Mechanism design

Mechanism design for collective decisions

Mechanism design asks how rules shape behavior when participants have private information, strategic incentives, and different goals. Nicolas is a small practical example of a decision mechanism with explicit budgets, costs, delegation, and outcome rules.

Nicolas mechanism signals

These concepts follow the mathematical contract used by the app.

Convex cost

cost = c * sum a_ij^2

Voice budget

sum a_ij^2 <= B

Outcome rule

shifted softmax over support

What mechanism design studies

Mechanism design starts with a social goal and asks what rules, messages, allocations, and incentives could produce useful outcomes when participants act strategically.

Instead of assuming preferences are perfectly observable, it studies how a mechanism asks people to reveal information and what incentives that mechanism creates.

Why incentives matter

A decision rule is both a tally and an incentive system, because it tells participants what kinds of behavior are cheap, expensive, useful, risky, or strategic.

Costs matter because they change the information that participants reveal and the tradeoffs they face when expressing strong preferences.

Where Nicolas fits

Nicolas implements quadratic voting with liquid delegation, quadratic spend, and shifted-softmax outcome probabilities.

It does not claim dominant-strategy truthfulness, VCG-style externality pricing, or universal welfare maximization. Its narrower aim is to make preference intensity costly, inspectable, and usable for real group decisions.

Use cases

Where this decision model helps

Rule design

Think about what a decision rule asks participants to reveal and how it aggregates the result.

Incentive awareness

Ask what behavior the mechanism makes cheap, expensive, visible, or strategic.

Cost accounting

Understand why budgets and costs are part of the mechanism rather than decoration.

FAQ

Is Nicolas a mechanism design product?

Yes, in the practical sense that Nicolas implements a specific decision mechanism with explicit budgets, costs, delegation, and outcomes.

Does Nicolas implement VCG?

No. Nicolas is not a VCG mechanism and does not claim VCG-style truthfulness or externality pricing.

Why does mechanism design matter for voting tools?

Voting tools create incentives, so a serious tool makes its rule, costs, assumptions, and outputs inspectable.