KERALA RISING · FROM EXPORTING PEOPLE TO EXPORTING IDEAS and the framework will have to concede that the engine works better for some outcomes than others. The second is the speed of the revenue ramp. The financial model is most sensitive here, and the assumptions about how quickly Reward Partners sign on and patrons commit are the softest numbers in the book. We may be too optimistic; the path to self-sufficiency may be longer than the base case suggests. The mitigation is that the downside scenario already assumes this and the institution still functions. But a reviewer should treat the timing of break-even, not its eventuality, as truly uncertain. The third is something we cannot name, because it is the failure mode no one has anticipated, the way a system at population scale generates emergent behaviour its designers did not model. Every large platform has been surprised this way. The framework’s only honest defence is structural: the public corpus makes emergent problems visible early, the staged rollout means they appear at small scale first, the independent assessment is empowered to report them, and the unwind protocol exists for the case where they prove fatal. We do not claim to have foreseen everything. We claim to have built a system that surfaces its own surprises in public and can be stopped if one of them is serious. For a civic experiment, that is the most that honesty allows us to promise, and we would rather promise 270