Introducing Artificial Intelligence in the first year of engineering studies offers students a foundational understanding of its principles and applications. This early exposure fosters relevance, interdisciplinary skills, and prepares them for future technological demands. It cultivates critical thinking and creativity, equipping them with essential tools to tackle complex problems in diverse fields. But, what about their personal skill and learning process?
I think it's a great idea for engineering students to be exposed to Artificial Intelligence (AI) from their first year.
Foundational knowledge: AI is rapidly transforming engineering fields. Early exposure gives students a head start in understanding core AI concepts like machine learning and natural language processing. This foundational knowledge will be valuable throughout their engineering careers
Problem-solving skills: AI applications often involve complex problem-solving. Even introductory courses can introduce students to how AI can be used to tackle engineering challenges, like optimizing designs or analyzing data.
Hands-on experience: There are many beginner-friendly AI tools and libraries available. First-year students can get hands-on experience using these tools, building their confidence and practical skills.
IYH Dear Christopher Nikulin
IMHO and from personal experience, it is extremely valuable to explain concepts and identify and self-correct learning lacunae. The fact that the LLM AI are terribly bad at actual math is a great plus, students still have to work through the math for the most part - BUT - can get individualized explanations suitable to their learning styles and background. This IMHO a one of the greatest advance in pedagogy since frontal education began: A dedicated teacher can maybe keep track of max. 25-30 1st year students learning styles and understanding and only w great sustained effort and extra work (I know from experience teaching computer science 20 years ago to 1st year students for a couple of years). The AI can do this effortlessly scaled to 100s of students w/o tiring, w variations. It's incredibly gratifying to see such an advance.
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