AI Thrives where Instruction Falters

Old-fashioned instruction based on the recitation of facts is driving learners to AI tools like ChatGPT.[1]  When learning is reduced to scores and “answers,” students naturally seek the most efficient paths to get them  This has become especially common in courses relying on grade coercion and threats of failure to drive motivation.  Such effects of teacher-centered instruction are particularly harmful to the growing numbers of students working while in school or juggling other responsibilities.

The equity side of this is hardly is incidental at a time when AI competence has become widely recognized as a vital job skill and an key component of civic literacy. Institutions that fear and discourage AI are contributing to growing knowledge gap between those with the intellectual tools to critically assess truth claims and others more likely to accept directives from authoritarian figures.

Not helping matters are latent attitudes that cast suspicion on today’s increasingly diverse population of college students. Amid a rising moral panic within the U.S. academia, recent surveys show an alarming 78 percent of U.S. faculty believing that cheating is on the rise and that AI is to blame. According to Beth McMurtie in the Chronicle of Higher Ed, “Virtually all of those surveyed — 95 percent — fear that students will become over-reliant on these tools. And 83 percent think it will decrease students’ attention spans.” [2]  Early in the 2020s a torrent of news reports warned of an “epidemic” of dishonesty in online learning, with some surveys showing over 90 percent educators believing cheating occurred more in distance education than in-person instruction.[3] New technologies often have stoked such fears, in this instance building on the distrust many faculty hold toward students, some of it racially inflected. [4] Closer examination of the issue has revealed that much of the worry came from faculty with little direct knowledge of the digital classroom.

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American Anti-Intellectualism Fuels the New War on College

American higher education finds itself under siege, facing unprecedented political attacks that threaten its fundamental mission and autonomy. What makes these assaults particularly devastating is not just their intensity, but the fertile ground of public sentiment that has enabled them to take root and flourish. The convergence of deep-seated anti-intellectual currents with a dramatic erosion of trust in universities has created the perfect conditions for opportunistic politicians to weaponize higher education as a cultural and political battleground.

Once seen as sites of personal and social betterment, universities and colleges nationwide now struggle with a profound crisis of confidence. This shift in perception is hardly anecdotal. Recent surveys reveal that but 36 percent in the U.S. feel positively about higher education, reflecting serious concerns over the institution’s efficacy and fairness.[i] Moreover, a growing partisan divide complicates the erosion of trust. While 59 percent of Democrats express confidence in higher education, a staggering 81 percent of Republican voters now view the institution unfavorably. This chasm speaks volumes about the politicization of education in America, with college increasingly seen as a battleground for antagonistic ideologies.[ii]

A pragmatic shift in educational preferences complements this rift. Mirroring student attitudes is the reality that most Americans now regard trade schools and vocational training as equivalent or superior to four-year institutions in delivering practical education. This pivot reflects changing educational values and an indictment of the entire enterprise of higher education. The growing appeal of alternative educational paths suggests a fundamental reevaluation of what constitutes valuable knowledge and skills in today’s rapidly changing job market. The roots of this mistrust are multifaceted, extending beyond mere economic calculations to encompass broader socio-political undercurrents. Often associated with privilege and intellectual elitism, higher education increasingly is viewed through a lens of class-based suspicion.

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Resistance Is Not Futile

The interpretation of student resistance has undergone dramatic transformation over the past century, reflecting broader shifts in how we understand human behavior, learning, and institutional power. This evolution reveals as much about our own assumptions and blind spots as it does about student behavior itself. Historically, educational institutions approached resistance through a distinctly moralistic lens. Students who failed to comply were seen as suffering from character defects and thereby lacking discipline, respect, or proper upbringing. This perspective, rooted in patriarchal authority structures and commodified approaches to knowledge, positioned educators as moral arbiters whose job was to correct wayward youth through punishment, shame, and rigid behavioral expectations.[i] Resistance was seen as willful disobedience requiring forceful correction rather than thoughtful analysis.

The rise of behaviorism in the mid-20th century brought a different but equally reductive approach. Resistance became reframed as a technical problem representing a failure of stimulus-response systems that could be solved through better classroom management techniques. B.F. Skinner’s operant conditioning principles dominated educational psychology, suggesting that resistant behaviors could be eliminated through appropriate schedules of reinforcement and punishment.[ii] This scientific veneer made the approach seem more sophisticated, but it still treated resistant learners as broken mechanisms needing repair rather than human beings with complex inner lives and legitimate concerns about their educational experiences.

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