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Working notes on engineering education, program design, vehicle technology, and the practical work of building experiential programs. Written from the field, not the lectern.

aipedagogyengineering-educationkeengenerative-ai

Co-Creating with AI in Engineering Classrooms

· 9 min read

AI is in your students' workflow whether you want it there or not. The interesting question is not how to detect it, but how to teach engineering judgment when AI handles the easy parts.

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pedagogyaerospacemegn455course-designfederal-proposals

SBIR Phase I as a Course Assignment Format

· 8 min read

Most engineering students will eventually write a federal proposal. Almost none of them learn how. Here is the assignment structure I use in MEGN 455 Aerospace Systems Engineering to put students through a real federal proposal cycle in a single semester.

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