Configurable Safety Threshold Management

via “configurable-safety-threshold-management”

Google's safety content classifiers built on Gemma.

Unique: Provides runtime threshold configuration without model retraining, enabling rapid policy iteration and multi-segment deployment. Supports per-category and per-segment threshold variation, allowing nuanced safety/usability tradeoffs.

vs others: More flexible than fixed-threshold classifiers because thresholds can be adjusted without retraining; more operationally efficient than maintaining separate fine-tuned models for different policies