MDA AI KN Knowledgator Engineering Real-time GLiNER for PII reduction workflows GLiNER has become a standard for NER and PII reduction workflows. It’s much faster than LLMs, as it doesn’t need an autoregressive…
AI PR Pritesh Jha anonypii: A PyPI package for securing the user data in LLM applications In part one, I built PIIBench and showed that every existing PII detection system falls apart under a realistic cross-domain evaluation.
ART AI PR Pritesh Jha Fine-Tuning Beats Architecture: How a Simple DeBERTa Model Solved PII Detection In part one, I described building PIIBench — a standardized benchmark for PII detection across ten heterogeneous datasets. The result was…
AI SPT PR Pritesh Jha The PII Problem Nobody in GenAI Wants to Admit Every enterprise AI team I’ve talked to is running into the same wall. The use case is obvious — take your customer data, run it through an…
AI AL Ali Khan How to Stop Your LLM From Leaking Sensitive Data — A Production Compliance Pipeline You’re sending contracts with national IDs, bank accounts, and salaries to OpenAI. Here’s how to stop doing that.