Beyond Regex: Why General LLMs Fail at PII Discovery
Regex misses context, general LLMs over-redact and burn GPUs. The right answer is hybrid: pattern matching for the deterministic, specialized AI for the rest.
Using an LLM or Pattern-based Rules for PII/PHI Redaction
Comparing the two main approaches to redacting PII and PHI: an LLM versus pattern-based rules. How each handles accuracy, cost, and GDPR or HIPAA compliance.
Why Using an LLM to Redact PII and PHI is a Bad Idea
Lots of posts show how to redact PII and PHI text with a large language model (LLM). Can we really just let an LLM handle it? Here is why that is a bad idea.