應用指南

AI for Paraprofessionals and Aides

Paraprofessionals can use approved AI tools to prepare materials, organize classroom routines, or rephrase teacher-approved directions under the supervising educator’s guidance.

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  1. 概述
  2. 深入探討
  3. 戰略影響
  4. The Future of AI for Paraprofessionals and Aides
  5. 現實世界的實施
  6. 風險與防護欄
  7. 實施路線圖
  8. 不斷探索
  9. 常見問題

概述

They should not let a generated response set a student’s goals, disclose confidential information, or replace the role’s required training and human judgment.

深入探討

Paraprofessionals and classroom aides support instruction, routines, communication, and student access. Their responsibilities vary by district, school, program, and student need. AI can help draft practice materials, translate a routine message, summarize teacher-provided directions, or generate variations of a classroom activity. The supervising teacher must verify that the material matches the lesson, student plan, and classroom expectations before it is used. Do not use a chatbot to make decisions that belong to the teacher, evaluation team, or qualified professional. A generated answer should not set an individualized education goal, interpret behavior as a diagnosis, change a support plan, or decide discipline. For students served under IDEA, federal regulations say states must establish qualifications for paraprofessionals and that appropriately trained and supervised paraprofessionals may assist in providing special education and related services under state law, regulation, or written policy. That is not a universal description of every school aide’s duties; follow district policy and the assigned supervisor’s direction. Protect student information. Use only district-approved tools and avoid entering names, records, IEP details, health information, or identifiable work into an unapproved service. Check accessibility, language, reading level, and factual content. If AI suggests something that conflicts with a student’s plan or a teacher instruction, pause and ask the supervising educator. Keep materials labeled as drafts until reviewed. A useful workflow gives aides time to learn the tool, a clear escalation path, and a non-AI alternative when the system is unavailable or unsuitable.

戰略影響

配裝選擇

應用級設計決定了人工智慧是否能改善實際結果。

團隊與工作流程

良好的工作流程整合可以創造使用者值得信賴的生產力效益。

風險與安全

範圍明確的用例可以減少變更疲勞和實施風險。

The Future of AI for Paraprofessionals and Aides

Schools may provide more approved tools for creating differentiated materials and supporting accessible communication. For aides, useful training should cover data handling, source checking, accessibility, and the limits of generated recommendations. Districts should clarify which tools are authorized, what student information may be used, and who reviews outputs. A tool can reduce preparation friction, but it should not expand a paraprofessional’s authority or turn a draft into an unreviewed decision. Role clarity and the supervising teacher’s review will remain central as products change.

現實世界的實施

Ask an approved tool to turn a teacher-provided lesson into a short practice checklist.

Draft several reading passages at a requested level, then have the teacher check accuracy and accessibility.

Use a generated visual schedule only after confirming it matches the student’s established routine.

Write a neutral observation note from specific events rather than model-generated interpretations.

風險與防護欄

  • 將損壞的流程自動化可能會加劇現有問題。

  • 團隊可能會過度自動化並消除所需的人工判斷。

  • 如果不持續評估輸出,品質可能會出現偏差。

實施路線圖

  1. 繪製目前工作流程並確定摩擦最大的步驟。

  2. 在完全自動化之前定義人工檢查點。

  3. 對使用者進行提示、升級路徑和品質標準的訓練。

  4. 追蹤任務級結果以確認持續價值。

不斷探索

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常見問題

What is AI for Paraprofessionals and Aides?

Paraprofessionals can use approved AI tools to prepare materials, organize classroom routines, or rephrase teacher-approved directions under the supervising educator’s guidance. They should not let a generated response set a student’s goals, disclose confidential information, or replace the role’s required training and human judgment.

An aide uses AI to draft practice directions from a teacher’s lesson. What should happen before students receive them?

The guide keeps instructional review with the supervising educator.

What does 34 CFR 300.156 say about paraprofessionals assisting with IDEA services?

The regulation specifies appropriate training and supervision for this IDEA context.

Which information should not be entered into an unapproved chatbot?

Student record information requires approved handling and controls.

An AI tool suggests a new behavior intervention from a short note. What should the aide do?

An aide should not use a generated response to change an educational plan.

A classroom observation note needs drafting. Which practice should the aide use?

Specific, time-linked observations are easier for a teacher to assess.