Printables

Downloads

Printables and samples from the K-12 AI curriculum. Take what you need; Premium is below, and the rest of the sequence is behind a school license.

Classroom & clubsTeacher referenceSpecialty centersPremiumGumroad store

Print and run

Classroom and club printables

Email once, download the PDF. Built to run without a 1:1 device cart.

Club kit · Ages 8–11

After-school AI club kit

Four print-and-run sessions for camps, libraries, and after-school programs. Facilitator scripts, paper and pencils only — about 35 minutes each.

4 sessions · PDF pack · Any email

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Printable · 3×5 cards

AI glossary flash cards

140 terms across four grade-band decks. Paper-white and duplex-ready for Avery 5388 index cards. Email for the full set; a 6-card sample is free.

140 cards · 4 decks · Sample free

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Lesson plan · Grades 3–5

Free sample lesson

Algorithms: Recipes a Computer Follows — teacher guide, timing, materials, exit ticket, and family letter. One period, no devices.

1 lesson · Teacher guide · Family letter

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Virginia classrooms

VA STEM sampler

Three hands-on take-homes from the sand-to-silicon strand, rewritten for math and science periods. Print and go — no lab setup.

3 take-homes · VA STEM · Print

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Open access

Teacher reference

Scope the sequence or borrow classroom language — no form required.

Families + classrooms

Math placemats, K-12

One double-sided sheet per grade: the year's core math with room to write on the front, AI words explained for that age on the back.

2 pages · Letter or 17x11 · Per grade

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Discussion & debate · Grades 6-12

Tech & AI debate topics

12 debate prompts on AI in the classroom, social media, automation, privacy, and ethics — plus a bonus page on the rules of a good debate and key vocabulary.

12 prompts · 2 pages · Instant PDF

Download PDFNo email needed

K–12 sequence

Scope and sequence

From Sand to Agents across all four grade bands — unit titles, throughline, and what each year builds toward. One PDF, no form.

1 PDF · K–2 through 9–12 · Instant

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Teachers

AI ed cheat sheet

Classroom language for tokens, models, training, and bias — linked into the full glossary so you can send colleagues deeper when they ask.

1 page · Web · Linked glossary

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Grades 9–12

College tracks

One four-year project per path — ME, EE, CS (cryptography late), marine biology, pre-med, pre-law, PhD on-ramp. This week’s task and log: type on the page or print.

7 tracks · Weekly log · Ungated

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Capstone briefs

Specialty centers

Ungated brief banks for applied ML and AI security projects. Print any brief on its own, or the full bank.

Applied ML

Applied ML brief bank

25 printable capstone briefs, plus a full bank PDF. Built for specialty-center projects.

25 briefs · Capstone · Ungated

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AI Security

AI Security brief bank

12 printable capstone briefs, plus a full bank PDF. School-approved sandbox only.

12 briefs · Capstone · Ungated

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Also on Gumroad

The Schoolhouse Gumroad store

The AI Foundations Teacher Editions for every grade band, the K-12 bundle, the Big 50 Math Formulas, World History Explorations, the AI Club Kit, and the AI Glossary Flash Cards are sold through Gumroad. Instant download, with a receipt link you can come back to.

Visit the Gumroad store →Opens schoolhousespace.gumroad.com

Premium

Premium printables

One-time purchases, no account and no subscription. Your file downloads the moment you pay, and the link is emailed to you as well.

Field guides

First Principles: 48 Rungs to Building AI from Scratch

A sequential map from the first logic gate to reinforcement learning — an explanation, a worked example, and a mastery gate at every step.

64 pages · Grades 6-12, homeschool, and adult learners

$9.99

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First Principles, Volume 1: What Is It Actually Guessing?

A language model doesn't look up an answer — it predicts a likely next step, the way a flashlight lights only the ground just ahead. Nine hands-on chapters, no materials needed.

45 pages · Grades 6-12, homeschool, and adult learners

$4.50

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Math Refreshers

One-sitting re-teach sheets for Grades 3-5: a front page, a bonus back page, and a teaching guide with the answer key. Black ink only, so they print cleanly at home.

