12min chapter

Gradient Dissent: Conversations on AI cover image

Transforming Data into Business Solutions with Salesforce AI CEO, Clara Shih

Gradient Dissent: Conversations on AI

CHAPTER

Enhancing Data Cloud Connectivity and Model Optimization with AI Solutions

The chapter explores the process of connecting data sources to a data cloud, optimizing models with AI solutions for customer prompts and recommendations. It emphasizes setting up ground truth evaluation sets, measuring outcomes through specific metrics, and utilizing objective functions and feedback for evaluating AI-driven solutions in real-world business scenarios. Discussions also include prompt customization, the evolving role of AI in generating prompts, and the efficiency of mixing expert models while continuously evaluating state-of-the-art models.

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