How to build scalable AI applications

The text discusses best practices for building scalable AI applications, focusing on infrastructure, data management, and development using Vercel's AI-native platform. It emphasizes choosing the right AI providers, architecting for multi-modality and generative UI, integrating any model into an app with the AI SDK, handling third-party, fine-tuning, or in-house models, data cleansing and management, retrieval-augmented generation (RAG) techniques, simplified implementation with Vercel, choosing the right infrastructure, optimizing AI application performance through streaming and caching, and how to create trustworthy AI applications using Vercel's platform.