Become fluent
by doing.

Learn to work with AI by building assistants for a living neighbourhood. See what they do, find the mistakes, and make them better.

Play the demo Explore the simulations
Playable prototype. No account required.
Fluent, AIFluent’s small robot character
Tomorrowville’s sunlit bakery, stone bridge and apricot roofs beside a quiet river
Tomorrowville

A town that gets smarter as you do.

Tomorrowville, by aifluent

Help Hani
keep a promise.

Hani needs fewer interruptions at the bakery. Make an assistant for collection times, then investigate a booking that never happened.

Start the bakery mission
Illustrative excerpt from the bakery mission
What the assistant said
“You’re booked for 09:10.”
What the booking tool returnedslot_unavailable

No reservation was created.

A statement is not a completed action. The repair is to confirm only after a successful reservation.

Inspect it in the mission
  1. 01

    Choose the rules

    Decide what your assistant may do. Predict how it will respond.

  2. 02

    Run and inspect

    Follow the actual tool result. Did the action succeed?

  3. 03

    Repair and replay

    Change one rule, compare the same morning, then try a fresh case.

Try another
kind of work.

Explore six 3D environments and a small evidence lab. Change the conditions and inspect the results.

See all environments
Riverside Laundry’s actual wash, dry and fold simulationRiverside LaundryFollow a bundle through a working production chain.North Ridge Mine’s actual trucks, conveyors and rail loading simulationNorth Ridge MineInspect an incident and plan the next response.

Scripted local simulations. No live model calls. Business rates and costs are illustrative.

Start with
the bakery.

Play the demo

Explore the research

AI fluency, verification and learning through simulation. Published findings and questions we still need to test.

Bring it to a discussion

A suggested session and observable learning goals for educators.