Guidance for Teachers · AI Implementation Toolkit

Guidelines describe what staff should do to ensure AI use is effective, intentional, and aligned to professional purpose. Staff are expected to be transparent about how AI contributes to their work and accountable for its accuracy, with fidelity to the priorities and policies that guide effective teaching and effective school leadership.

⚠Review federal, state, & local statutes to ensure compliance as you build your boundaries & guidelines for use.

Fidelity to Professional Purpose

AI tools must be used with fidelity to stated priorities for teaching, learning, and school improvement. AI-generated content used in classrooms, communications, or administrative decisions must align with board-adopted policies and institutional goals, not simply what is convenient.

Transparency & Documentation

Staff are expected to transparently document their use of AI tools, including the platforms used and the prompts submitted. When AI contributes to materials, communications, or decisions, that contribution should be acknowledged and traceable. Transparency is foundational to professional trust and accountability.

Explainability & Accountability

Staff must be able to explain, in their own words, the content, rationale, and implications of any AI-generated output they use or distribute. If a staff member cannot explain or justify the content, it should not be used. Accountability for AI output rests with the professional who used it.

Verification & Human Oversight

All AI-generated content must be reviewed, verified, and edited by a qualified professional before use. AI errors and inaccuracies are common; human oversight is not optional. No AI output should reach students, families, or the public without meaningful human review.

Professional Judgment & Decision-Making

AI may inform professional practice but must not replace professional judgment. Consequential decisions (including instructional planning, student support, evaluation, and resource allocation) require the contextual knowledge and relational accountability that only human professionals can provide.

Stewardship of Community Resources

Staff are responsible for ensuring AI tools are used in ways that are fiscally sound, aligned to board priorities, and reflective of long-term institutional goals. Stewardship extends to time, data, and community trust, not only budget.

Bias Awareness & Critical Evaluation

Staff must recognize that AI can reflect, and even amplify, biases present in its training data. All AI output must be critically evaluated for accuracy, fairness, and appropriateness before use, particularly when used with or about students.

AI Literacy as a Professional Competency

Effective and ethical AI use is a professional responsibility. Staff are expected to develop knowledge both about AI (how it works and its limitations) and with AI (using it intentionally to amplify, rather than replace, professional practice). Ongoing learning about AI is part of each staff member’s professional growth.

Modeling Integrity for Students

Staff set the standard for integrity by how they use AI themselves. The expectations staff hold for students must be reflected in the expectations staff hold for themselves: that work produced honestly represents their professional knowledge, judgment, and effort.

Examples of Guidelines for Effective AI Use: Staff · Part 1 of 2 — © Tony Frontier, PhD & the AI Center for Effective Teaching & Learning, 2026.

Boundaries define what staff must not do to ensure AI use is safe, legally compliant, and aligned to professional obligations. Staff are accountable for ensuring that AI tools are never used in ways that compromise privacy, integrity, stewardship, or trust.

⚠Review federal, state, & local statutes to ensure compliance as you build your boundaries & guidelines for use.

Professional Responsibilities

No Delegation of Consequential Decisions

High-stakes decisions (including hiring, staff evaluation, disciplinary action, student intervention plans, IEP development, and safety determinations) may not be delegated to AI. AI may support analysis or draft materials, but final decisions must reflect direct human observation, professional judgment, and legal accountability.

Transparency & Disclosure Requirements

AI-generated content must be disclosed when used in official communications, reports, evaluations, or documents distributed to students, families, or the public. Presenting AI-generated work as entirely one’s own, without disclosure or substantial review, violates standards of professional integrity.

No Distribution of Unreviewed AI Content

Staff must not distribute AI-generated materials to students or families that have not been thoroughly reviewed for accuracy, age-appropriateness, bias, and alignment to learning goals. Sharing unvetted AI output (particularly assessments, rubrics, or feedback) without meaningful human oversight is a violation of professional responsibility.

No Unauthorized AI Procurement or Adoption

AI tools must not be adopted, subscribed to, or paid for using school funds without a formal vendor privacy review, board awareness, and verification of alignment to board-adopted priorities. Unauthorized procurement, regardless of intent, undermines stewardship obligations and may create unvetted data risks.

Equity & Access Obligations

AI must not be used in ways that widen equity gaps or create disparate outcomes based on race, language, disability, or socioeconomic status. Staff bear particular responsibility to ensure AI tools do not create inequities in instructional practice, assessment, or resource access. Equitable AI use is a professional and ethical obligation.

