Why This Matters Now
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.
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. 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.
A Practical Framework
Retrieval practice still wins—space it over days and mix in short, targeted hints from the model. 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.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. Always show a model answer and the rubric; feedback becomes legible and less surprising. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports.
Prompts that Work (Examples)
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.
- 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.”
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.
Assessment & Academic Integrity
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.
Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Rollout in 2 Weeks
Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate. 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. Cold prompts underperform; prime with prior knowledge and short exemplars before free response. Always show a model answer and the rubric; feedback becomes legible and less surprising.
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.< /p>
Pitfalls & Safeguards
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Always show a model answer and the rubric; feedback becomes legible and less surprising.
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
What to Measure
For accessibility, provide multi‑modal options: text, audio, and captioned video instructions. 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. 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. Cold prompts underperform; prime with prior knowledge and short exemplars before free response.
Case Notes
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. 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.
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
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. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
Checklist
Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. 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.
Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate.
- 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
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.
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. 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.
Use chain-of-thought sparingly and never grade it; grade the final work against transparent criteria. Always show a model answer and the rubric; feedback becomes legible and less surprising.
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. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.