BUILD 007. SHIPPING IS ONE-WAY. Collection alone is not learning.
CAPTURE. USE. OUTCOME. CORRECTION. NEED. Hear distinct signals.
ROUTE. PURPOSE. CONSENT. CONSEQUENCE. OWNER. Urgent corrections enter human triage.
CONTROL. CAN HUMANS CHANGE IT? They need evidence, authority, capacity, and escalation.
LOOP. CHANGE → VALIDATE → COMMUNICATE → MONITOR. Return improvements to observed outcomes.
LEARNING. FEEDBACK MUST CHANGE THE PRODUCT. Responsibly, visibly, and safely.