Context engineering vs prompt engineering for AI product managers

Discover why context engineering vs prompt engineering is the key to reliable AI. If your model makes things up, tweaking words is not enough. Good prompts ask the right questions, but good context provides the right facts. Think of the AI as a chef where the prompt is the order and context is the prepped ingredients. This lesson explains how to design systems that feed the right background info to your models. You will learn about context window limits and why piling too much data causes the AI to forget instructions. We also explore how retrieval augmented generation fetches relevant data, like checking past orders for a support bot. In this lesson: - Map the data ingredients your AI needs before answering - Prune useless data to respect context window token limits - Understand the difference between asking questions and providing facts - Build data pipelines using retrieval augmented generation U2xAI Academy - AI skills for product managers.