Every Hi, Bot printable is a hands-on, learn-by-making project — observation, iteration, and upcycling, no screen required. Members get each pack the day it drops; subscribe free and we'll send it the moment it opens to the community.
The full facilitated version: stake your claim on paper, then train AI to attack it rather than replace it. Adds a 60-minute agenda, worksheet and cut-out roles.
Pack
6 pages
Runs
30–60 min
Ages
9–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
AI as challenger, not authorIdea ownershipSteel-manning objectionsDefend before you revise
Twenty-four cut-out prompts in four stacks — all ages, parent-guided, teacher-guided, and student-led — so one deck works at the kitchen table or in class.
Pack
6 pages
Runs
10–45 min
Ages
8–16, and younger with a reader
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Every build chooses something and gives something else up. Name the tradeoffs out loud — fast vs careful, private vs easy, simple vs fancy — before anyone codes.
Pack
3 pages
Runs
30–60 min
Ages
8–14, flexes 7–16
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Tradeoffs — you cannot maximize everything at onceCost, speed, reliability, privacy — the usual dialsStack choice — why boring is often bestSecrets stay off the page — privacy as a design rule
The full facilitated version: draft by hand first, then use AI only to point at problems — never to supply new sentences. Adds a 60-minute agenda, worksheet and cut-out roles.
Pack
6 pages
Runs
30–60 min
Ages
9–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Draft first, tool secondProofreading vs. ghostwritingVoice ownershipEdit-request vs. rewrite-request
Rank claims by where they came from — you saw it, someone measured it, someone repeated it, a machine wrote it — and notice how the rungs feel different.
Pack
5 pages
Runs
30–60 min
Ages
9–14, flexes 8–16
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
ProvenancePrimary vs. secondary sourcesEvidence qualityClaim vs. source
AI guesses. Builders check. Run the same prompt ten times, score what comes back, and fix only what the scores say is broken.
Pack
3 pages
Runs
30–60 min
Ages
8–14, flexes 7–16
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Evals — a short test set you can re-runError analysis — which cases broke, and whyConsistency — same ask, different answersScore before you change — measure, then fix
Writing, the printing press, the calculator, Wikipedia — every one of them was going to wreck young minds. Read the actual complaints, then write an honest one about AI.
Pack
6 pages
Runs
30–60 min
Ages
9–15, flexes 8–16
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Historical sourcesContinuity and changeEvaluating argumentsMoral panic
Remix a photo, mashup a song title, blend two stories, or combine design styles—and learn that AI creativity is really recombination of existing ideas under a new spotlight.
Pack
3 pages
Runs
30–120 min
Ages
10–14 (flexes 8–16)
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Recombination as creativityConstraint-driven ideationStyle transfer (visual and tonal)Attribution and remix culture
Build a clickable helper out of index cards where a human plays the machine, then hand it to a tester who tries to break it.
Pack
4 pages
Runs
30–60 min
Ages
9–14, flexes 7–16
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Prototyping — testing an idea cheaply before building the real thingInterface — the buttons, screens, and words a person actually touchesWizard of Oz testing — a human secretly plays the computer to test a design fastUser testing — watching a real tester struggle tells you more than guessing
Turn a fuzzy wish into a one-page spec: what goes in, what comes out, how you'll know it's done, and three things it must never do.
Pack
5 pages
Runs
30–60 min
Ages
9–14, flexes 7–16
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Specification — writing down what a tool must do before building itInputs and outputs — naming exactly what goes in and what comes outAcceptance criteria — deciding in advance how you will know it worksConstraints — the three things it must never do
A good sparring partner pokes holes in your plan. A bad one just hands you a new plan. Stake your own idea, then train AI to challenge it — never replace it.
Pack
5 pages
Runs
30–60 min
Ages
9–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
AI as challenger, not authorIdea ownershipSteel-manning objectionsDefend before you revise
Interview a real person about a real annoyance, then sketch a tool that fixes it. The job gets defined before any technology gets picked.
Pack
5 pages
Runs
30–60 min
Ages
9–14, flexes 7–16
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
User research — asking about the problem, not your ideaProblem framing before solution pickingRequirements — what the tool must do to count as doneScope — deciding what is out, not just what is in
AI doesn't live in a fluffy cloud — it lives in warehouse-sized buildings packed with servers. Trace your prompt's real-world journey and the energy it costs.
Pack
3 pages
Runs
30–60 min
Ages
9–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Data centersServers & computePhysical journey of a promptEnergy & cooling
Answers are cheap. Great questions are rare. Race to upgrade weak questions into ones that unlock smarter thinking — the human skill AI still needs from you.