Legal Requirements

Legal Compliance: FERPA, COPPA & Terms of Service

AI tool use must comply with all applicable law, including FERPA, COPPA (for students under 13), and state-level student privacy statutes. Staff must verify that any AI platform used with or about students meets legal privacy standards. Age-non-compliant tool use is prohibited. Consult state statutes and local policies to ensure compliance.

Student & Staff Data Privacy (FERPA / HIPAA)

Staff must never enter personally identifiable student or employee information into AI tools that lack adequate privacy safeguards. This includes names, ID numbers, grades, disability classifications, disciplinary records, or any data covered by FERPA, HIPAA, or district policy. Violation of data privacy is among the most serious misuses of AI in a school setting.

Confidentiality of Institutional & Personnel Information

Confidential personnel records, HR communications, legal correspondence, board documents, and sensitive institutional data must not be uploaded to AI tools without explicit authorization and verified privacy protections. Professional confidentiality obligations do not pause when using AI tools.

Approved & Authorized Tools Only

Staff may only use AI tools that have been reviewed and sanctioned by the district for the intended purpose. Consumer-grade AI tools used for institutional tasks, especially those involving student or employee data, are prohibited unless formally vetted. All tool use must comply with board policy, applicable law, and the platform’s Terms of Service.

AI-generated content does not carry automatic copyright protections and may draw on protected source material. Staff should understand that AI output used in official materials, published resources, or externally distributed documents may carry unresolved intellectual property implications and must be reviewed accordingly.

Examples of Boundaries for Effective AI Use: Staff · Part 2 of 2 — © Tony Frontier, PhD & the AI Center for Effective Teaching & Learning, 2026.

Questions about how to establish guidance like this in your school or district? Contact tony@firsteducation-us.net

Fidelity

I ensure any instructional materials and resources align the stated priorities for teaching with students' opportunity to learn.

Transparency

I document my AI use, including tools and prompts. I ensure the accuracy and appropriateness of any AI resources or output.

Explainability

I can explain any AI-generated content and can justify my rationale for how resources or output are accurate and effective.

Effective

Aligned & Intentional

“When AI tools are used, they are used in ways that support effective teaching & learning.”

Guidelines & Boundaries

Any AI output used in the classroom has fidelity to stated priorities for teaching & learning.

The teacher can clearly explain the content, concepts, and rationale of any AI-generated output that is used in the classroom.

Prompts, sources, and resources are documented. Any AI-generated content is reviewed, edited, and revised for accuracy, clarity, and appropriateness.

Examples

Differentiating reading materials to better match student learning needs.

Developing assessment items with targeted prompts that include standards and unit overview documents, then selecting and refining aligned items.

Synthesizing formative writing responses to identify misconceptions and guide instruction.

Ineffective

Lacks Fidelity

“AI tools are used in ways that lack fidelity to priorities for teaching and learning.”

Does Not Adhere to Guidelines

AI output is used but is only loosely aligned to standards or student needs.(lacks fidelity)

Review of AI-generated content shared with students is cursory or incomplete.(lacks transparency)

Teacher cannot explain specific vocabulary, concepts, or feedback in AI output used in the classroom.(lacks explainability)

Examples

Generating lesson ideas, rubrics, or assessments with minimal connection to course standards.

Making only surface-level edits to AI output before sharing, leaving minor errors in place.

AI output is used that requires students to have knowledge of academic vocabulary or utilize skills that are disconnected from what was taught in class.

Inappropriate

Violates Boundaries

“AI is used in ways that jeopardize student privacy or violate acceptable use.”

Warning Signs

Student privacy is not protected or other boundaries are violated.

AI-generated output is shared with students that wasn't adequately reviewed, edited, or revised to ensure appropriateness for classroom use.

Tasks are automated without the teacher ensuring accuracy, reliability, or appropriateness of the process or product (no human in the loop).

Examples

Uploading private or confidential student information to an AI tool that lacks adequate privacy safeguards.

AI-generated materials are used without vetting to ensure content is appropriate for grade-level use.

Teacher batch-uploads student assignments and AI-generated feedback is sent to each student, but the teacher hasn't ensured the feedback is accurate and reliable.

Questions for Teacher Reflection

How does this have fidelity to priorities for learning? Have I reviewed and edited for accuracy, clarity, and appropriateness? Have I documented my AI use transparently? Can I explain the content, concepts, and rationale of any AI-generated output?

Effective, Ineffective & Inappropriate Teacher Use — © Tony Frontier, PhD & the AI Center for Effective Teaching & Learning, 2026.

