Daniel’s blog

👋 Hi, I’m Daniel Kovalenko, and this is where I’ll be sharing my learning journey and insights. Currently, I’m diving deep into the fascinating world of machine learning, computer science, math, and philosophy.

Let’s conquer such a marvelous knowledge manifold together!

MCP: Technical Detail or Revolutionary Framework?

Introduction The Model Context Protocol (MCP) emerged in late 2024 as Anthropic’s proposed standard for connecting AI models with external data sources and tools. It’s been called the “USB-C port for AI” — a universal interface allowing AI systems to access information from various sources through a single standardized protocol. But is MCP just another technical improvement, or does it represent something truly revolutionary in how AI systems operate? This post explores this question by breaking down what MCP is, how it works, and what it might mean for the future of AI. ...

March 21, 2025 · 6 min · Daniel Kovalenko

The Intriguing World of Particle Life

In this post, we shall delve into the intricate domain of particle systems, where elementary rules orchestrate a complex array of behaviors. Our discourse will elucidate the principles of Particle Life, enhancing your comprehension of the sophisticated emergent phenomena characteristic of computational simulations. For an interactive experience, try out my demo at nerlfield.github.io/particle-life. ...

March 20, 2024 · 3 min · Daniel Kovalenko