Blog

Most common question asked in 2025-2026 : "Which AI tool should we buy?" The smarter question is: "Do we even understand the full stack we already have, when in Azure ecosystem?" I've been mapping the Microsoft Azure AI ecosystem end-to-end — and the picture that emerges is not...

How GPT Works: The Architecture Behind Modern AI GPT (Generative Pre-trained Transformer) is built on the Transformer architecture, enabling machines to understand, generate, and reason with human language at scale. What GPT Is A deep learning model that learns linguistic...

Three Core Algorithms That Power Modern AI Modern AI systems are not driven by a single breakthrough, but by a combination of foundational algorithms—each solving a specific class of problems at scale. 1. Gradient Boosting — Master of Structured Data Designed for tabular and...

Full Stack of a RAG System Retrieval-Augmented Generation (RAG) is one of the most practical ways to make large language models more reliable. But behind the scenes, a full RAG system has many moving parts. Think of it as an iceberg the frontend is visible, but most of the...

AI terminology, explained and organized in layman’s terms, in <2 minutes: Artificial Intelligence (AI) ↪ A broad concept of machines mimicking human intelligence, around since the 1950s. Narrow AI ↪ AI systems designed to perform a specific task without the ability to generalize...

All large language models, such as ChatGPT, are renowned for “response hallucination,” generating a response that seems very credible and coherent but is factually false. Open AI has admitted that ChatGPT is susceptible to providing “plausible-sounding but incorrect or...