Evaluation and tooling
Harnesses, evidence capture, adversarial testing, agentic systems, and reproducible evaluation workflows.
Work with us
Expression of General Interest
The current role list is not the whole map. If the work fits and the opening does not, tell us where you think the fit is.
What this is for
This is the place for serious inbound notes that do not fit a posted role. Future hires, project collaborators, product partners, advisors, researchers, and operators can all start here.
We read these for fit, timing, and pattern recognition. A clear note with evidence beats a long note with no handle on the work.
Future hiring
If you want to work here but the current role is wrong, tell us what you would own and what proof we should read.
Project collaboration
If you can help with evaluation, governance, risk data, or systems mapping, describe the specific project shape.
Product and advisory fit
If you are a potential product partner, advisor, or client-side operator, explain the use case and the decision it supports.
Low ceremony
No cover letter theater. Send the signal, links, and the kind of conversation that would be useful.
Interest areas
Useful signals
Governance and advisory
Controls, decision rights, escalation systems, board artifacts, and regulatory translation.
Research and analysis
AI safety, policy, forecasting, system dynamics, synthetic media, international security, and sector risk.
Product and partnerships
Resonance, CLD Suite, GovTune AI, the Enterprise AI Risk Index, and client-side deployment problems.
Form
Send a general-interest note
Be specific. We route good notes to hiring, collaboration, advisory, product, or client conversations.