The SF Tensor Manifesto
We are building the nervous system for the next generation of computing.
The Future is Heterogeneous
CPUs, GPUs, TPUs, and domain-specific accelerators are proliferating. Software must treat them as first-class citizens.
Performance Should Be Accessible
Only a handful of experts know how to squeeze every drop of speed out of modern hardware. We believe optimization should be automatic, measurable, and universal.
Cost is a Dimension of Performance
It's not just about FLOPS. It's about FLOPS per dollar. By arbitraging across clouds and hardware, we democratize access to affordable compute.
Mathematics is the Ground Truth
At the end of the day, performance is math. Memory distance, cache locality, algorithmic complexity: all quantifiable, all optimizable.
Code Should Outlive Hardware
Your ideas should not be trapped in CUDA or ROCm or a vendor's silo. A language like Emma lets you write once and inherit every new chip that emerges.
We Build Tools, Not Walled Gardens
Our commitment is to open, extensible, and developer-first infrastructure. We win only when developers do.