by Dr. Owns | May 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction Recent large language models (LLMs) — such as OpenAI’s o1/o3, DeepSeek’s R1 and Anthropic’s Claude 3.7 — demonstrate that allowing the model to think deeper and longer at test time can significantly enhance model’s reasoning capability. The core approach...
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
In recent years, WebAssembly (often abbreviated as WASM) has emerged as an interesting technology that extends web browsers’ capabilities far beyond the traditional realms of HTML, CSS, and JavaScript. As a Python developer, one particularly exciting application is...
