How does the training data differ between SLMs and LLMs

You see it everywhere. The AI revolution is here, and at the heart of it are powerful language models. You’ve probably heard all about Large Language Models (LLMs)—the massive, do-everything AIs that can write poetry or code. But there’s a new player gaining serious momentum: the Small Language Model (SLM). And the biggest difference between […]
Why Enterprises are Turning to Synthetic Data for LLMs?

In 2025, the data being generated is in zetabytes. But only 5% of all data on the internet is publicly available. This shocking fact highlights a major challenge AI developers face today. Companies are rushing to build smarter AI systems, but most encounter a significant roadblock: there’s simply not enough high-quality, annotated training data. As […]
What is an LLMs? – Large Language Models Explained

Artificial Intelligence has transformed the way we interact with technology, and at the heart of this shift are Large Language Models (LLMs). From powering chatbots to generating content, LLMs are behind many of the AI-driven tools you see today. But what exactly are they, and how do they work? Let’s break it down. LLMs Meaning […]
Red Teaming LLMs: The Frontline Defense for AI Safety and Ethics

Introduction As AI becomes increasingly a part of almost every system, ensuring its safe, ethical, and reliable operation is more crucial than ever. One of the most effective strategies in identifying and mitigating risks in AI, especially in large language models (LLMs), is Red Teaming LLMs. The term, which comes from cybersecurity, refers to Red […]