: Using advanced data and innovative design, the system adapts to the actual needs of the people using it, rather than forcing people to adapt to rigid schedules. Why "Public Top"?

: As of 2026, many of these "combined" models are transitioning from pilot phases to permanent city-wide fixtures.

: Achieving deeper alignment between different data modalities to create a more accurate public-facing model. 3. Public Engagement and Event Culture

: Continuous monitoring of files to detect "zero-day" threats and retrospectively alert administrators if a file previously thought safe is later identified as malicious.