FIELD NOTE
Release evidence should reduce the cost of interpretation without hiding uncertainty, context, or the need for human judgment.
The strongest AI testing systems know where judgment belongs. Let the system gather context, plan coverage, run repeatable checks, and explain anomalies. Keep release intent, risk tolerance, and final acceptance visible to accountable humans.