AI hype is everywhere. After four years of building production-tested AI products, I still have to explain that LLMs aren’t a drop-in fixes for classic data problems. Teams struggle with over-complicated solutions where classical tools would suffice, mistaking similarity for relevance, or betting big on agentic flows when bag-of-tricks NLP... [Read More]

During the first few months of 2025 I’ve explored how Model Control Protocols (MCPs) can transform Cursor from a helpful assistant into a true coding copilot. By integrating custom MCP servers and crafting focused cursorrule files, I’ve automated the tedious parts of my workflow-like writing detailed PR messages-and boosted the... [Read More]

In this tech12 article I explained the history of generative art - or as research jargon sometimes calls it, “Non-Photorealistic Rendering” - over the past 15-20 in academia.

This actually aged well! Recorded shortly after the Google LaMDA fiasco, I talked about Large Language Models and their ability to learn, adapt and answered the main question on everyone’s minds; are they self aware and do they have a real ability to learn new things.

What is a GPU? Why does it matter? How much RAM do I need? Do you want to understand those terms better, and even put them to use? Read on.