How to Tell if a PII Redaction Model Is Any Good
A model count says nothing about quality. What proves a PII redaction model works: held-out evaluation, precision and recall, and an auditable model card.
How We Use Philter Scope to Evaluate Our PII Models
How we use Philter Scope, our open source auditing tool, to evaluate our own PII models, shown on the ph-eye-pii-en name models.