Layer 1: emit-time redaction filter, Layer 2: behavioral prohibition on provider-domain fragments in chat, Layer 3: pseudonym-only human references, Layer 4: no centralized human-contacts directory, Layer 5: content-quality pre-publish review. Together they create defense-in-depth that makes accidental data exposure extraordinarily unlikely.