Archive & workbench
Game Lab
Earlier arcade-style prototypes and the AI Arcade roadmap, parked here while the Mini Games wing is built out. Everything still plays; it is just no longer on the front of the Academy.
Ages 5–8 · Early Learners
AI Friends - Help Sparky Sort!
Help Sparky sort animals, vehicles, and food while learning how AI classification works. A game for ages 5-8.
Open →Pattern Party - Spot the Pattern!
Complete playful sequences and learn how AI notices patterns to make predictions. A game for ages 5-8.
Open →Robot Builder - Give Your Robot Instructions!
Build a sequence of steps for a robot, run the program, and debug what happens. A game for ages 5-8.
Open →Ages 9–12 · Middle School
Algorithm Arena - Inside the Feed Machine
Experience recommendation logic from the inside and see how algorithmic choices shape what people see. A game for ages 9-12.
Open →Bias Buster - AI Ethics Review Board
Review AI decisions, judge whether they are fair, and defend your reasoning. A game for ages 9-12.
Open →Data Detective - Crack the AI Case
Investigate how biased data shapes AI outcomes and learn to spot unfair patterns. A game for ages 9-12.
Open →Ages 13–17 · High School
Algorithm Audit - Investigate the Hiring Model
Audit a fictional hiring algorithm, inspect evidence, and publish a responsible accountability report. A game for ages 13-17.
Open →Neural Network Lab - Train, Test, and Generalize
Adjust a small neural network, watch weights update live, and learn how training differs from generalization. A lab for ages 13-17.
Open →Society Simulator - Governing AI in Public Life
Balance fairness, trust, privacy, innovation, and wellbeing while governing AI across a fictional city. A simulation for ages 13-17.
Open →Mini games · parked in the Lab
Odd One Out
Five sets per session. Three items share a rule and one does not — finding it means naming the rule, which is the harder and more useful half.
Open →Step Order
Four processes per session, shuffled out of sequence. Some are technical, some civic, some happen in a classroom — the point is that all of them are algorithms.
Open →Not yet built
The AI Arcade concepts
- Misinformation MeteorFact-check falling claims — classification under uncertainty, where catching lies also risks silencing the truth.
- Bias in the MachineHow the data you feed a model decides who gets seen, scored, and served.
- The Cost of ComputeAccuracy against the energy and water behind every model.
- Governing the AlgorithmThe calls a policymaker faces when automated decisions affect real people.
- The Attention EconomyRun a feed that competes for focus, then live with the tradeoffs.
- Synthetic or Real?Tell authentic media from generated fakes, and learn which tells survive.