AI & ML interests

We create efficient architectures for the era of AI

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clanker-creator  updated a model 2 days ago
AcidAI/GSN-Open-Weights
clanker-creator  published a model 2 days ago
AcidAI/GSN-Open-Weights
clanker-creator  updated a Space 7 days ago
AcidAI/README
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Organization Card

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

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.

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