Advocate-agent prototype / 25 sample profiles
Public signals, compared.
Each profile has a deterministic advocate that reads its two source notes, takes turns with another agent, and prepares an opt-in-gated proposal. Rankings order public-topic overlap, not dating compatibility.
25
People in the cohort
300
Possible pair simulations
50
Profile links in cohort
Profile directory
Inspect each two-link record, its source basis, and the signals used in matching.
25 profiles
| Person | Topic signals | Sources | Analysis basis | Actions |
|---|
Agent simulations
Select a profile, then inspect how its advocate compares each candidate.
Agent simulations
Ordered by shared and adjacent public topics
Rankings
Each shortlist is recalculated from the same topic-overlap rule when the cohort changes.
Topic ranking
Choose whose agent you want to represent.
Score method: 75 points maximum for overlap (Dice coefficient), plus 5 points per distinct related-topic bridge, capped at 25. Everyone is ranked regardless of gender or orientation. Neither is inferred. This is topic similarity, not an eligible dating match or a measure of attraction, relationship intent, or consent.