AI vs ME

AI impact · verified capabilities

How AI is changing the work of Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education

Our reviewed registry links 3 verified AI capabilities to tasks that are part of this occupation. This shows where AI tools can already assist with specific tasks. It is not a forecast that the occupation will disappear, and it does not measure how widely any tool is used.

Last reviewed: 2026-09-27 · O*NET 25-9042.00 · Mapping confidence: high

Task areas where verified capabilities connect

  • Teaching and instruction
  • Training and learning
  • Public policy and administration
  • Assessment and review
  • Inspection and safety
  • Field and technical work

Verified capabilities (up to 5)

  • EmergingEvidence: Moderate

    Personalized learning suggestions

    What AI can assist with: Recommends learning and development steps based on role and skills.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Workday
  • NowEvidence: Strong

    Conversational AI tutoring and guided practice

    What AI can assist with: AI tutors guide learners with questions, explanations, hints, and practice rather than only returning final answers.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: National Bureau of Economic Research
  • NowEvidence: Limited

    AI-assisted lesson-plan and quiz generation

    What AI can assist with: Generative AI drafts learning objectives, lesson plans, quiz questions, rubrics, reading-level adaptations, and other classroom resources for educator review.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Google
  • NowEvidence: Limited

    AI-assisted differentiation of instructional materials

    What AI can assist with: Google documents Gemini in Classroom features including lesson-plan outlines, quizzes, rubrics, text re-leveling, vocabulary generation, and misconception support.

    Practical meaning: a defined part of this workflow can be automated; judgement and exceptions remain human work.

    Human responsibility: you set the rules, handle exceptions and approve results.

    Source: Google
  • NowEvidence: Limited

    AI repurposing of source content into multiple formats

    What AI can assist with: Microsoft documents educator tools for lesson plans, quizzes, rubrics, flashcards, standards alignment, differentiated instructions, and reading-level changes.

    Practical meaning: a defined part of this workflow can be automated; judgement and exceptions remain human work.

    Human responsibility: you set the rules, handle exceptions and approve results.

    Source: Microsoft

More source-verified AI capabilities

Additional reviewed research for this occupation. These do not replace the core capability list or prove real-world adoption.

  • AI-assisted student-work feedback and rubric support

    MagicSchool documents teacher tools for worksheets, presentations, quizzes, rubrics, lesson plans, academic content, writing feedback, and teacher-guided student AI activities.

    Evidence: Limited

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Verified source

What remains human responsibility

Evidence shows a capability exists; it does not prove adoption in every workplace or full-task replacement.

Evidence limits

Each capability is verified from the cited source only. A source shows that a capability exists; it does not establish adoption, deployment depth or outcomes in any particular workplace.

Sources

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