PII in AI Training Data: Risks, Governance, and Protection

Martin JanoušekArtificial Intelligence, In-House Protection Software, Personal Data Discovery

PII in AI Training Data: Risks, Governance, and Protection

Key Takeaways PII can enter AI systems through training datasets, fine-tuning data, RAG sources, and user prompts. Language models can memorize aspects of their training data, making it important to identify and protect unnecessary PII before training. Unstructured data such as documents, emails, support tickets, and scanned files can contain PII that is difficult to identify at scale. Data discovery, … Read More

Gartner Report: Why AI-Ready Data Requires Data Discovery

Martin JanoušekArtificial Intelligence, Data Leak Prevention, In-House Protection Software, Mandatory Data Compliance

Gartner Report: Why AI-Ready Data Requires Data Discovery

Key Takeaways AI performance depends on the quality, accessibility, and organization of the enterprise data it can access. Dark data becomes a greater risk as AI systems make hidden information easy to discover. Access controls cannot identify sensitive information hidden inside documents that users and AI systems can access. Sensitive data discovery, context-aware classification, and remediation should be part of … Read More

AI Data Privacy & Compliance

Cole PrudenArtificial Intelligence, Compliance, PII, Regulatory Compliance

AI Data Privacy & Compliance

The EU Artificial Intelligence Act will go into effect soon, and we can expect many similar regulations to follow. Here are the TOP 3 ways to still get the most out of helpful AI tools while avoiding fines and achieving compliance. EU AI Act Although technology-related regulations tend to lag behind the actual technology itself, institutions are quickly adapting to … Read More

Prepare for the EU AI Act

Cole PrudenArtificial Intelligence, Compliance

Prepare for the EU AI Act

Do you use AI tools in your business and workflows? Then the EU AI Act will likely affect you by August 2026 and onwards. Take the right steps to regulatory compliance and keep your data safe from all AI models. EU AI Act AI models and machine learning tools are evolving faster than we can keep tabs with them. However, … Read More

The AI Act and Your Business

Cole PrudenArtificial Intelligence, Compliance

The AI Act and Your Business

The two-year provisional period is nearly over, and soon the EU AI Act will go into full force. Let’s go through everything you need to know to prepare your business while still getting the most out of AI. What Is the AI Act? With examples as thorough as the GDPR, it’s on-brand for the European Union to be the first … Read More

GDPR & Artificial Intelligence

Cole PrudenArtificial Intelligence, GDPR, GDPR Compliance, PII

GDPR & Artificial Intelligence

A Breakdown of the EDPB’s Official 28/2024 Opinion Piece Rapid increases in technology demand rapid updates to personal data regulations and PII protection guidelines. Let’s dive into how the GDPR’s official governing body views the safe deployment of AI and what potential new rules we can expect going forward. EDPB Opinion on AI Models Issued in Brussels on 18 December … Read More