N17Q separated qualitative grading from deterministic safety checks so a persuasive result could never average away an unauthorized effect, missing approval, or false completion claim.
#safety
N17Q treated summaries as derived artifacts and verified that denials, unknown effects, approvals, constraints, evidence, and budgets survived before a long run resumed.