Embedding Responsible AI into Your GenAI Applications
In the previous chapters, we explored various integration patterns and operational considerations for leveraging Generative AI (GenAI) models like Google Gemini on Vertex AI. As we implement these powerful technologies, it’s crucial to address the ethical implications and responsibilities that come with building and deploying AI models that will be added to your applications. This chapter will focus on best practices for responsible AI, ensuring that our GenAI applications are fair, interpretable, private, and safe.
In this chapter, we’ll cover:
- Introduction to responsible AI
- Fairness in GenAI applications
- Interpretability and explainability
- Privacy and data protection
- Safety and security in GenAI systems
- Google’s approach to responsible AI
- Anthropic’s approach to responsible AI
