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The Incentives Lab
HBOS · Layer 7

The AI Experiment Lab

Most incentive changes ship on opinion. They should ship on prediction. Describe what you're about to change, and the Lab will forecast behavior, surface the second-order effects, name the gaming risk, and design a small experiment to test it before you commit.

Try one of these
Or design from scratch →