Research / Baseline explorer
← Our method
DIFFERENT RULES. THE SAME PROCUREMENT QUESTION.

Explore the
alternatives.

Who contributes, how much privacy do they release, and what are they paid? Open each method to follow its decisions through a worked example.

07+ 02

Procurement baselines
and experimental controls

Then compare the evidence ↗
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PROPOSED METHODMFG-RegretNet

Population context + learned allocation/payment + regret constraints.

Explore our method ↗
01 / PROCUREMENT RULES

Seven ways to make an offer.

Each method has its own page and interactive example.
02 / EXPERIMENTAL CONTROLS

Separate the learning and allocation questions.

03 / COMPARE THE EVIDENCE

From mechanisms to measured outcomes.

Switch datasets, inspect uncertainty, and read privacy and payment alongside accuracy.

Open results comparison ↗