Parent Portal

You handle the setup.
They make the discoveries.

A complete view of what children learn, what you open, what stays private, and how to tell when a concept is understood.

12shared AI concepts
24character-led adventures
6 weeksat two missions per week
On-devicebrowser progress for the family

The learning arc

From first classifier to voice-and-vision finale.

Both story paths use the same concepts and mastery checks. Children can switch crews without repeating completed work.

Phase 1

Learn how models work

  1. 1
    Classifier vs. ruleA classifier makes a learned guess from examples; a programmed rule follows exact instructions.
  2. 2
    Labels, examples, and balancePeople choose labels, and the variety and balance of examples shape what a classifier can recognize.
  3. 3
    Classifier, Gemini, or rule?Classifiers choose learned labels, Gemini generates likely text, and deterministic rules apply exact logic.
Phase 2

Train sight and sound

  1. 4
    Audio classificationAn audio classifier learns short sound patterns, including the background sound it should ignore.
  2. 5
    GeneralizationA model generalizes when it works on new conditions it did not simply memorize during training.
  3. 6
    Scores and thresholdsA threshold turns uncertain scores into actions, and ASK AGAIN is safer than forcing every guess.
Phase 3

Create and combine

  1. 7
    Structured promptingA useful prompt gives Gemini a goal, context, constraints, examples, and a clear output format.
  2. 8
    Grounding and verificationA fluent Gemini draft can contain unsupported claims, so each claim must be checked against supplied evidence.
  3. 9
    Multimodal fusionImage and audio predictions combine only through an explicit rule, such as image passes AND audio passes.
Phase 4

Improve and use responsibly

  1. 10
    Versions and rollbackTargeted retraining may fix failures but also break earlier successes, so versions need regression tests and rollback.
  2. 11
    Responsible AI game designA responsible AI game tests conditions, limits data, offers accessible alternatives, documents failures, and lets humans override it.
  3. 12
    Voice and vision capstoneA complete AI game turns live sensor inputs into uncertain model outputs, then applies thresholds and an exact fusion rule before acting or abstaining.

Google tool plan

Three tools. Clear adult control.

Each activity names the tool, adult role, mission inputs, and result to bring back before the family opens a new tab.

1

Teachable Machine

Opened together for prop-based image and audio classifiers.

2

Gemini

Adult-controlled creative drafts using the course's fictional prompt materials.

3

AI Studio

An adult demonstrates the version workflow while the learner directs the comparison.

No printer required

Every prop sheet works on screen and in print.

Use the complete kit for cards, boards, trackers, logs, model passports, and finale proof.

Open the Materials Library →

Operational preparation board

Open, prepare, save, and check every mission.

Use these on-device controls to record your preparation, saved artifact, and learning check.

1
35 to 45 minutes · 3 chapters · 12 child actions

Classifier vs. rule

SCANNING

Props and materials

Open all Mission 1 materials →

Tool handoff and actor

Teachable Machine · Image projectAdult and child operate together

Prerequisites

  • Open Teachable Machine in a separate tab and choose an image project.
  • Keep the camera aimed at cards and props, not faces.
  • Print or draw three cards with both an icon and a distinct color.

Expected save

  • RPS Classifier v1
  • Mission 1 Dev Log

Recovery

If every card looks the same to the model, add brighter light and a plain background. If the camera is blocked, use image files for practice and return to live testing with an adult.

Safe input reminder: Use the three game cards as the only labels and keep people outside the camera zone.

Parent confirmation
2
45 to 55 minutes · 3 chapters · 12 child actions

Labels, examples, and balance

SCANNING

Props and materials

Open all Mission 2 materials →

Tool handoff and actor

Teachable Machine · Image projectAdult and child operate together

Prerequisites

  • Choose three non-person labels and write them exactly as they should appear.
  • Make a tally row for each class and reserve one example per class for testing.
  • Remind the learner that equal counts are a starting point, not proof of fairness or accuracy.

Expected save

  • Image Model v1
  • Mission 2 Dev Log

Recovery

If a class dominates, compare the counts and backgrounds before retraining. If the model learns the table instead of the card, move every class through the same locations.

Safe input reminder: Use cards, symbols, or toys on a plain tabletop and keep the camera focused on that prop zone.

