Human inspectability means a person can diff two versions, inspect lineage, and trace each fact to its source. Trust comes from verification, not hidden model behavior.
Before vs after
Before: a value changes and operators only see "current state." After: operators can inspect field-level diffs and provenance to validate or correct the update.
# Inspect snapshot lineage
neotoma entities get <entity_id>
neotoma observations list --entity-id <entity_id>
Inspectability depends on
versioned history
,
auditable change log
, and
replayable timeline
.