Fraction Refresher

Numerators, denominators, and proper, improper, and mixed fractions — a one-sitting re-teach before the next unit.

3 pages · Grades 3-5, homeschool, and summer review

$4.50

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Decimal Refresher

Tenths and hundredths on a place-value chart, tied to dimes and pennies, with the 0.07-vs-0.3 trap called out.

3 pages · Grades 3-5, homeschool, and summer review

$4.50

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Probability Refresher

Chance words and chance fractions with one bag of marbles and a fair die — impossible to certain.

3 pages · Grades 3-5, homeschool, and summer review

$4.50

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Data & Graphs Refresher

Read a tally chart, draw the bar graph, and read a week of temperatures — when to use which graph.

3 pages · Grades 3-5, homeschool, and summer review

$4.50

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Classroom print packs

The student pages from From Sand to Agents — cut-outs, take-homes, and vocabulary, with a sheet on how to run them. Lesson plans, teacher guides, and assessments come with a Classroom license instead.

Grades K-2

Smart Machines Around Us

Spot the smart machines in a kitchen, a car, and a classroom — sorting cards and a take-home hunt.

$9

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Patterns Everywhere

Pattern strips, sorting mats, and a family pattern hunt for the youngest learners.

$9

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Teach the Machine

Hands-on cards for showing how a machine learns from examples — no devices needed.

$9

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Being Fair and Safe with Smart Machines

Discussion cards and a take-home about fairness, privacy, and asking a grown-up.

$9

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K-2 Complete Print Set: all 4 for $24, save $12 →

Grades 3-5

Inside the Box: Switches and Signals

Switch strips, an ASCII key, RGB cards, and a cut-out system board.

$9

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Algorithms: Recipes a Computer Follows

Step-card sorts and a take-home algorithm to run on a grown-up.

$9

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Data, Sorting, and Smart Guesses

Sorting sets and prediction cards that make training data concrete.

$9

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Good Data, Fair Results

Cut-outs and a take-home on what happens when the examples are lopsided.

$9

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Grades 3-5 Complete Print Set: all 4 for $24, save $12 →

Grades 6-8

From Silicon to Chips

Sand-to-silicon printables tracing how a chip is actually made.

$9

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What Machine Learning Really Is

Worked card sets separating rules-based code from learned behaviour.

$9

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Neural Networks by Hand

Pencil-and-paper forward passes — weights, sums, and activations without a computer.

$9

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Bias, Data Quality, and Evaluation

Confusion-matrix grids and dataset audit sheets.

$9

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Security, Privacy, and Digital Citizenship

Scenario cards and a take-home privacy audit for a family's devices.

$9

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AI at Work

Role cards and a take-home interview about AI in real jobs.

$9

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Grades 6-8 Complete Print Set: all 6 for $34, save $20 →

Grades 9-12

Representation: Numbers, Vectors, Embeddings

Vector worksheets and embedding-space plots done by hand.

$9

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Training Deep Networks

Gradient and loss-curve worksheets with worked traces.

$9

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Transformers and Attention

Attention-matrix grids students fill in themselves.

$9

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Large Language Models

Tokenisation strips and next-token prediction sheets.

$9

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Prompting and Context

Prompt-design frameworks and a context-window budgeting sheet.

$9

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Caching, Cost, and Latency

Cost-per-call worksheets and a latency budgeting exercise.

$9

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Tools and Agents

Tool-call tracing sheets and an agent-loop diagramming exercise.

$9

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Retrieval and Grounding

Chunking and retrieval worksheets with a grounding-failure hunt.

$9

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Ethics and Bias at Scale

Structured discussion frameworks and a stakeholder-mapping sheet.

$9

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Intellectual Property and Authorship

Case cards and a position-paper research prompt on authorship.

$9

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Safety, Society, and AI Careers

Career research prompts and a societal-impact discussion framework.

$9

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Grades 9-12 Complete Print Set: all 11 for $59, save $40 →

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