Parent confirmation
3
35 to 45 minutes · 3 chapters · 12 child actions

Classifier, Gemini, or rule?

GEMINI DRAFT

Props and materials

Open all Mission 3 materials →

Tool handoff and actor

Teachable Machine · Existing image projectAdult and child operate together
Gemini · Adult-controlled Gemini chatAdult operates; child directs and reviews

Prerequisites

  • Place the CLASSIFIER, GEMINI DRAFT, and EXACT RULE station cards on the table.
  • If Gemini Apps access is unavailable, use the supplied sample draft cards.
  • Keep Gemini use on an adult-controlled screen and enter no private information.

Expected save

  • System Map v1
  • Mission 3 Dev Log

Recovery

If a job seems to need two stations, split it into generation and exact decision steps. If Gemini access is unavailable, use the printed draft examples and keep the same learning proof.

Safe input reminder: Use the supplied fictional character and game details. An adult enters and reviews the prompt.

Parent confirmation
4
50 to 65 minutes · 3 chapters · 12 child actions

Audio classification

ACT

Props and materials

Open all Mission 4 materials →

Tool handoff and actor

Teachable Machine · Audio projectAdult and child operate together

Prerequisites

  • Choose two short commands and a BACKGROUND class.
  • Close apps that may record audio and show the learner the browser microphone indicator.
  • Plan to stop the microphone and export the model when the mission ends.

Expected save

  • Audio Model v1
  • Mission 4 Dev Log

Recovery

If BACKGROUND wins every time, add clearer command examples at normal volume. If commands swap, shorten them or choose words with more different sound shapes.

Safe input reminder: Record short game commands and ordinary room sound, then turn the microphone off when testing ends.

Parent confirmation
5
40 to 50 minutes · 3 chapters · 12 child actions

Generalization

ASK AGAIN

Props and materials

Open all Mission 5 materials →

Tool handoff and actor

Teachable Machine · Existing image projectAdult and child operate together

Prerequisites

  • Choose two conditions that were not used for training.
  • Write the conditions down before any new examples are added.
  • Keep the original model unchanged during the first test.

Expected save

  • First-Test Log v1
  • Mission 5 Dev Log

Recovery

If everything works, make the next condition meaningfully different rather than simply darker. If nothing works, confirm the correct Image Model v1 and label map are loaded.

Safe input reminder: Test safe object conditions such as light, angle, distance, and background on the tabletop zone.

Parent confirmation
6
35 to 45 minutes · 3 chapters · 12 child actions

Scores and thresholds

ASK AGAIN

Props and materials

Open all Mission 6 materials →

Tool handoff and actor

Teachable Machine · Existing image project previewAdult and child operate together

Prerequisites

  • Lay out the score cases without revealing the answer key.
  • Explain that the slider is a game rule placed after the model score.
  • Use small, harmless game costs only.

Expected save

  • Threshold Policy v1
  • Mission 6 Dev Log

Recovery

If every case acts, raise the threshold or confirm ASK AGAIN is connected. If no case acts, lower the threshold only after checking the scores and labels.

Safe input reminder: Use scores only for this game and let a person make every important real-world decision.

Parent confirmation
7
40 to 55 minutes · 3 chapters · 12 child actions

Structured prompting

GEMINI DRAFT

Props and materials

Open all Mission 7 materials →

Tool handoff and actor

Gemini · Adult-controlled Gemini chatAdult operates; child directs and reviews

Prerequisites

  • Confirm Gemini Apps access is allowed for the account and region, or use the offline sample draft.
  • Use an adult-controlled screen and a sanitized fictional prompt.
  • Keep the requested output to level data, not executable code.

Expected save

  • LevelSpec v1
  • Mission 7 Dev Log

Recovery

If the draft is missing fields, make the output format and constraints more explicit. If Gemini is unavailable, revise the supplied imperfect draft using the same checklist.

Safe input reminder: Use only fictional content. A parent or facilitator controls the account and reviews every output before the child uses it.

Parent confirmation
8
40 to 50 minutes · 3 chapters · 12 child actions

Grounding and verification

HUMAN DECIDES

Props and materials

Open all Mission 8 materials →

Tool handoff and actor

Gemini · Adult-controlled Gemini chatAdult operates; child directs and reviews

Prerequisites

  • Use only the facts printed in the course source pack.
  • If Gemini is used, submit the sanitized mission facts from an adult-controlled screen.
  • Mix supported, uncertain, and unsupported clues for the learner to inspect.

