Trust layer
August 17, 2026
Every stop now earns its badge — and says so when it can't
A stop marked CONFIRMED now has to be backed by a real provider record. Anything the engine can't verify is shown as an unverified suggestion instead of being dressed up as a booking. Events only appear when a real ticketing source has them — no placeholders, no invented listings.
- CONFIRMED is derived from a resolved venue, not from the model's own say-so
- Every grounded stop carries its provider and the time it was last checked
- Travel time and distance between consecutive stops, so the day is physically possible
- Weather past the forecast horizon is labelled a seasonal average, with a range instead of a false-precision temperature
- Costs are no longer compared across currencies — a ¥ total is not measured against a $ budget