EPISODE · Aug 13, 2026 · 11 MIN
Can Your District Actually Say No?
from AI in the Classroom - Daily · host Dan Cogan-Drew
In this episode we explore whether school districts should be more willing to say no to new education technology, especially generative AI.We are joined by Claude for a conversation about the research paper Refusing Educational Technology: Artificial Intelligence, Inequity, and the Problem of Critical Optimism. The paper challenges a familiar stance in education: acknowledging the risks of new technology while assuming that, with the right guardrails, schools should ultimately find a way to adopt it.Topics covered:Why “critical optimism” may still tilt schools toward technology adoptionWhen saying no to an AI or EdTech product can be a legitimate district decisionThe difference between technology that supports teacher agency and technology that asks educators to step asideHow districts can define success, failure, and acceptable outcomes before launching a pilotWhy vendor usage data shouldn’t become the default measure of whether an implementation is workingHow districts can prevent optional tools from slowly becoming prescribed implementation modelsSource:https://journals.sagepub.com/doi/abs/10.3102/0013189X261466234
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Can Your District Actually Say No?
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