How Maine’s schools need to be approaching AI | Opinion

Central Maine District Revises AI Use Policy After Student‑Teacher Conversation

In a middle‑school classroom in central Maine, a teacher and a student met in June to discuss a recent assignment that had raised questions about the appropriate use of artificial‑intelligence tools. The meeting, led by district educator Joseph Hennessey, who has served in classroom and building‑level leadership and has earned national teaching honors, highlighted the growing challenge of integrating AI into school curricula while safeguarding academic integrity and environmental stewardship.

The Incident

The student had turned to Google and Google’s AI assistant, Gemini, to generate large portions of an assignment. The teacher—who was reluctant to penalize the student without clear guidance—asked Hennessey to help determine whether the student’s work exceeded the district’s provisional AI acceptable‑use policy. Hennessey’s role was to clarify policy boundaries, advise on the extent of “assistance” permissible, and help the teacher decide how to respond.

“I was not sure how much assistance from AI would be too much at this developmental level,” the teacher recalled. “We had just updated our policy, but it hadn’t been fully communicated to students.”

Hennessey noted that the student had participated in class, worked with peers, and wanted to perform well. “The student described had used AI so frequently and inefficiently to complete a single assignment,” Hennessey said. “What they learned in that unit overall is far more important than whether the final product sounded like a generic college student.”

After the discussion, the teacher and Hennessey decided not to grade the assignment incomplete. Instead, they agreed to use the episode as a teaching moment about digital literacy and responsible AI use. “In the end, we used this meeting as an educational opportunity for the student,” Hennessey said.

Policy and Planning

The district’s AI acceptable‑use policy had been provisionally updated earlier in the school year but had not yet been disseminated to students. The conversation prompted the teacher and Hennessey to revise the district’s approach. They plan to incorporate more comprehensive digital‑literacy instruction for all middle‑school students in the upcoming academic year, with a focus on evaluating sources, understanding AI limitations, and considering environmental impact.

“Teachers are still the experts; AI is a tool,” Hennessey explained. “We have to model how to use technology responsibly, both in and out of the classroom.”

Broader Context

The conversation in the classroom mirrors a national debate about AI’s place in education. According to a 2024 report from the Berkeley Lab, AI hyperscale data centers could consume 98 % of all water used by the sector by 2028. A New Yorker article by Steven Witt notes that each new AI data center in the United States is projected to use one gigawatt of electricity annually—more than the entire annual energy use of Philadelphia. MIT researchers Noman Bashir and colleagues predict global data‑center electricity consumption could reach 800 terawatt‑hours by 2026, exceeding three times California’s annual electricity use.

While AI’s energy and water footprints are small compared to the United States’ overall environmental demands, they are significant in the context of school budgets and climate‑education curricula. “Schools already teach about natural resource conservation and climate change,” Hennessey said. “AI must be a distinct part of that discourse precisely because we do not know how large it will be.”

Student and Teacher Perspectives

The student who used Gemini expressed a desire to do exceptionally well but had not considered the environmental cost of running large AI models. “I didn’t realize how much energy it takes to generate a paragraph,” the student later told the teacher. The teacher emphasized that authentic student work—including “occasional smudges, curved lines or wrinkled edges”—is more valuable than flawless but impersonal AI‑generated text.

Next Steps

The district will finalize its updated AI policy and schedule a professional‑development workshop for teachers next fall. Hennessey will lead a session on crafting AI prompts that produce durable, reusable learning artifacts, aligning with federal and state AI frameworks that emphasize relevance, longevity, and applicability beyond the classroom.

“As educators, we must model more effectively as the technology and its potential emerges,” Hennessey said. “Let’s use AI more conscientiously to preserve cognition and the environment at the same time.”

The central Maine district’s proactive stance reflects a growing consensus among educators that AI, when integrated thoughtfully, can enhance learning while demanding new standards of digital literacy and environmental responsibility.