Why This Matters Now
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. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. Cold prompts underperform; prime with prior knowledge and short exemplars before free response. 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. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels.
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. AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics.
A Practical Framework
Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. 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. 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. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human.
Retrieval pra ctice 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.
Prompts that Work (Examples)
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.
- 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.”
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. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon.
Assessment & Academic Integrity
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. Cold prompts underperform; prime with prior knowledge and short exemplars before free response.
AI is not a shortcut to learning; it is a mirror that requires better questions and stronger rubrics. 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.
Rollout in 2 Weeks
Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. 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.
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.
For accessibility, provide multi‑modal options: text, audio, and captioned video instructions. Document your playbooks; new colleagues and substitute teachers should onboard in one afternoon. Teacher time is precious; automate the repeatable, keep judgment and pastoral care human.
Pitfalls & Safeguards
Cold prompts underperform; prime with prior knowledge and short exempla rs before free response. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. 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. Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports.
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.
What to Measure
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.
Cold prompts underperform; prime with prior knowledge and short exemplars before free response. 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. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
Case Notes
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. 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. 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.
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.
Checklist
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.
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. Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty.
- 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
Honor privacy: minimize personal data, use district accounts, and rotate identifiers in exports. Clarity beats cleverness—if a student cannot restate the task, the prompt is too ornate.
Guard rails: forbid disallowed sources, cite where appropriate, and log versions for academic honesty. Start with outcomes, not tools; prompts should map to your learning objectives and Bloom levels. Retrieval practice still wins—space it over days and mix in short, targeted hints from the model.
Teacher time is precious; automate the repeatable, keep judgment and pastoral care human. For accessibility, provide multi‑modal options: text, audio, and captioned video instructions.
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. Always show a model answer and the rubric; feedback becomes legible and less surprising.