Resources
Public work you can use or inspect now. If a link stops working, it does not belong on this page.
Live application
Six Degrees · Referral activationTurns an open role into a shareable brief and employee-facing referral workflow. The application is designed not to create or retain a record of the person being referred; the employer's ATS remains the application system of record.
Public governance contribution
ForHumanity Necessity AssessmentA pre-deployment assessment I contributed to operationalizing. It asks a basic question that is easy to skip: is AI necessary for this use at all, given the purpose, alternatives, affected people, and risks?
The Failure Atlas and Field Notes contain the research and working methods behind these builds.