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title: Acid Research
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# Acid Research (ACRS)

Acid Research is an independent AI research organization building
CPU-native, economically viable alternatives to transformer-based
architectures.

Our work is guided by one principle: **make it linear, or else your
cost ain't going to be.**

## Architecture Portfolio

| Architecture | Description |
|---|---|
| **HAM** | Hebbian Architecture Model — continuous learning |
| **RSM** | Recurrent State Machine — O(1) inference, no attention |
| **RDM** | Recurrent Depth Machine — native depth loops |
| **IMA** | Intent Machine Architecture — intent-driven reasoning |
| **GSN** | Gated Sparse Network — dynamic compute gating |

## Releases

- [GSN — Gated Sparse Network](https://huggingface.co/AcidAI/Acid-GSN-Architecture)

## License

All ACRS releases are published under the **Acid Research Protected
Interests License (APRIL)**. Free for research. Commercial use
requires permission.

## Contact

For commercial licensing inquiries contact Acid Research directly.