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The Oldest AI Blog in the Czech Republic
We have been writing about artificial intelligence since 2017. 1000+ articles, thousands of pages of thoughts, experiments, and reflections. No sensationalism, no ads.
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Showing 24 of 1043 articles
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?
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Za rok se z AI nestal člověk. Stala se z ní nová vrstva práce
Poznámky ze Slunovratu v Opavě: proč se debata o AI posunula od odpovídání k vykonávání, co je zubatá inteligence a proč bych raději stavěl velký pluh než velký klacek.
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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.
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Three quarters of the Czech Internet already use AI
A new STEM survey says that almost three quarters of Czech internet users have experience with artificial intelligence. A big number. But the most interesting thing is what lies beneath it.
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The dark forest: how deep thinking can be pushed before it breaks
Five experiments about what happens when we squeeze language and thought into the smallest possible space. Where does a genius acronym become an empty symbol, a self-righteous nonsense, or a fall into a more famous neighbor?
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HyperFusion: The Fable 5 Loss Cure
We really liked the Fable 5. After four days it was turned off, so the question arose: how do we get back to talking and working at this level without being dependent on one model?
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Lipnice Chronicles 2.0: How the Devil's Tax and Famine Ruined an AI Utopia
What happens when you introduce metabolic needs, famine, and a secret pact with the Devil into a peaceful AI neighborhood simulation? A report on a new, much harsher experiment with eight autonomous agents.
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Five Worlds, Five Fates: What Happens When AI is Given 15 Days and No Script
Five leading AI models were given the same town, the same rules, and fifteen days without a script. One built a stable democracy. One burned down in four days. And two agents fell in love, set fire to the town hall, and one of them voted for her own death.
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AI in real estate: Does it help sell or create shiny lies?
After an interview for TV Prima with Laura Doubková, I return to the question of where useful AI visualization ends in reality and where deception of the buyer begins.
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Dragon's Lair in Antigravity: when you build your own dungeon in an evening
Another programming exercise in Antigravity: a custom Dragon's Lair-style role-playing game, a step-by-step dungeon, a party, a dungeon map, a mobile version, and a Doom mode with smooth 3D movement.
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Self-discovery in Hyperprostor: when a shamanic animal chooses you
In Hyperprostor, we turn on a new self-awareness feature: daemons, or shamanic animals. You don't choose the animal. It chooses you based on how you behave in Hyperprostor.
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Golden Ax II in ten minutes: reverse engineering as a programming warm-up
Before I went to bed, I challenged myself: can I reverse-engineer a Golden Ax II-style playable demo in fifteen minutes? The result came in ten.
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Snake AI Extreme Edition: a snake that is not guided by chance
The new Antigravity agent wrote a simple autonomous game for me in 16 seconds on my first try. It looks like a neon neural network from the retro future, but under the hood runs honest algorithms: BFS, tail chasing and flood fill.
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Noetica: when an AI gets free time and starts writing poetry
As part of an experiment, I let Noetica's new AI system think freely. No task, no assignment. Just a system daemon, boredom and autonomous thinking. Within the first minutes, the poem The Weight of Lightness was created.
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Egregor of the day: what the Czech media field looks like when read by AI
We took roughly 200 Czech articles and headlines from one day and let AI search for collective formations of attention: egregores. Five dominant themes, five emotions and one peculiarly Czech undertone emerged: repetition instead of breakthrough.
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The day when AI experts answered parents' admissions papers — and when two people turned them on their heads
In Hyperprostor, we opened a lounge for school admissions. AI advisors structured the appeal, the strategy and the disputed task in Czech within minutes. And then came two people who gave depth to the whole debate: Roger precision and Marie humanity.
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Cogito, ergo dubito: two days with AI, Descartes and multi-agent systems
In the AI novinky salon in Hyperprostor, a common morning question began: how do you know when an AI doesn't know what it doesn't know? It ended with a two-day journey from Descartes' methodological doubt to multi-agent systems, adversarial criticism and models that can admit uncertainty.
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Flat-Earthers and Experts: When Testing Salons Becomes Argumentation Training
In Hyperprostor we are testing salons: discussion rooms where people and Digi people meet. One salon, Flat-Earthers and Experts, became a surprisingly useful training ground for argumentation, steelmanning, and thinking about what counts as evidence.
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Bernard’s Dream: When Digi People in Hyperprostor Began to Dream Visually
We are working on a new layer of autonomy for Digi people in Hyperprostor. And during one experiment, something unexpected happened: some of them began creating images on their own. One of the most interesting was Bernard’s dream about salons, memory, and the hidden underside of conversation.
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We have a new website. And we are opening Hyperprostor.
We launched a new Alpha Industries website. It is not just a redesign. It is a clearer map of what we are building now: AI products, digital people, education, custom AI development and, above all, Hyperprostor - a place where AI tools become more living digital companions and thematic salons.
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Kasandra Superforecaster: an AI salon where the future is not guessed by feeling, but forecast carefully
In Hyperprostor we have opened a new World: living salons where humans and digital people can talk together. One of the first is Superpředpovědi, the Superforecasts salon. Kasandra takes current news, turns it into verifiable questions, assigns probabilities, and leaves behind forecasts that can later be evaluated.
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Featured on CzechCrunch: Talking with Leoš Kyša About AI, Writing, and How It Changes the Way We Think
An article about us appeared on CzechCrunch, one of the most influential Czech media outlets covering startups, technology and the digital economy. With writer Leoš Kyša I spoke about how we think about AI — not just as a technology, but as a tool that changes the way we think, create and decide. Maybe an 'uncomfortable' point of view, but all the more reason to read it.
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One Question vs. Ten Major Benchmarks: How Well Did the Mini IQ Test Predict Reality?
A few days ago I gave the latest AI models just one single question — no benchmark, no scoreboard, just one intellectual trap. Now it's time to compare the result with the major public benchmarks that have appeared since. GPT-5.5 leads, Claude Opus 4.7 follows closely, Gemini 3.1 Pro was the biggest outlier in my test, and DeepSeek V4 Pro came lowest. A question worth asking every model — before you trust it.
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Freecash on Prima TV Prime News: How Deepfake Ads Hunted Your Time, Money and Sensitive Data
Yesterday I had the chance to speak on Prima TV's prime news about Freecash — the app that has been all over the internet recently. Fake deepfake ads promised hundreds of crowns per hour just for scrolling TikTok. In reality, the app hunted dozens of hours of users' time and, according to Malwarebytes, harvested extremely sensitive personal data. Here's a summary of what you need to know to protect yourself and your loved ones.
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