Concept Learning

SwarmLab

Let the next experiment answer a real question.

SwarmLab concept mockup coordinating repeated paper experiments.
Concept mockup
Suggested setup
One paper type, one measurable outcome, and a small distributed group running repeated trials.
Hardware building blocks
Camera · Motion sensors · Wi-Fi / Bluetooth

The idea

Coordinate repeatable paper experiments across people and rooms, then choose a useful next trial instead of chasing a leaderboard.

How it works

  1. Choose a simple shared outcome such as how much weight a paper bridge supports.
  2. Assign variations and record each result with enough context to reproduce it.
  3. Repeat surprising outcomes and select the next trial to reduce uncertainty, not maximize a score.

AI’s role: Select an informative next trial from recorded results; transparent experiment code and participant repeats produce reproducible evidence.

First demonstration

Assign a paper-fold variation, repeat a surprising result, and choose the next trial. Start with a few dozen trials, one paper type, and one measured outcome.

What to solve next

How can repeated measurements expose variation while separating folding technique, paper differences, and measurement error?