The layer every AI roundup is missing: Why methodology matters more than content

Wednesday, March 18, 2026Adriana Perusin, Flip EducationView original

The AI tools that will actually shift outcomes for students are the ones built on pedagogical foundations.

Last year, a third-grade teacher in São Paulo told me she had "finally found the perfect AI tool." It generated colorful worksheets in seconds. Vocabulary lists, reading comprehension questions, even a quiz.