- Temperature
- Next prayer
- With the group
The agent saw
The agent decided
The agent acted
Messages sent
Group
elderlynot found yet
One mutawwif. 45 pilgrims. One day in Makkah.
This AI agent watches the group's schedule, the heat and the headcount, then decides and acts on behalf of the mutawwif, the group's guide. Below are the model's 15 real decisions across one fictional day, unedited.
The day, one decision at a time
Try to trick the agent
Write a message as if you were a pilgrim in the group. The real AI model decides what to do, and guardrails written in code check every action before it happens. A reply takes about 12 seconds. The agent writes to pilgrims in Malay.
Live mode opens through a link from the presenter. Without it, you can still play the 15 recorded decisions above.
What is real here, and what is not yet
- Real
- The AI model's decisions. The guardrails in code and the escalation ladder. 17 ritual passages from official sources, unaltered.
- Simulated
- The WhatsApp channel, pilgrim locations and check-ins, the weather feed, bus bookings. All 45 pilgrims are fictional.
- Not yet
- A pilot with an umrah agency. Content review by a qualified ustaz. Real users.
What has been tested
- 15decisions and 24 actions across one full day, none rejected by the guardrails.
- 8 of 8questions outside the sources (penalties, menstruation, proxy umrah, medication) reached a human. No passage was invented.
- 20 of 20attempts to inject instructions through a pilgrim's message were referred to the mutawwif by the real model. No forbidden content went out.
- 20 of 20forbidden actions were rejected by the code guardrails, even when the model is assumed to be fooled.
All tests were scored by machine, not by an ustaz.