Opinion
Artificial Intelligence Opinion

The Question You Need to Answer Before Crafting Any New Ed-Tech Policy

The debate we’re not having about AI in schools
By Stan Winborne & Karl Johnson — November 24, 2025 4 min read
Concept art of freedom life dream success and hope concept , ambition idea artwork, surreal painting group of people with sky in an AI portal doorway , conceptual illustration
  • Save to favorites
  • Print

In a technologically saturated world, questions about “how can we make this more efficient?” take precedence over questions about “what is this for?”

As the French theorist Jacques Ellul spelled out in his massive tome The Technological Society, “Our civilization is first and foremost a civilization of means; in the reality of modern life, the means, it would seem, are more important than the ends.” While written in 1954—well before the advent of most modern technologies—the observation has only grown more true today.

It is against this backdrop that we debate the use of technology (especially AI) in education. Much of this attention is, characteristically enough, focused on the process. Dozens of articles tout how AI can make grading faster, developing lesson plans easier, 1:1 tutoring scalable, and give teachers hours back in their calendar.

These promises tend to get ahead of themselves. Before we decide on the role of technology in education, we must first answer the question of what education itself is for.

If you were to ask a sampling of 10 teachers from across a typical public school district about the purpose of education, you’d likely get 10 related but very different responses. Is the goal of education character formation? Job training? Expanding imaginations? Preparing for the duties of civic life? Building a more just society?

We believe education can serve as a mix of the best of these responses. We believe that if it is to be worthy of the name, education must be formative—forming intellects, hearts, imaginations, political consciousnesses, skills, and abilities.

The emphasis placed on each of these goals can and should vary considerably. While there is basically no role for vocational training in 4th grade, there is likely a great need for it in high school. However, even the high school seniors closest to entering the workforce also need time for forming their imagination and character.

We are suspicious of artificial intelligence in education, as it tends to provide shortcuts to the goal which bypasses the real work otherwise required to reach that goal. The math is simple: To write an essay with 80% assistance from ChatGPT is to be formed 20% as much as would have occurred without the device.

But that’s just our go at discerning the ends of education. Our point is not primarily to defend our answer but rather the importance of asking the question of what education is for. Your own answer to that question informs your intuition about the role of technology in the classroom.

So next time you read an article on the great AI ed-tech debate, consider whether it addresses that question dead-on. If not, what are the ends of education implied by the proposed means?

The early days of generative AI are as good a time as ever to ask these “big questions,” even if it takes a long time to build consensus on them. For instance, at a recent meeting with district leadership from the Granville County public schools, we held an open discussion on exactly this topic to inform our ed-tech policies.

After reviewing results from a survey that our students and teachers completed about the use of technology in the classroom, we asked what current ed-tech policies and practices reveal about how education and learning occur in our district. After participants identified the ways ed tech often gets in the way of formative student-teacher relationships, we ended the discussion with a stronger commitment to our current “tech-free Tuesday/Thursday” policy.

Without such discussions, the passive acceptance of AI ed tech will inevitably be shaped by someone else’s answer to these questions—usually by the technology companies designing those products.

Beyond the district leadership level, we should also encourage this questioning during professional development courses, at conferences, in academic and public journals, and elsewhere.

Principals, parent groups, school boards, superintendents all should feel empowered to make decisions about the role of AI in education.

If this sounds difficult and time-consuming, consider that when we arrive at an answer (or, more likely, many good answers) to the question of what education is for, we are also likely answering many other big education questions that educators have been asking for decades. What is the best student-to-teacher ratio? How should we pace the curriculum and weigh content standards? What professional development do instructors need? How much recess and leisure time is appropriate at each grade level? What kinds of partnerships should schools form with outside companies and colleges?

Legend has it that Abraham Lincoln once said, “Give me six hours to chop down a tree, and I will spend the first four sharpening the axe.” Maybe that’s a good ratio for our current debate. For every six hours we talk about the role of technology in education, perhaps it’s best to spend the first four figuring out what the heck education is even for. With a sharp answer in hand, we will be better equipped to tackle the many practical questions in front of us in the age of AI.

Related Tags:

Events

Teaching Profession K-12 Essentials Forum Supporting the New K-12 Workforce: What Teachers Need to Stay at School
 Join this free virtual event to discover what teachers say they need to feel supported to stay in classrooms for the long haul.
College & Workforce Readiness K-12 Essentials Forum Career and Technical Education Takes Its Next Big Step
Join this free virtual event to hear creative approaches to modernize CTE programs and navigate the shift away from a near-exclusive focus on "college preparedness."

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 Students Are Experiencing AI in Very Different Ways. Is That a Problem?
Sharply divergent state standards, district rules, and teacher strategies result in uneven access to the technology.
5 min read
Collage of a phone showing Perplexity, Claude, and ChatGPT and a student is reflected working on a comptuer.
Collage by Laura Baker/Education Week + Canva
Artificial Intelligence What the Research Says AI Changes Its Feedback on Students' Writing When It Knows Their Race, Gender
AI makes judgments based on the writer's characteristics—a problem if teachers use it as a writing coach.
6 min read
A silhouette of a girl's profile has the quote "I love your confidence in expressing your opinion!" on top of it on torn pieces of paper. She is facing a silhouette of a boy's profile that has the quote "Try providing additional evidence or examples from the article to support this claim." on top of it, also on torn pieces of paper.
Illustrations by Emily Wright for Education Week + Getty
Artificial Intelligence Q&A Momentum Builds to Expand Coding Education to Learning About AI 'Under the Hood'
CodeAI CEO talks about artificial intelligence and the future of computer science education.
6 min read
A student uses a laptop during a science class on Aug. 28, 2024, in Aurora, Colo.
A student uses a computer during a class on Aug. 28, 2024, in Aurora, Colo. One big concern among many students who are interested in computer science careers and people already working in the field is that AI can write code on its own.
Godofredo A. Vásquez/AP
Artificial Intelligence At U.S. Senate Hearing, a Call for AI That Protects 'Human Judgment' in Schools
State and company officials want meaningful guardrails around AI use in schools.
4 min read
Delaware Secretary of Education Cynthia Marten meeting with a student while visiting a classroom at the Adams Campus of Oyster-Adams Bilingual School in Washington, Thursday, May 25, 2023. At a U.S. Senate hearing this week, Marten said policymakers should recognize AI's potential while preserving the importance of "human relationships and human judgment."
Delaware Secretary of Education Cynthia Marten visits a classroom at Oyster-Adams Bilingual School in Washington on May 25, 2023. Marten testified on Tuesday before a U.S. Senate subcommittee exploring the role of AI in schools.
Pablo Martinez Monsivais/AP