by Kordian | Nov 28, 2025 | AI
I attended the Bielik Summit 2025 today (unfortunately only virtually), and several speakers mentioned an MIT report regarding AI implementation in organizations. Naturally, I grabbed it (you can too:...
by Kordian | Nov 3, 2025 | AI, General, Python
I’m excited about Small Language Models (SLMs), which essentially means AI on your own computer or within your infrastructure. The promise is tempting: full data privacy, zero API costs, and operation on your own hardware. But how does this promise hold up when...
by Kordian | Oct 27, 2025 | AI, General, SPACE
Agile in Name, Rigid by Ritual. Why Scrum Paralyzes Internal IT Teams. Introduction: Agile, or “agility.” A word that has dominated the IT industry. But forget IT—Elon Musk took it beyond IT, straight into the business world. It’s the promise of...
![RAG is Not Magic. How to Build a Document Processing System That Actually Works [Tutorial]](https://kordianzadrozny.pl/wp-content/uploads/2025/10/Gemini_Generated_Image_s4tu75s4tu75s4tu-1024x675.png)
by Kordian | Oct 25, 2025 | AI, Python
A few words on RAG. The promise is tempting: “connect” a chatbot to your database of PDF documents, and it will answer questions about them. In theory, it works. But it often fails. Why? Because in 90% of cases, RAG systems fail not at the generation...
by Kordian | Oct 7, 2025 | AI, SPACE
Intro: The End of Analysis Paralysis. Time for Pragmatism. The world of AI is full of buzz around giant language models (LLMs). This can be intimidating and lead to “analysis paralysis”—the feeling that nothing meaningful can be achieved without access to...
by Kordian | Oct 3, 2025 | AI
Introduction The goal of any serious AI implementation in business-or really, of anything, anywhere-is to solve a specific problem. Of course, the TONS of HYPE and FAME cause people to implement AI whether it makes sense in a given case or not, but that’s a...
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