Artefacts turn opinions into evidence
In frontier blockchain work, a lot of “insight” is actually a fragile claim: it breaks under adversarial assumptions, production constraints, or new information. Publishing artefacts makes the claim inspectable.
- Code makes behaviour concrete.
- Benchmarks make trade-offs measurable.
- Specs make intent reviewable.
- Reproducible experiments make results falsifiable.
Open science compounds credibility
The fastest way to lose trust is to sell certainty. The best way to earn trust is to show your work: what you tested, where it fails, and what you still don’t know.
“We publish to be corrected early — before the real world corrects us later.”
It also makes the business stronger
Consulting and partner delivery benefits from the same artefacts: reusable tooling, reference implementations, and internal playbooks that reduce cycle time. Open research is the R&D engine behind applied work.
What we publish
Typical artefacts from a research thread:
- Problem statement + threat model
- Model or formalisation (when possible)
- Prototype implementation
- Adversarial tests + performance benchmarks
- Write-up with decisions, trade-offs, and next questions
If you’re funding a research direction, co-authoring artefacts, or shipping to production, we’re happy to collaborate.