Artificial Intelligence

What’s Holding Educators Back From Adopting AI?

By Arianna Prothero — February 27, 2026 4 min read
Artificial Intelligence, Technology, Robot, Futuristic, Data Science, Data Analytics, A.I.
  • Save to favorites
  • Print

Generative AI tools have been broadly available to teachers since the public release of ChatGPT in November 2022.

Three-plus years in, where does this technology’s adoption stand among educators, and what are the barriers?

Among the challenges standing in educators’ way are a lack of professional development and teachers’ own hesitancy regarding the technology, say experts who discussed this issue during Education Week’s most recent A Seat at the Table webinar series.

AI has turned out to be a powerful tool for teachers and schools, and the applications available for them to leverage are only becoming more advanced.

Teachers are using AI to accomplish time-consuming tasks such as creating exams, presentation slides, and rubrics for grading in seconds. AI can help provide feedback on student assignments; write individualized education programs for students in special education; and provide translation services.

Educators are designing custom chatbots to give advice to new teachers and to coach students through job interviews. One district leader even used AI to to create a course to introduce students to AI.

Teachers are also using AI as a personal assistant and thought partner, having ongoing conversations with chatbots about what to include in their next newsletter home to students, and how to craft lesson plans.

Enrique Noguera, an assistant dean and the lead AI strategist at Passaic County Community College in New Jersey, said he’s discovered productive uses for ChatGPT during unlikely moments — such as when he’s at home washing dishes.

“I put my headphone in and I’m talking to ChatGPT, building content and talking to it about a specific [lesson] design problem,” he said in EdWeek’s webinar. “It wasn’t like, ‘GPT, build this content for me.’ I wasn’t offloading the work to GPT. But we were building, if you will, collaboratively.”

However, many educators remain hesitant about the role of artificial intelligence in schools.

In an EdWeek Research Center survey from last summer, educators were split on whether AI will be good or bad for teaching and learning in the next five years. Forty-seven percent said AI will have a negative impact, and 43% said it will be positive.

Teachers aren’t getting the PD they need to fully leverage AI

One roadblock to educators adopting AI is a lack of support, whether that’s from clear policies laying out appropriate AI use for staff and students or professional development that shows educators how to use available tools.

Only 13 percent said in an October EdWeek Research Center survey that their district had an AI policy that had been made clear to both students and teachers. Forty-four percent of teachers, principals, and district leaders indicated they hadn’t received any professional development on how to use AI in their work.

Twenty-nine percent said they had one-time PD, 19 percent said they had training more than once, and 8 percent said they had received ongoing training.

See Also

Illustration of hacker peeking out of computer.
DigitalVision Vectors
Data Privacy & Cybersecurity Why AI Is a Big Problem for School Cybersecurity
Arianna Prothero, February 17, 2026
9 min read

Teachers simply aren’t getting enough professional development, said Melissa Weatherwax, a learning coach and former K-12 teacher.

“We’re in this really tricky situation where we’re using it a little bit, but we don’t have the depth of understanding of what [AI] could potentially do and how it really could transform teaching and learning,” she said in EdWeek’s webinar.

After all, if educators are inexperienced with AI, they won’t have the expertise required to place guardrails around—and educate students on—AI use in their classes.

Even teachers who regularly use AI in their work can be at a disadvantage when it comes to teaching AI literacy or modeling productive AI use among their students, said Weatherwax.

Teachers are often using AI tools designed specifically for K-12 education and aren’t necessarily using ChatGPT in their classrooms.

“Yet, we assign something for students, send them on their way, and it’s the Wild West. They can use anything that they choose once they’ve left our rooms,” she said. “How do we go about having a conversation, teaching students these skills, when we don’t have access to OpenAI to show them or to have them experience it while they’re in our classrooms?“

The natural response for teachers, then, is to police students’ AI activity by using detection tools, which misses the opportunity to teach students how to interact with the technology responsibly, Weatherwax said.

Even skeptics must learn how to use AI

While many educators are not convinced that AI will be a net positive for teaching and learning, the field is in broad agreement that the technology will alter how teachers do their jobs.

Nine out of 10 educators said they expect AI to change the work of teaching to some extent, in a December 2024 survey by the EdWeek Research Center, with 42% indicating they expect AI to change teaching “a lot” in the next five years.

See Also

Education Week opinion letters submissions
Gwen Keraval for Education Week

AI is a double-edged sword. The capabilities that make it so useful can also make it easy to overuse, the panelists said.

For example, it can be all too simple to offload challenging cognitive tasks onto the technology—for both students and teachers, said Noguera.

