LLMs Are Getting Better at Generating Short Fiction

In a world where artificial intelligence is reshaping industries from finance to healthcare, a quieter but equally fascinating transformation is unfolding in the realm of creative writing. Large Language Models (LLMs)—the same technology behind AI chatbots and digital assistants—are now showing impressive skill in generating short fiction. These models, trained on millions of books, stories, … Read more

Fundamentals of Image Processing and Computer Vision

For most of human history, the ability to see, interpret, and understand the world was something uniquely biological. But in the last few decades, a profound transformation has begun—machines are learning to see. Through a fusion of algorithms, data, and computational power, artificial intelligence systems are now capable of processing and understanding visual information in … Read more

Learning to See Like Animals: How Small Objects in Dense Video Scenes Challenge AI Vision

In the natural world, vision is a matter of survival. A bird must spot an insect mid-flight. A cat needs to detect the tiniest twitch in a crowded alley. These tasks, effortless for animals, present massive challenges for artificial intelligence. While today’s AI vision systems can recognize faces, traffic signs, or large objects with remarkable … Read more

Multimodal AI: Bridging Text, Image, and Audio for a Smarter Future

Artificial Intelligence has traditionally been built to understand a single type of input—text, image, or audio—separately. But that’s not how humans experience the world. We look, listen, read, and speak, often all at once. The next wave of AI is catching up with us, and it’s called multimodal AI. Multimodal AI represents a breakthrough where … Read more

Building AI Agents the Right Way: Design Principles for Agentic AI

We’re entering a new chapter in artificial intelligence—one where AI doesn’t just answer questions or generate text, but actively plans, collaborates, and executes tasks like a team of digital specialists. This emerging field is known as Agentic AI, and it’s fundamentally changing how we think about building intelligent systems. Instead of relying on a single, … Read more

Building a RAG System in 2025: A Step-by-Step Guide

In 2025, the landscape of artificial intelligence has evolved rapidly, and one clear trend has emerged: static AI models are no longer enough. As users demand more accurate, personalized, and up-to-date information, a new paradigm has taken center stage—Retrieval-Augmented Generation (RAG). RAG systems combine the generative power of large language models (LLMs) with the precision … Read more

Day 3: Smart Features, Smarter Models – A Guide to Feature Engineering

Abstract Feature engineering is often regarded as the secret sauce behind high-performing machine learning models. It involves the art and science of selecting, transforming, and creating variables (features) that improve the predictive performance of a model. This article offers a comprehensive and research-oriented guide to manual and automated feature engineering, including practical examples, techniques, and … Read more

The Future of Work : Emotional AI as the New Colleague

The workplace is evolving rapidly, with Artificial Intelligence (AI) taking on more collaborative roles alongside human workers. But beyond automation and analytics, a new class of AI is entering the conversation—Emotional AI, also known as affective computing. Unlike traditional systems, Emotional AI doesn’t just process logic and data—it perceives and responds to human emotions. In … Read more

Day 2 – Preprocessing Magic: Garbage In, Garbage Out – Mastering AI Data Preprocessing

Abstract Data preprocessing is the cornerstone of any successful AI or machine learning pipeline. Often underestimated, the quality of data fed into a model directly influences its predictive performance. This article delves into the complexities and techniques of data preprocessing, including cleaning, normalization, transformation, feature engineering, and augmentation. With real-world applications and examples, it offers … Read more