Blog Post #6: Under the Hood: A Non-Mathematician’s Guide to How LLMs Generate Text

Under the Hood: A Non-Mathematician's Guide to How LLMs Generate Text

When you type a prompt into an AI chat and receive a coherent, well-written paragraph in response, it can feel like pure magic. How does a machine, which only understands numbers, process the nuance of human language and weave together new sentences? While the underlying mathematics is incredibly complex, the core concepts are surprisingly intuitive. … Read more

Blog Post #4: The AI Spectrum: Differentiating Agents from Chatbots, RAG, and Fine-Tuning

The AI Spectrum: Differentiating Agents from Chatbots, RAG, and Fine-Tuning

The world of Artificial Intelligence is expanding at a breakneck pace, and with it, a vocabulary that can often seem bewildering. Terms like chatbots, RAG, fine-tuning, and AI agents are frequently used, sometimes interchangeably, leading to confusion about what each technology truly represents. To navigate this landscape, it’s crucial to understand the distinct roles and … Read more

Blog Post #3: A Brief History of Autonomous Agents: From SHRDLU to Auto-GPT

A Brief History of Autonomous Agents From SHRDLU to Auto-GPT

To truly appreciate the current “dawn of Agentic AI,” it’s essential to understand the intellectual lineage that brought us to this point. The concept of an “autonomous agent” isn’t new; it has roots deep in the early days of artificial intelligence research. Tracing this history, from rudimentary rule-based systems to today’s sophisticated LLM-powered entities, provides … Read more

Blog Post #2: What Is an AI Agent? A Definitive Guide to the Terminology

What Is an AI Agent A Definitive Guide to the Terminology

In the rapidly evolving world of artificial intelligence, new terms and concepts emerge almost daily. One term gaining significant traction, particularly with the rise of advanced language models, is “AI Agent.” But what exactly constitutes an AI agent? Is it just another fancy word for a program, or does it represent a distinct and powerful … Read more

Blog Post #1: The Dawn of a New AI Paradigm: Welcome to Agentic AI

The Dawn of a New AI Paradigm Welcome to Agentic AI

For years, artificial intelligence has steadily woven itself into the fabric of our daily lives. From predictive text to personalized recommendations, AI has acted primarily as a sophisticated tool, responding to our prompts and executing defined tasks. But a astronomical shift is underway, one that promises to redefine our relationship with AI from passive utility … Read more