Teachers Growing More Skeptical of AI in Classrooms

Education policy organization EdChoice released new polling data this spring showing a marked shift in teacher attitudes toward artificial intelligence. The survey, conducted in partnership with Morning Consult, found that 55% of teachers now oppose using AI in the classroom, representing an 8-point drop in support since fall 2025.

The data comes from a nationally representative sample of 1,030 K-12 teachers fielded between April 1 and April 9, 2026. According to the EdChoice analysis, this represents a significant reversal from just months earlier when nearly half of teachers expressed support for AI in class.

Teachers are even more resistant to student use of AI for schoolwork. Two-thirds (65%) oppose allowing students to use AI assistance, up from 57% in the fall survey. The pattern suggests growing discomfort as educators have had more time to observe AI's practical effects on learning.

Why the shift? The numbers point to genuine concern about learning outcomes. A plurality of teachers (42%) report being extremely or very concerned about AI's impact on student learning this year. Only 21% say they aren't concerned at all. This mirrors findings from a separate Gallup poll showing Gen Z students (ages 14-29) also expressing cooling enthusiasm about AI's helpfulness.

The parallel between teacher and student anxiety is notable. Both groups worry about how AI affects skill development and learning. Teachers consistently express more concern about AI than the general public or school parents—by roughly 10-15 percentage points. Educators have a front-row seat to how these tools are actually being used, which may explain their heightened wariness.

Half of teachers (51%) are extremely or very concerned about AI's broader effects on society in the future. That's five points higher than fall 2025. The second-largest group feels somewhat concerned (34%), leaving only 11% unconcerned. This isn't just classroom management—it's existential worry about what comes next.

Yet teachers aren't calling for a total ban on AI education. The vast majority (72%) agree it's important to help students build critical thinking skills to appropriately use AI. The tension is clear: educators recognize AI will be part of the future workplace, but they're worried about how students are currently engaging with it.

This creates a practical dilemma for teachers. They need to prepare students for a world where AI is ubiquitous while preventing misuse that could undermine learning. The physical reality of this plays out in daily classroom management—monitoring assignments, verifying original work, and teaching students to evaluate AI-generated information critically.

EdChoice's fall 2025 survey showed similar concerns but with different numbers. At that time, 46% of teachers supported AI use in class while 48% opposed it—a near even split. The spring 2026 data shows that balance has tipped decisively toward opposition. Something happened over the course of the school year to change minds.

Other classroom technologies don't face the same resistance. Teachers support online learning platforms (89%), laptops (84%), and online learning games (83%). Cell phones remain controversial (74% oppose classroom use), but AI has become the more contentious technology in education.

The survey also captures broader teacher sentiment about education. Only 26% believe K-12 education is going well nationally, though 47% feel more positive about their local districts. Teacher morale remains low—just 22% would recommend teaching to a friend or family member, down from 27% a year ago.

Despite the pessimism about the profession, teachers remain hopeful about their students. Seventy percent feel a sense of purpose, and 82% report satisfaction with their students' learning. The AI concern exists alongside genuine care for student outcomes.

What does this mean for schools and policymakers? The data suggests that simply deploying AI tools without addressing teacher concerns won't work. Educators need support in developing frameworks for responsible AI use that protect learning while preparing students for the future.

Whether schools can bridge the gap between teacher concerns and the reality of AI's growing presence remains uncertain. The technology isn't going away, but neither is the skepticism from the people who work with students daily.

Artūras Malašauskas is an AI Systems Integrator with 20+ years of production-grade web engineering experience. He has designed, shipped, and scaled enterprise Python/PHP systems for logistics, SaaS, and public-sector clients. For the past year, he has focused exclusively on AI integrations: deploying open-source LLMs, building generative media pipelines (image, audio, video), and engineering multi-agent workflows for real production environments. His standard: reproducibility, security, cost-efficient inference—no vaporware. He documents and evaluates emerging AI tooling, separating verified capabilities from marketing noise. Technical editor at: muza-ai.eu, ai-verslas.lt, ai-naujinos.lt Connect on LinkedIn