Optimizing AI Products: Achieving Accuracy and Cost Savings with LLM Integration

This article offers a practical guide to designing AI-powered products by strategically integrating logic and Generative AI. It highlights how to reduce costs and enhance accuracy by focusing on responsibility separation, converting AI's role from generation to validation, and improving input data density. This hybrid approach represents a smart move in product development.

• •Separating responsibilities between logic and Generative AI can reduce costs and improve accuracy.
• •Changing the AI's role from generation to validation is a key optimization strategy.
• •Improving the quality of input data is crucial for better Large Language Model (LLM) performance.