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