Efficient AI you can feel better using!
What would it take to create AI that…
- … can read video, audio, images, and text?
- … functions privately, without huge server farms?
- … doesn’t strain the electricity grid?
- … is used to help create a brighter future?
The industry answers those questions with brute force, and more hardware. We answered them with better math!
Introducing the new architectural blueprint for Efficient AI.
We swapped out all the slow parts of AI for better ones.
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Out Transformers Mixing tokens costs more with each token. NIn Fourier Neural Operators The FFT does the job in N log N. Thanks Cooley-Tukey! N log N
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Out Exact Attention Pay RAM per token, and for every pair of tokens. N²In Linear Attention Attention that only costs you once per token. N
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Out GPUs Needed Exotic chips that guzzle energy, complex systems code. gigawattsIn Commodity Hardware Designed to run on CPUs we already have, even a phone. watts
One blueprint powers it all; with more on the way every day:
- Cutting edge, fully Self Organizing Media Storage
- Self Organizing Intelligent Databases with no training required
- Scientific AI to fight climate change and improve public health
- Intelligent Web Components that help fight fraud online
AI for good, for real.
Join us on our journey to build a radically better future.