The Problem: AI Safety & Emergent Risks

• Increasing complexity of AI models leads to unpredictable behaviors
• Researchers and safety teams struggle to detect and control emergent behaviors
• Unchecked AI risks causing safety, ethical, and compliance issues
• High cost of failures: regulatory penalties, reputational damage, and unsafe deployments