When we introduced cribl-privacy-1.0, our custom model for Cribl Guard’s background detection capability, we made the case that telemetry needs a different kind of privacy model: one built for the semi-structured, high-throughput shape of real machine data rather than polished natural-language text. Today we’re releasing cribl-privacy-1.5, the next version of the in-house transformer powering Cribl Guard. It catches significantly more sensitive data and all in the same memory footprint as before.