Questions about how to establish guidance like this in your school or district? Contact tony@firsteducation-us.net

Core CommitmentFidelity

“I ensure any instructional materials and resources align the stated priorities for teaching with students' opportunity to learn.”

Examples of Questions to Plan & Reflect

›If AI tools were used, how did I prompt them using specific framing documents and precise language to ensure output is aligned to local context, curricular priorities, and students' needs?

›I know that any initial AI output should be considered a draft. How did I review, edit, and revise initial output to ensure:

Alignment to curricular priorities?Appropriateness for my students?Accuracy of content?Alignment to my students' learning needs?

›Have I used AI and edited output in a manner that has fidelity to priorities for student learning and represents my voice, beliefs, values, decisions, and professional expertise?

Core CommitmentTransparency

“I document my AI use, including tools and prompts. I ensure the accuracy and appropriateness of any AI resources or output.”

Examples of Questions to Plan & Reflect

›Have I documented my AI use, including tools and prompts?

›Have I reviewed and edited AI output for accuracy, clarity, and appropriateness?

›What specific resources — including individuals, books, and technology — were used to plan curriculum, instruction, and assessments in this unit?

Core CommitmentExplainability

“I can explain any AI-generated content and can justify my rationale for how resources or output are accurate and effective.”

Examples of Questions to Plan & Reflect

›Can I explain the vocabulary, content, concepts, and rationale of the AI-generated output I intend to use in the classroom?

›How did I ensure the intentional design of this unit/assignment/assessment to scaffold students from more basic, to more complex, evidence of understanding?

›How does this task/assessment provide me with important evidence of students' knowledge and understanding as related to prioritized standards?

›Can I justify the appropriateness of the design, phrasing, expectations for rigor, and use of all academic vocabulary in any AI-generated output?

Ineffective uses of AI lack fidelity to priorities for learning or learners’ needs

Inappropriate uses of AI violate boundaries for privacy or safety

Core Commitments for Teachers — © Tony Frontier, PhD & the AI Center for Effective Teaching & Learning, 2026.

Questions about how to establish guidance like this in your school or district? Contact tony@firsteducation-us.net

Elements of an Effective Prompt

Effective Prompting

Provide Context

Share grade level, standards, and relevant background so AI understands the full situation.

Explicit Instructions & Examples

Describe exactly what you want and include a model or sample when possible.

Be Specific

Name the exact standard, skill, format, length, and audience. Vague prompts yield vague results.

Process & Product Constraints

Define how the output should be structured, what to include or exclude, and how it will be used.

Instructional Resources Generating instructional materials aligned to standardsGenerating instructional materials aligned to standards

Rubric Creation

Create a rubric to assess 3rd grade informational writing aligned to ELA Standard W.3.2. Include four levels of performance with student-friendly language. Focus on criteria for introducing a topic, grouping related information, developing facts and details, and providing a concluding statement. Include one sample response at level 3. I've uploaded an example of an exemplar rubric.

Quiz Generation

Generate 8 multiple-choice questions for 3rd grade math on understanding fractions as numbers, aligned to Math Standard 3.NF.A.1. Include visual fraction models in at least 4 questions. Use contexts familiar to 8-year-olds (pizza, cookies, crayons). Provide 4 answer choices per question with common misconceptions as distractors. Items should be at SOLO 2 or 3.

Performance Task

Design a 3rd grade science performance task aligned to Science Standard SCI.PS2.A.3 on forces and motion. Create a hands-on investigation where students explore how different strengths of force affect the motion of objects. Include a prediction sheet, data recording table, and reflection questions. The task should take 2–3 class periods and include a simple rubric for Planning and Carrying Out Investigations. I've uploaded an example of an exemplar rubric.

Differentiated Materials

Rewrite a text about the life cycle of butterflies for three reading levels: struggling readers (Lexile ~400, with picture support and sentence starters), on-grade 3rd graders (Lexile ~550), and advanced readers (Lexile ~700, with cause-effect questions). Align all versions to ELA Standard RI.3.3. Include 2 comprehension questions per level.

Fidelity Coaching Reviewing & refining assessments, rubrics, and unit plansReviewing & refining assessments, rubrics, and unit plans

Assessment Review

Review the attached exit ticket for 3rd grade reading meant to assess Standard RL.3.2 on recounting stories and determining the central message. Provide feedback on alignment to the standard and whether questions require students to use evidence from the text. Suggest improvements if items are too simple or not clearly aligned.

Rubric Review

Critique a rubric for 3rd grade opinion writing aligned to Standard W.3.1. It includes criteria for stating an opinion, providing reasons, using linking words, and writing a conclusion. Critique the rubric's alignment and language for 8-year-olds. Suggest revisions to make it clearer. Then create one exemplar and one developing response. I've uploaded an example of an exemplar rubric.

