t have the potential to engage with external systems (such as databases …

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March 14 2025

Use Cases & Benefits of Digital Twins in Healthcare

Reading Time: 5 minutes Digital twins are among the innovative technologies rapidly reshaping the healthcare industry. These virtual replicas are crucial in advancing healthcare practices and enhancing medical organization efficiency and patient care. In 2023, the digital twin market in healthcare was valued at around $1.6 billion, and industry experts predict it will surge to over $21.1 billion by …

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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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