# AI village: answer summary

The full deliverable is **[REPORT.md](REPORT.md)**; the interactive, replayable diffusion map is **[map.html](map.html)**.

Result in one line: in a town of 8 subagent-powered personas over one simulated day, a plain leaflet given to the cafe owner (who was already hunting for a produce supplier) reached **5 of 8** people by evening; the same leaflet given to a student reached **1 of 8**, and adding a refer-a-friend incentive to the student's leaflet still reached **1 of 8**. Every "yes" in the end-of-day interviews was verified against the persona's memory stream; no yes was hallucinated.

Assumptions made where the brief was open: the town, personas, product and ad copy are my own; the three runs share the same day plans (generated before the ad was seeded) so that only the ad variation differs; relevance in retrieval uses keyword cosine rather than embeddings because no embedding model was available. All simplifications and caveats are listed in the report.