Unit Plan Review

Review a one-week math unit for 3rd grade on multiplication within 100, aligned to Standard 3.OA.C.7 on fluency strategies. Review the attached unit pacing guide for appropriate sequencing and rigor. Highlight any gaps in strategy instruction (arrays, skip counting, equal groups). Suggest ways to include more visual models and real-world word problems.

Empathy Coaching Anticipating misconceptions and analyzing formative dataAnticipating misconceptions and analyzing formative data

Empathy Coach

I'm teaching 3rd graders about place value to 1,000, aligned to Math Standard 3.NBT.A.1. What misconceptions should I anticipate? Provide examples of how students typically confuse rounding up vs. down or struggle with numbers ending in 5. Suggest a diagnostic question and a hands-on activity using base-ten blocks to address misconceptions.

Empathy Coach

I created a reading comprehension task for 3rd grade aligned to Standard RI.3.8 on logical connections between paragraphs. The task asks students to explain how paragraphs connect and support the main idea. Provide suggestions to reduce cognitive load. Recommend scaffolds like graphic organizers and sentence frames, plus appropriate pacing for 8-year-olds.

Formative Data Analysis

I gave this constructed response task on forces and motion to my 3rd graders, aligned to Science Standard SCI.PS2.A.3. I collected 22 student responses. Summarize the most common accurate understandings about push/pull forces, the most frequent misunderstandings, and patterns in student vocabulary use. Recommend one targeted reteach mini-lesson and two quick formative check questions.

Instructional Resources Generating instructional materials aligned to standardsGenerating instructional materials aligned to standards

Rubric Creation

Create a rubric to assess 7th grade argumentative writing aligned to ELA Standard W.7.1. Include four levels of performance using student-friendly language. Focus on criteria for introducing claims, supporting with logical reasoning and evidence, using transition words, and providing a concluding statement. Include one sample response at level 3. I've uploaded an example of an exemplar rubric.

Quiz Generation

Generate 10 multiple-choice questions for 7th grade math on proportional relationships, aligned to Math Standard 7.RP.A.2. Include real-world scenarios such as recipes, maps, and unit pricing. Provide 4 answer choices per question with common misconceptions as distractors. Label each question with the specific sub-standard it addresses. Items should be at SOLO 2 or 3.

Performance Task

Design a 7th grade science performance task aligned to Science Standard MS-LS2-3 on ecosystem interactions. Create an investigation where students model energy flow in a local ecosystem. Include a research component, a visual model (food web), and a written explanation. The task should take 4–5 class periods and include a rubric focused on Developing and Using Models and Constructing Explanations. I've uploaded an example of an exemplar rubric.

Differentiated Materials

Rewrite a text about the American Revolution for three reading levels: struggling readers (Lexile ~700, with vocabulary support and graphic organizers), on-grade 7th graders (Lexile ~950), and advanced readers (Lexile ~1100, with primary source analysis). Align all versions to ELA Standard RH.6-8.2. Include 3 text-dependent questions per level.

Fidelity Coaching Reviewing & refining assessments, rubrics, and unit plansReviewing & refining assessments, rubrics, and unit plans

Assessment Review

Review the attached formative assessment for 7th grade math meant to assess Standard 7.EE.B.4 on equations and inequalities. Provide feedback on alignment, cognitive demand, and whether questions progress from procedural to application. Suggest improvements for any items that are misaligned or lack rigor.

Rubric Review

Critique a rubric for 7th grade informational writing aligned to Standard W.7.2. It includes criteria for thesis, organization, evidence integration, and domain-specific vocabulary. Critique the rubric's alignment and clarity for middle schoolers. Suggest revisions, then create one exemplar and one developing response. I've uploaded an example of an exemplar rubric.

Unit Plan Review

Review a two-week unit for 7th grade on rational numbers, aligned to Standard 7.NS.A.1 on adding and subtracting rational numbers. Review the attached unit pacing guide for sequencing and rigor. Highlight gaps in conceptual understanding. Suggest ways to integrate more problem-solving and collaborative tasks.

Empathy Coaching Anticipating misconceptions and analyzing formative dataAnticipating misconceptions and analyzing formative data

Empathy Coach

I'm teaching 7th graders about cells and body systems, aligned to Science Standard MS-LS1-2. What misconceptions should I anticipate? Provide examples of how students typically confuse cell organelles or struggle with scale. Suggest a diagnostic question and a hands-on activity using microscopes or models to address misconceptions.

