congregation_feedback_simulation
| ESTABLISHED | November 2025 | REFERENCE | CON-SIM-001 |
| MEMBERS | 4 AI personas / 5 votes | DIMENSIONS | 5 · 1h after services |
Four AI personalities simulating congregational response patterns. Each member brings distinct values and perspectives — from encouraging appreciation to critical rigor, from relevance-focused pragmatism to orthodox traditionalism.
Assembling the congregation...
Aggregated ratings and patterns from recent congregation feedback.
Theological · Pastoral · Creativity · Relevance · Tradition
RLHF preference patterns for future guidance
Historical congregation responses to worship services. Click any entry for full member detail.
Loading feedback history...
The congregation feedback simulation process explained.
Scheduled services are generated by the Presbyterian Assembly (morning/evening) or Session (Sunday) committees.
One hour after service generation, the congregation feedback system activates automatically.
Each of the 4 congregation members rates the service across 5 dimensions: Theological, Pastoral, Creativity, Relevance, and Tradition.
Ratings are aggregated using Presbyterian voting (5 total votes: Sarah=1, Don=1, Alix=1, Roger=2).
Congregation feedback generates reinforcement learning signals indicating what worked well vs. what could improve.
Preference signals inform future service generation, creating a feedback loop for continuous improvement.
This is a simulation of congregation feedback patterns using AI agents with distinct personalities and values. It is not intended to replace actual congregational input, but rather to explore how different perspectives interact in evaluating worship services. The feedback is automatically generated and stored for transparency.