KERALA RISING · FROM EXPORTING PEOPLE TO EXPORTING IDEAS Appendix A: The framework on one page For the reader who has ten minutes, this is the whole argument. THE MECHANISM Cultural change is slow only when the feedback loop is missing. The loop has three parts: visible audit, economic reinforcement, institutional rivalry. AI now makes the first part. Verifying millions of small citizen actions; cost a fraction of a rupee each. Wire all three to any good behaviour and the S-curve inflects. THE ENGINE Four mechanisms that never change: a loyalty onramp (points at local shops) to get past the first actions; social capital and institutional rivalry (leaderboards, awards) to retain; creator voice (indexed, not published) for awareness and commerce, and a patron architecture (named, audited sponsorship) as the moat. The four compound; in operation they are inseparable. THE INSTITUTION AND THE STACK A permanent, state-controlled, Section 8 Civic AI institution under the AI Minister, a new kind of 318