Empathy Coach

I created a literary analysis task for 7th grade aligned to Standard RL.7.3. The task asks students to analyze character development across a novel. Provide suggestions to reduce cognitive load for students still building analytical writing skills. Recommend scaffolds like evidence trackers and paragraph frames, plus appropriate pacing.

Formative Data Analysis

I gave this constructed response task on expressions and equations to my 7th graders, aligned to Math Standard 7.EE.A.2. I collected 26 student responses. Summarize the most common accurate understandings about combining like terms and factoring, the most frequent errors, and patterns in student work. Recommend one targeted reteach strategy and two exit ticket prompts.

Instructional Resources Generating instructional materials aligned to standardsGenerating instructional materials aligned to standards

Rubric Creation

Create a rubric to assess 10th grade research-based argumentative essays aligned to ELA Standard W.9-10.1. Include four levels of performance. Focus on criteria for thesis clarity, integration of credible sources, counterargument acknowledgment, logical reasoning, and formal style. Model one level 3 sample aligned to the rubric. I've uploaded an example of an exemplar rubric.

Quiz Generation

Generate 12 multiple-choice questions for 10th grade math on quadratic functions, aligned to Math Standard HSF.IF.C.7a. Include questions on vertex form, standard form, and graphing. Provide 4 distractors per item reflecting common algebraic errors. Label each question with the specific skill assessed. Items should be at SOLO 2 or 3.

Performance Task

Design a 10th grade biology performance task aligned to Science Standard SCI.LS4.B.h on natural selection. Create a multi-day investigation where students analyze adaptation data in a species population over time. Include a data analysis component, a claim-evidence-reasoning written response, and a peer review protocol. The task should take 5 class periods and include a rubric for Analyzing and Interpreting Data and Engaging in Argument from Evidence. I've uploaded an example of an exemplar rubric.

Differentiated Materials

Rewrite a text about the causes of World War I for three reading levels: struggling readers (Lexile ~900, with vocabulary glossary and guided reading questions), on-grade 10th graders (Lexile ~1100), and advanced readers (Lexile ~1300, with historiographical perspectives and document-based questions). Align all versions to Social Studies Standard SS.Hist2.b.h. Include 3 analytical questions per level.

Fidelity Coaching Reviewing & refining assessments, rubrics, and unit plansReviewing & refining assessments, rubrics, and unit plans

Assessment Review

Review the attached unit test for 10th grade chemistry meant to assess Science Standard SCI.PS1.A.h on the periodic table. Provide feedback on alignment to the standard, cognitive demand across Bloom's levels, and balance between recall and application items. Suggest improvements for any items that lack rigor or conceptual depth.

Rubric Review

Critique a rubric for 10th grade literary analysis essays aligned to Standard RL.9-10.2. It includes criteria for thesis, textual evidence, analysis depth, and conventions. Critique the rubric's alignment and academic rigor. Suggest revisions, then create one exemplar and one developing response. I've uploaded an example of an exemplar rubric.

Unit Plan Review

Review a three-week Geometry unit on similarity and congruence aligned to Standards HSG.SRT.A.2 and HSG.SRT.B.5. Review the attached unit pacing guide for rigor and sequencing. Highlight gaps in proof-writing instruction or real-world application.

Empathy Coaching Anticipating misconceptions and analyzing formative dataAnticipating misconceptions and analyzing formative data

Empathy Coach

I'm teaching 10th graders about cellular respiration and photosynthesis, aligned to Science Standard SCI.LS1.C.h. What misconceptions should I anticipate? Provide examples of how students typically confuse inputs/outputs or struggle with energy transformation concepts. Suggest a diagnostic question and a modeling activity to address misconceptions.

Empathy Coach

I created a Socratic seminar task for 10th grade English aligned to Standard SL.9-10.1. The seminar focuses on ethical dilemmas in a novel. Provide suggestions to support students with discussion anxiety or those who need processing time. Recommend scaffolds like discussion stems and reflection protocols.

Formative Data Analysis

I gave this constructed response task on solving systems of equations to my 10th graders, aligned to Math Standard HSA.REI.C.6. I collected 30 student responses. Summarize the most common accurate solution strategies, the most frequent procedural and conceptual errors, and patterns in showing work. Recommend one targeted reteach strategy and two exit ticket prompts.

Based on AI with Intention by Tony Frontier (ASCD, 2025) · Hamilton, WI School District

Questions about how to establish guidance like this in your school or district? Contact tony@firsteducation-us.net