· Perseval · Product principles
Exact Groups First, Optional AI Second
Keep failure identity deterministic, use similarity only for navigation, and treat hosted judgments as unproven assistance.
Keep failure identity deterministic, use similarity only for navigation, and treat hosted judgments as unproven assistance.