Idea still being shaped
Traffic Optimization Puzzles
What tradeoff becomes visible when we change one assumption in a small street network?
A small street network can make a route, signal, or constraint change visible without pretending to predict a real city. Participants compare who benefits, what costs appear, and which tradeoffs remain unresolved.
Why this idea may matter
Why this might be worth exploring
It makes the limits and human consequences of an optimization visible alongside the model’s outputs.
Question to choice
One possible path
- 01
Establish a baseline
Establish a sourced or declared baseline.
- 02
Name assumptions
Name assumptions and model rules.
- 03
Change one variable
Change one route, signal, or constraint.
- 04
Observe
Observe consequences.
- 05
Compare tradeoffs
Compare winners, costs, and unresolved tradeoffs.
Possible participant artifact
What might leave the table
A small what-if model and a finding that states its assumptions and limits.
Keep the checking visible
Evidence and checking
- Baseline facts, assumptions, rules, outputs, and sensitivity to one changed variable.
Where AI might help
Help build or explain a toy model, generate scenarios, and compare outcomes.
What people still decide
Predict real traffic, erase affected people, or identify one perfect answer from a simplified model.
Trust boundaries
- Protect location and demographic privacy.
- Avoid operational recommendations based on the toy simulation.
Still a working idea
What is still open
- First street network.
- Physical versus browser model.
- Which tradeoffs participants compare.
Curiosity Capability Atlas