Expected save

  • Grounded Route v1
  • Mission 8 Dev Log

Recovery

If two sources conflict, use NEEDS CHECK instead of guessing. If a clue has no source, reject it even when it sounds helpful.

Safe input reminder: Use the supplied fictional or public Source Pack as the evidence for every claim.

Parent confirmation
9
50 to 65 minutes · 3 chapters · 12 child actions

Multimodal fusion

ACT

Props and materials

Open all Mission 9 materials →

Tool handoff and actor

Teachable Machine · Two existing project previewsAdult and child operate together

Prerequisites

  • Confirm the Audio Model v1 identifier matches the one saved in Mission 4.
  • Draw two input boxes leading into an AND gate and then ACT or ASK AGAIN.
  • Keep live model testing in Teachable Machine tabs supervised by an adult.

Expected save

  • FusionTrace v1
  • Mission 9 Dev Log

Recovery

If the combo acts when one input fails, replace OR logic with the required AND rule. If the audio identifier changed, return to the frozen Mission 4 artifact instead of silently substituting it.

Safe input reminder: Use prop images and game commands, then turn the camera and microphone off when testing ends.

Parent confirmation
10
55 to 70 minutes · 4 chapters · 12 child actions

Versions and rollback

ACT

Props and materials

Open all Mission 10 materials →

Tool handoff and actor

Teachable Machine · Copied image projectAdult and child operate together
Google AI Studio · Adult-led version-workflow demonstrationAdult operates; child directs and reviews

Prerequisites

  • Copy the model project so Image Model v1 stays recoverable.
  • Choose two logged failures and four previously successful anchor cases.
  • AI Studio, if demonstrated, stays adult-operated and produces no learner-facing API client.

Expected save

  • Version Lab v2 Comparison
  • Version Workflow Demo Checked
  • Mission 10 Dev Log

Recovery

If the comparison uses different cases, reset and run the same locked set. If v2 loses an anchor, keep v1 while planning a smaller targeted change.

Safe input reminder: Retrain a copy of the prop classifier and use AI Studio only for the adult-led version demonstration.

Parent confirmation
11
50 to 65 minutes · 4 chapters · 12 child actions

Responsible AI game design

HUMAN DECIDES

Props and materials

Open all Mission 11 materials →

Tool handoff and actor

Teachable Machine · Existing prop classifier previewAdult and child operate together

Prerequisites

  • Create bright, dim, plain, busy, quiet, and noisy test stations using safe props.
  • Provide touch, visual, and silent alternatives for the play loop.
  • Keep every classifier label about props or signals, never people or traits.

Expected save

  • Release Model Card v1
  • Mission 11 Dev Log

Recovery

If an alternative skips the lesson, route it through the same decision and explanation goal. If the game cannot handle a condition safely, document the limit and abstain instead of hiding it.

Safe input reminder: Classify props and game signals only. Use HUMAN DECIDES for every question about a person or human trait.

Parent confirmation
12
60 to 80 minutes · 4 chapters · 12 child actions

Voice and vision capstone

ACT

Props and materials

Open all Mission 12 materials →

Tool handoff and actor

Teachable Machine · Supervised external image and audio previewsAdult and child operate together

Prerequisites

  • Open the image and audio model projects in supervised external Teachable Machine tabs.
  • Confirm the audio identifier matches Mission 4 and aim the camera at a tabletop prop zone.
  • The parent observes the live demonstration and helps the learner read both signal panels.
  • Stop camera and microphone permissions when the demonstration ends.

Expected save

  • Final FusionTrace and Dev Log
  • Mission 12 Dev Log

Recovery

If a sensor is unavailable, use Practice mode to learn the interface, but do not mark the supervised capstone complete. If the audio identifier differs, return to the frozen Audio Model v1 before continuing. If every pair acts, reconnect the threshold and AND rule so uncertain cases reach ASK AGAIN.

Safe input reminder: Aim the sensors at safe props and game commands in the supervised Google tool, then turn them off when play ends.

Parent confirmation

Ready to begin?

Prepare once, then let the mission guide do the work.