Today we’re joined by Atul Deo, General Manager of Amazon Bedrock. In our conversation with Atul, we discuss the process of training large language models in the enterprise, including the pain points of creating and training machine learning models, and the power of pre-trained models. We explore different approaches to how companies can leverage large language models, dealing with the hallucination, and the transformative process of retrieval augmented generation (RAG). Finally, Atul gives us an inside look at Bedrock, a fully managed service that simplifies the deployment of generative AI-based apps at scale.The complete show notes for this episode can be found at twimlai.com/go/640.

Atul Deo, General Manager for Amazon Bedrock, discusses the future of generative AI at Amazon, including the development of AI-powered capabilities and generative AI applications. He explores the challenges of large language models, the integration of AI in customer care, and the emergence of Amazon Code Whisperer. Atul also talks about the importance of closing the accuracy gap in AI models and the power of Shopify for businesses worldwide.