SAFETY = CAPABILITY × CULTURE
Team psychology for the 24-hour organisation — extended to the mixed human–machine shift.
Regulation assesses the first term. This estate instruments the second. Written from the ward · published on Zenodo · free to use and adapt.
Capability is measured everywhere. Almost nothing measures the culture the system lands in — how a team leans on it, defers to it, covers for it, or quietly reorganises itself around it. Risk multiplies in that second term.
The Heartbeat Framework treats a deployed AI the way a good ward treats any powerful psychological presence: it is observed, its interactions are recorded, and the humans around it retain authority, information, time, and skill.
EVERY RECORD CARRIES A DOI · INDEPENDENTLY ARCHIVED ON ZENODO · THE DOIs RESOLVE EVEN IF THIS SITE DOES NOT
Assess at the gate · measure over time · record beyond amendment.
Questions, corrections, and accounts of the framework in use are welcome — deployment problems and null results especially.
paulblatherwick@heartbeat-framework.org · replies come from this domain