AI silicon
built for discovery

XPU chips run every AI workload on a fraction of the energy, built for the era of recursive self-improvement and superintelligence.

Our thesis

The substrate for all future knowledge

AI is moving from reading the internet to discovering new science, new materials, and new medicine. We build the hardware that takes it there.

Language is spent

Models have read nearly everything humanity has written, and each new round of scale buys less than the last. More text will not produce the next leap.

Discovery is a loop

The frontier is AI that proposes ideas, simulates them, tests the best against reality, and learns from the results. Every cycle produces knowledge that did not exist before.

Silicon sets the ceiling

That loop demands dense math, every precision from fp8 to fp64, and highly irregular execution, all in one machine. Hardware decides how fast it runs.

Grasshopper G0 XPU prototype board

XPU

FPGA PrototypeComing soon

Grasshopper

Our first XPU, prototyped on an FPGA. Built to minimize data movement, the dominant energy cost in AI. One architecture for dense and irregular workloads, at any precision.

Explore Grasshopper →

Cluster

In development

Monolith

Connecting XPUs creates a bigger XPU. Monolith is a cluster that behaves as one chip, running the full discovery loop: training, simulation, and verification in a single machine. More soon.

Careers

Build the future of computing

We're hiring founding engineers across the stack to bring silicon back to Silicon Valley. In person in San Francisco, with a direct hand in the research and the products.

Degrees and titles don't matter here. Send a demo of something you're proud of and we'll talk.

Contact

Get in touch

Partnerships, early access, investment, or anything else. Headquartered in San Francisco, CA, USA.