Blog
Experiments, research and the future of AI
We have been writing about artificial intelligence since 2017. Explore 1000+ articles, original experiments, data, stories from practice, and open questions.
Archive and filtersYear, topic, and tags for more precise archive browsing.
Topics
Recommended reading
Start with our best work
Three pieces that capture our approach: an original experiment, a practical analysis, and a question with no simple answer yet.
I built a simulator of the Czech quantum computer. Now you can try it free from home
How I built VLQ Lab, what my first production experiments on the Czech quantum computer revealed, and how you can try the simulator and Alpha Wolf for free.
Read
Now we are famous in Finland too: two days and one night on LUMI
My first LUMI experiment attracted attention in Finland. I then spent 38 hours testing model fusion, running the 753-billion-parameter GLM-5.2 and measuring when reasoning helps AI and when 4-bit compression breaks it.
Read
HyperFusion after patching: DRACO benchmark and the road to the AI expert jury
We ran HyperFusion through the more accurate DRACO benchmark. It turned out that it is not enough to put several models next to each other. What matters is how their answers fit together.
ReadLatest articles
Showing 24 of 1065 articles
Humanoidní roboti za deset let? AI recepční už jsou tady
Po rozhovoru s Laurou Doubkovou z CNN Prima NEWS: co opravdu říká český průzkum, co zvládá AI recepční a proč o nástupu humanoidů rozhodne cena spolehlivě odvedené práce.
Read
Když AI řekne „bojím se“. O lidskosti a strojích na DIGIFESTu
Digitální Descartes, simulované organismy i superpočítač LUMI. Na DIGIFESTu jsme hledali hranici mezi přesvědčivým chováním AI a tím, co skutečně víme. A po přednášce pokračovala dlouhá fronta otázek.
Read
Wolves and ravens in Core War: eight instructions among the front-runners
How AI helped us develop Wolf Raven and the eight-instruction Lone Wolf. Three rankings, real arena screenshots and the weaknesses that an overall average can hide.
Read
With Daniel Stach: The Traitors, DigiHavel and a reality show with AI
How real is reality TV? And what would change if artificial intelligence joined the cast? At Innovation Week, Daniel Stach, Andrea Havelková, Šárka Vítovcová and I explored the connection between television and digital characters.
Read
Vizi was born in Zlín. The audience voted on her personality
More than thirty people put together their own chatbot. They gave her dry humour, a soft spot for Baťa and a fear of being switched off. Seventeen questions in a presentation turned into a live conversation about school, relationships and the meaning of life. And Vizi had questions for us, too.
Read
Three months on LUMI: AI often has the right answer. It just cannot pick it.
Three months and 4,703 GPU hours on a Finnish supercomputer. When model collaboration helps, what fine-tuning ThinkingCap achieved, and why choosing the right answer can be harder than generating it. Results, charts and datasets to investigate yourself.
Read
DevDay 2026: Sol skoro jako Astra. Co z novinek OpenAI opravdu využijeme v Česku?
Sol, Astra a konkurence: benchmarky, ceny a rychlost. Dots proti Hermesovi a OpenClaw, dostupnost v Česku a přehled předplatných. Co znamená 20×, kolik práce odhadnout a na co vystačí 62 500 kreditů?
Read
20 + 5 = 29. Verified. From Černá AI to LUMI to the quantum wolf
The Ostrava Gong, over two thousand people and my lecture on AI, which pretends to check its own work. What the jury of models at LUMI taught me, why the VLQ quantum computer entered the story and where you can try the experiment yourself.
Read
When a drone sees and decides: what AI can do on the battlefield today and where humans must remain involved
How a drone recognizes its surroundings, why it runs a small YOLO model instead of a giant language model, and why context is the hardest part to understand. Technology, autonomy, law and Czech research without unnecessary scaremongering.
ReadI built a simulator of the Czech quantum computer. Now you can try it free from home
How I built VLQ Lab, what my first production experiments on the Czech quantum computer revealed, and how you can try the simulator and Alpha Wolf for free.
Read
Alpha Industries enters the quantum era
For the first time, I sent a circuit to the real Czech VLQ quantum computer. The Bell state returned 94.2% correct outcomes and showed why it pays to approach a QPU with a hypothesis, a simulator and humility.
Read
A chatbot instead of a vet? When AI will help and when it can harm the animal
AI can explain a veterinary report, prepare questions and sort symptoms. But it can just as convincingly create a wrong diagnosis. What does the data show and how to use it safely?
Read
Digital jungle or digital cage? What phones, social media and AI really do to children
Czechia is debating phones in schools, France social media under 15, and children already use generative AI every day. What the evidence actually says, why experts disagree, and how to set boundaries that protect children without leaving them unprepared.
Read
AI instead of a psychologist? A dead end, a bridge or a mirror?
Why people confide in chatbots, where AI can genuinely help and where the danger begins. Czech data, lessons from HyperSpace and a practical guide to safer use.
Read
How AI Learned to Program: From HumanEval to an ICPC Gold Medal
A technical history of AI programming from HumanEval to ICPC, expanded with my own LUMI and Cerebras experiments. What discriminating tests, repeated sampling and two-second Tetris and chess prototypes actually taught me.
Read
From solving word problems to proof juries: five years of AI mathematics
A technical history of the mathematical reasoning of language models from MATH and GSM8K through chain of thought, self-consistency, tools and AIMO to formal proofs and agent juries in 2026. Including exact winning recipes and lessons for HyperFusion.
ReadNow we are famous in Finland too: two days and one night on LUMI
My first LUMI experiment attracted attention in Finland. I then spent 38 hours testing model fusion, running the 753-billion-parameter GLM-5.2 and measuring when reasoning helps AI and when 4-bit compression breaks it.
Read
Consciousness science at a crossroads: what if we create it before we understand it?
Leading scientists warn that AI and neurotechnology are outpacing our understanding of consciousness. I take that warning seriously: I have experimented with artificial consciousness since 2019, and the line between experience and its convincing simulation matters more every year.
Read
Chip Crisis 2.0: AI Is Not Consuming All Chips, Only the Most Valuable Ones
After Friday's TV Prima interview with Laura Doubková, I am publishing a longer version: why AI is pushing up laptop and smartphone prices, what HBM and wafers are, why this is not covid 2.0, and why the smartest answer is circular economy, not panic.
Read
When a Supercomputer Runs AI and Heats a City
I ran the first tests of my AI evaluation project on Finland's LUMI supercomputer. Phase 0 showed a simple lesson: one prompt does not use a supercomputer, but thousands of prompts do.
Read
How I Brought Tom Riddle's Diary to the Web
I took the original hardware experiment for the reMarkable Paper Pro and turned it into a web MVP for phones and tablets: ink sinks into parchment, AI reads handwriting, and the answer writes itself back onto the page.
Read
Local models are no longer toys: Qwen as the brain, GLM as the ideator, Fusion as the safety net
After HyperFusion Deep, I ran the same kind of cognitive trap locally on an RTX 5090. The result surprised me: Qwen was strong, GLM was fast but unreliable, and a local Qwen-judge Fusion extracted the best answer from both.
Read
HyperAdvisor and HyperFusion Deep: turbo boost for AI and a new layer of the reasoning system
What if AI worked like a processor in a laptop: cheap and fast most of the time, but for heavy tasks, it automatically switched gears? And what if a better model is not enough for the most difficult cognitive questions, but an entire orchestra of experts?
Read
AI did not become human this year. It became a new layer of work
Notes from the Slunovrat festival in Opava: why the AI debate has shifted from responding to doing, what jagged intelligence is, and why I'd rather build a big plow than a big stick.
Read