**What exactly is NeuralOS?**

It’s an experimental generative OS that predicts every screen frame entirely from your mouse and keyboard inputs. No internet, no traditional software stack, purely hallucinated pixels.

**How does it work?**

* An RNN tracks the computer state (kind of like a traditional OS kernel, but all neural and continuous).
* A diffusion model generates the actual screen images (imagine a desktop environment, but fully neural-rendered).

The GIF shows a funny demo: NeuralOS running NeuralOS inside itself. Every single pixel you’re seeing is model-generated, no network involved at all!

Long-term, our goal is to remove boundaries between software entirely and make OS fully customizable beyond fixed menus and options. Imagine asking your OS something like:

* “Merge all my messaging apps into one interface.”
* “Make Signal look like Messenger.”
* “Turn the movie I’m watching into a playable video game.”

**I’m curious about your thoughts:**

* Could future OS interfaces just become human-like avatars (think Grok’s Ani)? Are menus and app-specific UIs going away?
* What about fully generative games: could diffusion-based games eventually replace traditional ones?

Try the live demo here: [neural-os.com](http://neural-os.com) (you might need patience…)

More details about the project: [x.com/yuntiandeng/status/1944802154314916331](http://x.com/yuntiandeng/status/1944802154314916331)

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