# Early standards and transparency remain essential before further hardening.
*Canonical page:* https://truthscore.com/claim/early-standards-and-transparency-remain-essential-before-further--92a7bfc7
*Numbers under lens:* **Evidence-weighted** (`log-odds@1`)
*Machine twins:* https://truthscore.com/claim/early-standards-and-transparency-remain-essential-before-further--92a7bfc7.md · JSON at https://truthscore.com/api/v1
Early standards and transparency remain essential before further hardening.