Provenance matters
Outputs are not enough. Preserve where they came from and why they changed.
Principles
Use the tool. Keep the judgment.
Humans remain accountable
Automation can assist decisions without inheriting responsibility for them.
Memory needs structure
More context is not automatically better context. Current truth must be identifiable.