JEV Concept Overview and Comparison of Two Open-Source Implementations
JEV is the name TypeSafe AI gives to its “System One” model concept. The company...
Deep-dive
NER-based PII Anonymization: OpenAI Privacy Filter Analysis & Lightweight Implementation of privyscope-ko
“Honestly, I didn’t even start this project with NER (Named Entity Recognition) in mind. But...
10 Technical Reports for Token Consumption and Cost Optimization in Claude Code and Gemini CLI Environments
Terminal-based AI agents like Claude Code and Gemini Cli drastically boost our productivity by analyzing...
The Evolution of Vulnerabilities from DevOps to MLOps and LLMOps
Moving from DevOps to MLOps, and then to LLMOps, brings a new layer of infrastructure...
[The AI Shield 10] Honey-token Injection – Advanced Defense
If you spend time in security, you eventually run into all kinds of “honey” variants....
[The AI Shield 9] Embedding Model Bias Verification – Advanced Defense
While the concept of “Embedding Model Bias Verification,” the topic of this post, is theoretically...
[The AI Shield 8] Logical Partitioning – Advanced Defense
To be honest, the moment I truly began to think seriously about security was when...
[The AI Shield 6] Tracking Data Lineage – Data Engineering
Over my 20-year career designing security infrastructure and operating large-scale data governance frameworks, I’ve seen...
[The AI Shield 5] Deterministic De-identification – Data Engineering
Over 20 years of designing and operating security infrastructure, I’ve touched nearly every data protection...