He sees this drawback even when it comes to one of his favorite AI-powered tools, Google’s NotebookLM.

“You can put a 1,200-page textbook in [the platform] and ask it to whittle it down into a paragraph,” Noguera said. “It did all the heavy lifting, basically preventing you from having to even engage directly with reading the content—which is highly problematic.”

Even so, AI skeptics still need to know how to navigate the technology, Noguera said. Using AI responsibly requires knowing how to use it in the first place.

“It is naturally designed to compress, to do the heavy lifting,” he said. “You can’t really begin to even articulate that as a need unless you actually begin to engage with the tools, and that’s just the reality of it.”

Events

Early Childhood K-12 Essentials Forum Early Childhood Education: Building Essential Skills for Success
Join this free virtual event to examine the biggest challenges in supporting young children, from preschool through elementary school. 
This content is provided by our sponsor. It is not written by and does not necessarily reflect the views of Education Week's editorial staff.
Sponsor
Student Absenteeism Webinar
Attendance Isn't an Attendance Problem
Boost attendance by strengthening relationships, belonging, and support with practical strategies from Doug Fisher & Nancy Frey.
Content provided by Corwin
This content is provided by our sponsor. It is not written by and does not necessarily reflect the views of Education Week's editorial staff.
Sponsor
Classroom Technology Webinar
Screen Time and AI: An Evidence Playbook for School Leaders
Get a clearer picture of the current policy landscape, a framework for evaluating new tools, plus language to use in the next board meeting.
Content provided by Instructure

EdWeek Top School Jobs

Teacher Jobs
Search over ten thousand teaching jobs nationwide — elementary, middle, high school and more.
View Jobs
Principal Jobs
Find hundreds of jobs for principals, assistant principals, and other school leadership roles.
View Jobs
Administrator Jobs
Over a thousand district-level jobs: superintendents, directors, more.
View Jobs
Support Staff Jobs
Search thousands of jobs, from paraprofessionals to counselors and more.
View Jobs

Read Next

Artificial Intelligence Microsoft Commits to AI Guardrails for Schools. Will Other Tech Giants Follow?
The tech company struck a deal with the AFT to adopt new AI guardrails and privacy standards.
6 min read
Microsoft signage at an office building in Lehi, Utah, United States, on Aug. 26, 2026.
Microsoft signage at an office building in Lehi, Utah, on Aug. 26, 2026. The tech company has agreed to adopt guardrails and privacy standards for use of its AI tools in schools.
Charles-McClintock Wilson/Sipa via AP
Artificial Intelligence New Project Identifies Strengths and Weaknesses of a Collection of AI Learning Tools
The effort finds some bright spots, but also warns that other products could hurt student achievement.
7 min read
Business and entrepreneurship students Charlotte Smith, 15, left, Leslie Hernandes, 14, center, and Leah Vazquez, 15, all of Port Richey , collaborate with their teacher Jamie Hickey while using BaxterBot—an AI model designed for teachers and students—to organize business plans for a project on Friday, Jan. 24, 2025 , at Dayspring Academy Early College in Port Richey .
Business and entrepreneurship students Charlotte Smith, 15, left, Leslie Hernandes, 14, center, and Leah Vazquez, 15, all of Port Richey, Fla., collaborate with their teacher Jamie Hickey while using an AI model designed for teachers and students to organize business plans for a project on Jan. 24, 2025 at Dayspring Academy in New Port Richey. Little research has been done on which AI tools have instructional utility in classrooms; a new portal aims to shine a light on their varied promises and pitfalls.
Douglas R. Clifford/Tampa Bay Times via TNS
Artificial Intelligence Microsoft Agrees to New Student Privacy Protections for AI. How Ironclad Are They?
Microsoft is the latest tech firm to agree to a national teachers' union's rules for data contracts.
6 min read
Image of a computer with caution tape on a table in front of a classroom.
Collage by Laura Baker/Education Week and Getty
Artificial Intelligence Using AI-Generated Text in Reading Class? Watch for These Pitfalls
Not all AI tools are equally skilled at crafting texts for teaching, studies have shown.
4 min read
Teacher Adam Gravenor hands out lesson sheets he created with the help of AI technology to accompany the class textbook at Coronado High School in Colorado Springs, Colo., on Nov. 17, 2025.
Teacher Adam Gravenor hands out lesson sheets he created with the help of AI technology to accompany the class textbook at Coronado High School in Colorado Springs, Colo., on Nov. 17, 2025. More teachers are using AI to generate decodable texts and other tailored reading, and not much research points to best practices.
RJ Sangosti/MediaNews Group/The Denver Post via Getty Images