# WLKR.learning — AI literacy scope and sequence (grades 3–8)

**License:** [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/)  
**Publisher:** WLKR.learning · https://wlkrlearning.com  
**Last updated:** 2026-10-19  
**Suggested citation:** WLKR.learning. (2026). *AI literacy scope and sequence (grades 3–8)*. https://wlkrlearning.com/resources/scope-and-sequence

You may copy, redistribute, and adapt this document for any purpose, including commercially, as long as you give appropriate credit and indicate if changes were made.

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## Purpose

This scope and sequence helps teachers and curriculum leaders plan **AI literacy** instruction for grades 3–8. It is **not** a computer science course outline. Students practice understanding AI, prompting with purpose, evaluating outputs, and keeping their own voice—usually with natural language.

Pair with free classroom pages:

- https://wlkrlearning.com/what-is-ai-literacy
- https://wlkrlearning.com/resources/ai-literacy-lesson-plans-grades-3-5
- https://wlkrlearning.com/resources/ai-literacy-lesson-plans-grades-6-8
- https://wlkrlearning.com/teachers/teach-prompt-engineering-grades-3-8
- https://wlkrlearning.com/teachers/how-students-check-ai-output

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## Four strands (all grades)

| Strand | Student outcome |
| --- | --- |
| Understand | Explain that AI predicts from patterns and can be wrong or biased |
| Prompt | State goal, audience, details, and constraints in a request |
| Evaluate | Check facts, logic, sources, and whether they can paraphrase the claim |
| Own the voice | Revise in their words; disclose tool use when required |

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## Grades 3–5 (introductory)

**Focus:** Shared language, short cycles, teacher-modeled checks.

| Unit | Weeks (suggest) | Learning targets | Sample evidence |
| --- | --- | --- | --- |
| A. What AI is (and is not) | 1–2 | Distinguish AI guesses from verified facts | Exit ticket: one thing AI might invent |
| B. Clear asks | 2–3 | Rewrite vague prompts with goal + details | Before/after prompt pair |
| C. Check the draft | 2–3 | Mark keep / revise / discard on a sample | Annotated printout |
| D. My words | 1–2 | Retell an idea without looking at the AI text | Oral or written paraphrase |

**Classroom norms:** school-approved tools only; no personal data in prompts; every AI-assisted draft gets a human check.

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## Grades 6–8 (extended)

**Focus:** Source evaluation, disclosure, disciplinary prompts (ELA, science, social studies).

| Unit | Weeks (suggest) | Learning targets | Sample evidence |
| --- | --- | --- | --- |
| A. Hallucinations & bias | 1–2 | Name unsupported claims and missing cites | Flawed-sample annotation |
| B. Prompt craft | 2–3 | Add audience + constraints; revise one variable at a time | Prompt revision log |
| C. Evidence cycle | 3–4 | Verify claims against classroom sources | Side-by-side AI draft vs. student revision |
| D. Integrity & voice | 1–2 | Disclose AI use; submit original reasoning | Disclosure note + rubric score on voice |

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## Pacing tips

1. Start with paper/checklist lessons before 1:1 devices.
2. Embed strands inside existing writing and inquiry units—do not wait for a standalone “AI period.”
3. Assess the **process** (prompt quality, checks, revision), not polished paste speed.
4. Align local policy with state guidance (for example California media literacy / AB 2876 planning) without treating any vendor as a legal requirement.

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## Mapping note for leaders

| District need | Where this document helps |
| --- | --- |
| Common vocabulary | Four strands table |
| Elementary entry point | Grades 3–5 units |
| Middle school rigor | Grades 6–8 units |
| Family communication | Norms + disclosure habits |
| Procurement questions | Ask vendors for process evidence, not compliance slogans |

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## Attribution

Created by WLKR.learning for public educational use under CC BY 4.0. Product references on wlkrlearning.com are optional; this scope stands alone as an open educational resource.