Tag: machine learning

Your LLM is only as clean as your training data. Once PII gets baked into model weights, there is no delete button. Here is how to catch it before that happens.

I asked a CISO last week if they knew what data was in their LLM training pipeline. Silence. That silence is where the next wave of breaches will come from.

In the era of digital transformation, organizations amass an unprecedented volume of data, which often includes both regulated data (PII, SOX, HIPAA, CCPA, UCPA, etc) and valuable intellectual property (IP). Ensuring the visibility and proper classification of this data is crucial for compliance, risk management, and safeguarding corporate assets.