Noyron developed a functional hypersonic pre-cooler with fractal geometry using an AI system that independently designs machines. The first version worked immediately, producing an organic, highly complex structure generated through mathematics rather than traditional engineering intuition. Built by Dubai-based Leap 71, the system uses a closed-loop AI process to design, simulate, manufacture, and learn from test results. That compressed a development cycle that could take months or years into just two weeks. The breakthrough points to a major shift in engineering: AI is moving beyond optimization into full machine creation. For aerospace and other advanced industries, that means faster iteration, lower R&D friction, and designs humans may never have conceived on their own. #NoyronAI #Leap71 #HypersonicPrecooler #FractalGeometry #AIDesign #GenerativeEngineering #MachineDesign #AerospaceInnovation #HypersonicTechnology #ComputationalDesign #EngineeringAI #DubaiTech #ClosedLoopAI #AdvancedManufacturing #FutureOfEngineering
ADVERTISEMENT
A team did work on that engine. They used it for speeding up the CAD process. The AI didn't iteratively generate the engine
I build and train these types of models for a living. And one thing that confuses people is "How does AI work for hours at a time?". The average person uses an LLM like ChatGPT or Claude. Their average prompt is 1-5 sentences, and the AI crunches on that for between 0-20 seconds before answering. But some of my prompts (called: input specs) are between 3-20 PAGES. And I don't mean a human writing, "I dunno, make it cool. Also, would red be a good color? I guess I'm looking for....". That's just a human rambling in text form. Spec docs are very precise with hosts of conditional instructions, conflict resolution, flow analysis, seed callback instructions, and a dozen other things. And the AI writes every line of code and checks the sheet, designs more, checks the sheet, tests what it has done, and checks the sheet, and repeats. That's how it works for 5 hours straight and at the end, has zero errors and works exactly as intended. Now for a company like this in the video, it's probably even easier. Their .md file is probably 2 pages, maybe 3. Because the human has no vision in mind. The humans want the AI to develop the vision. So that's how the spec is written. I've done stuff like this where (for simplicity sake) I'm basically saying,"Go nuts". Just to see what various models will do. And yeah, they create some wild stuff that 100% works and is often more efficient that the human designed equivalent. It's pretty cool to witness.
And my AI cant even remember anything after the 3rd edit.
These are the kinds of news stories that impress, and the implications are immense.
It's not a turbine, it's a rocket engine.
Every time I see these passionate worship I think of the Terminator series!
We might be the aliens who will visit and destroy planets for resources and conquer all other civilizations
This whole video is AI to push AI.
It's not a turbine 🤔 it's a rocket motor
Giger was right with his designs for the alien movies 😂
Turbine? It looks like an active fuel cooled 3d printed rocket engine
They are boldly going where no one has gone before
Is it really a turbine? Where are the fan blades?
This is the the only thing AI as we know it should be used for. Advancing our knowledge and our horizons
The amount of green flames tells me this design eats itself while firing.
Listening to this small gem, opened a door to a massive radical thinking of something we couldn't work out until this one every big thank you
Awesome.
They are gonna need ai to figure how to get oil from the Persian Sea to Indian Ocean bypassing strait of Hormuz.
That is cool
Every day we stray closer to Skynet.