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A Practical Guide to Context Engineering: MCP, Skills, Web Search and more

The AI in Education at Duke Summit Pre-Summit Workshops
Wednesday, May 27, 2026
12:00 pm - 2:00 pm
AI in Education at Duke: Pre-Summit Workshops

A hands-on workshop exploring how the inputs you provide to an LLM-system prompts, examples, retrieved data, and conversation history-shape its outputs far more than the model itself. Participants will learn practical techniques for structuring, compressing, and curating context to get reliable results. Through live exercises, we'll iterate on real prompts and see how small context changes produce dramatically different outcomes.