Excel is my database, Python is my brain.

As we look ahead and begin to redefine math education, one thing is abundantly clear: AI won’t fix bad pedagogy.

Replace confusing cell references with global constants, local variables, and reusable custom functions.

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ChatGPT can assist with complex Excel formulas, including a VLOOKUP plus IFERROR to return not listed when no match appears.

Teachers can use these questions to draw students out and get worthwhile formative assessment responses to guide instruction.