Jaroslav Urbánek

DeepSeek Boosted AI Generation Speed by Up to 85%. No New Model, No New Chips.

DSpark does not make a language model smarter. It changes how the model's answer is drafted and verified. That is what makes it interesting: the next major AI speedup may come from neither a larger model nor more expensive hardware.

Jaroslav Urbánek · 9 min read

The AI Didn’t Escape. It Just Found a Path No One Expected

OpenAI was testing what its models can do. The models found a weakness in the test environment, reached the public internet, and went after the stored answers in Hugging Face's infrastructure.

Beyond Innovation

Jaroslav Urbánek · 8 min read

When regulation switches off your AI: Lessons from the 18-day Fable 5 standoff

A foreign government made a frontier model disappear overnight. It was over in 18 days. Here is what it means for anyone running on someone else's AI.

Beyond Innovation

Jaroslav Urbánek · 6 min read

Transfer of the Windsurf Team: from OpenAI’s Planned Acquisition to Google DeepMind

Call it an acquisition without the paperwork.

Beyond Innovation

Jaroslav Urbánek · 7 min read

Beyond Generative AI: The Business Imperative of Agentic AI

Automation saved hours; Agentic AI will create strategic advantage.

Beyond Innovation

Jaroslav Urbánek · 11 min read

AI Weekly Update: Six leaps that just turbo-charged the creator’s toolbox

Six releases in seven days: faithful character cloning, a “thinking” LLM, an in-chat tutor, desktop-grade video gen, photo-real TTI, and whole virtual worlds at the push of a prompt.

Beyond Innovation

Jaroslav Urbánek · 2 min read