by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Table of Content Introduction: Why I Wrote This The Evolution of Tool Integration with LLMs What Is Model Context Protocol (MCP), Really? Wait, MCP sounds like RAG… but is it? In an MCP-based setup In a traditional RAG system Traditional RAG Implementation MCP...
by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
We’re entering an interesting moment in AI development. AI systems are getting memory, reasoning chains, self-critiques, and long-context recall. These capabilities are exactly some of the things that I’ve previously written would be prerequisites for an AI system to...
by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Have you ever wanted to pause an automated workflow to wait for a human decision? Maybe you need approval before provisioning cloud resources, promoting a machine learning model to production, or charging a customer’s credit card. In many data science and machine...
by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Not another explanation You’ve probably heard of data leakage, and you might know both flavours well: Target Variable and Train-Test Split. But will you spot the holes in my faulty logic, or the oversights in my optimistic code? Let’s find out. I’ve seen many...
by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Flick through any popular Macroeconomic textbook of the last 50 years and you will quickly land on a page that mentions the Phillips curve. And then another page, and then another… For example, the Macroeconomics textbook, creatively titled “Macroeconomics” by C....
