We run our science in the open

We're a for-profit company. We publish our tools, methods and data in four areas, and look for collaborators on each.

1AI-assisted chip designThe design loop, and how to score success.Code on GitHub ↗
2Predictive fiber modelsOur DARPA collagen model didn't generalize. A high-throughput dope machine could generate the data that would. We want a wider conversation as we build it.Page coming
Read The Missing Emulator ↗Join the conversation →
3Bio-inspired manufacturingKeeping proteins unreacted until the right time.Explore →
Read Humanity Makes Noodles. Nature Makes Machines. ↗
4The future of fibersComputational fibers: our white paper.Page coming

Where we publish

Release earlyDatasets, results and tools as they mature, not held for one final paper.
Publish more than papersProtocols, open hardware, informative failures and open problems.
Ask for critiqueWe invite people to use our tools and data, and to test their rigor.
Show how it works in a companyWe document where the line between open and protected falls, so others have a worked example.

We're looking for characterization partners and labs willing to reproduce our methods and discuss the results in public.