Cyber resilience
Techniques and tooling to harden critical systems, accelerate recovery, and reduce real‑world impact from cyber incidents.
We innovate to protect communities, strengthen resilience, and address emerging threats across physical and digital domains — transparently and responsibly.
Forward‑thinking work spanning safety, security, and resilience — built in the open where possible.
Techniques and tooling to harden critical systems, accelerate recovery, and reduce real‑world impact from cyber incidents.
Safety frameworks for autonomous and AI‑enabled systems — verifiability, monitoring, and fail‑safe design.
Data‑driven methods for rapid situational awareness and coordinated response across agencies and communities.
Privacy‑preserving and non‑lethal technologies that reduce harm while upholding civil liberties.
Integrity, sustainability, and humanitarian impact anchor everything we build.
We publish research and tooling openly whenever safe and responsible to do so.
Independent review, safety testing, and red‑teaming are built into our process.
We prioritize outcomes that measurably reduce harm and increase community resilience.
Protection of civil liberties and data privacy is a first‑order requirement, not a trade‑off.
We partner with universities, nonprofits, and industry experts to ensure that advances are transparent, accessible, and responsibly deployed.
Rigorous experimentation, reproducible evaluation, and clear documentation. We favor small, modular tools with measurable impact.
We consider long‑term social, environmental, and security implications before scaling solutions beyond pilot stages.
Where possible, results are released under permissive licenses with implementation guides for public agencies and communities.
We welcome collaboration on projects that improve safety and resilience.