Why This Matters Now
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
A Practical Framework
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Prompts that Work (Examples)
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. Cold prompts underperform; prime with prior knowledge and short exemplars before free response. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports.
- Socratic: “Ask me one question at a time to test my understanding of photosynthesis. Increase difficulty as I succeed.”
- Rubric-driven feedback: “Score this essay on clarity, evidence, and structure (1–4 each). Return one strength and one next step.”
- UDL option: “Offer three representations of this concept: a 100‑word summary, a labeled diagram description, and a real‑world analogy.”
Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
Assessment & Academic Integrity
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon.
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
For accessibility, provide multi‑modal options: text, audio, and captioned video instructions. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
Always show a model answer and the rubric; feedback becomes legible and less surprising. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.
Rollout in 2 Weeks
Cold prompts underperform; prime with prior knowledge and short exemplars before free response. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon.
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Always show a model answer and the rubric; feedback becomes legible and less surprising. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Pitfalls & Safeguards
Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Clarity beats cleverness—if a student cannot resta te the task, the prompt is too ornate. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human.
Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Cold prompts underperform; prime with prior knowledge and short exemplars before free response.
Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports.
What to Measure
Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Always show a model answer and the rubric; feedback becomes legible and less surprising.
Retrieval practice still wins—space it over days and mix in short, targeted hints from the model. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Cold prompts underperform; prime with prior knowledge and short exemplars before free response.
Case Notes
Always show a model answer and the rubric; feedback becomes legible and less surprising. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria.
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human.
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Cold prompts underperform; prime with prior knowledge and short exemplars before free response.
Checklist
Always show a model answer and the rubric; feedback becomes legible and less surprising. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon.
Cold prompts underperform; prime with prior knowledge and short exemplars before free response. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty.
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Retrieval practice still wins—space it over days and mix in short, targeted hints from the model. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.
- Define objectives; align prompts to verbs and outcomes.
- Provide exemplars; publish rubrics next to tasks.
- Decide what is allowed; teach citation and logging.
- Pilot with one class; iterate weekly based on evidence.
Conclusion
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
For accessibility, provide multi‑modal options: text, audio, and captioned video instructions. Always show a model answer and the rubric; feedback becomes legible and less surprising. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.
Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.