Prefer targeted privacy redaction over vocabulary allowlists for model evidence
General lesson: Free-form operational evidence sent to a model should use targeted privacy redactors and explicit structural limits, not a blanket vocabulary allowlist. Blanket word lists silently turn valid domain language into redaction placeholders and can make otherwise valid…