Pack
4 pages
Runs
30–60 min
Ages
8–13 (flexes 7–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Curiosity over computationQuestion quality vs. answer huntingOpen vs. closed questionsFollow-up questions
A long skinny triangle of junk mail, rolled tight around a toothpick, comes off the stick as a glossy bead — and the shape of the paper decides the shape of the bead.
Pack
5 pages
Runs
30–60 min
Ages
6–12, flexes 4–14
Zone
The Maker Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Geometry in the hand — how a triangle becomes a cylinderPrediction and testing (change the cut, predict the bead)Fine motor control and steady rollingColor theory and pattern making
One egg carton is a whole box of building blocks — cut the cups apart and a clam, a caterpillar, and a turtle are already hiding in there.
Pack
5 pages
Runs
30–60 min
Ages
4–10, flexes 3–12
Zone
The Maker Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Modular building (one unit, many creatures)Seeing a shape as more than its jobSimple joinery (hinge, chain, dome)Fine motor control (cutting, gluing, painting small)
Word cards become a living map: place them by feel, discover meaning turns into distance, then do 'word math' — walk the same step from a different word and land on the right answer.
Pack
4 pages
Runs
30–120 min
Ages
10–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Word embeddingsVector spaceSemantic similarity & distanceDimensionality
A flower is a machine for holding water upright. Take the water out slowly, under weight, and you are left with the architecture — flattened, permanent, and yours to keep in a book.
Pack
5 pages
Runs
30–60 min
Ages
5–10 (flexes 3–14)
Zone
The Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Before a neural network gets anything right, it has to feel its way down a hill it can't see — one small step, one number, at a time. Become the machine and find the bottom using nothing but warmer or colder.
Pack
7 pages
Runs
30–120 min
Ages
9–14 (flexes 8–16)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Gradient descentLoss & errorLearning rateLocal minima
Tie a rosemary sprig, celery base, pinecone, or bundle of chives to a stick and turn kitchen scraps into a whole toolkit of one-of-a-kind paintbrushes.
Pack
4 pages
Runs
30–60 min
Ages
4–10, flexes 3–14
Zone
The Maker Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Texture & material observationCause and effectFine motor controlComparison & descriptive vocabulary
Gather what the yard gives you — leaves, petals, twigs, stones — and arrange it into a circle of repeating rings, a calm, temporary work of art you make and then let go.
Pack
4 pages
Runs
30–60 min
Ages
5–10, flexes 3–14
Zone
The Maker Studio
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
A guided project ladder for the NVIDIA Jetson Orin Nano Super: local LLM → real-time vision → sensors & GPIO → a robot that sees, with supply lists, extension challenges, and a finished-project rubric.
Pack
4 pages
Runs
60–150 min
Ages
13–16 (advanced; supervision required under 18)
Zone
The Lab
Full pack: facilitator guide, timed agenda, supply list, and print-ready pages — members download the day it drops.
Edge AI & local inferenceLarge language modelsComputer vision & object detectionGPIO & sensors
25 of these packs — 111 pages — in one instant $5 download, including the six “AI Unplugged” packs that build a neural network, decision tree, and language model out of paper. Each pack's own page says whether it is one of them. See the contents →
Run a program?
Free season bundles for after-school
After-school programs, camps, and libraries can get these sequenced into themed seasons — a dozen sessions with a facilitator season map, and written permission to photocopy and hand out to your students. Printed class sets on request. See the seasons →
Want it taught for you instead? The Afterschool Learning Bundle is a six-week club in a box — a facilitator handbook and a run-it-Tuesday session plan for each week.
For the noticeboard
Print-ready flyers with tear-off tabs
If you have a corkboard at a library, school, gym, or coffee shop — these are ours, free to print and pin. US Letter with a bleed, ten tear-off tabs, a QR on every tab. No email needed; they're posters, not activities.
Clubhouse MembershipOpen-hours access to the Hi, Bot studio in Richmond. Show up, build, share.
After-School ProgramStructured, mentor-led afternoons in the studio — a progressive curriculum across all four zones.
Summer / Break CampA full-day, week-long intensive. Pick a theme, leave with a portfolio artifact.
Workshop Drop-inA single hands-on session — no membership, no commitment, no coding required.
Birthday PartyYour party, our studio, our mentors. Every guest goes home with something they made.
AIPreneurship LabA 16-week semester where teens take an AI product from idea to something real people use.
Activities PassPrint-and-go AI activities for ages 8–16 — screen-free, no coding, ready in ten minutes.