Introduction to Generative AI Safety
Concerns About AI Safety Hazards
Live Demonstration of AI Testing
Research Insights on AI Risk Management
Managing the AI Model Life Cycle
Benchmarking AI Models for Safety
The Impact of Fine-Tuning on AI Safety
Understanding Red Teaming in AI
The Importance of Human-Led Testing
Leveraging AI for Red Teaming
Understanding Intent in Prompt Generation
Exploring Jailbreaking Techniques
Automated Red Teaming for Model Testing
Importance of Preproduction Testing
Continuous Monitoring of Models
Framework for Vulnerability Testing
Differentiating Red Teaming from Evaluation
Q&A Session Overview
Challenges in Red Teaming Various AI Modalities
Future Directions in Red Teaming