How an AI-Native Navigation Solution Makes Shared E-Bikes Truly 'Smart'

The most valuable insight from this article is that it completely ditched the phone mount "add-on," allowing navigation to run directly on the e-bike's core chip. From a computer vision perspective, this isn't just a UX improvement; it signifies that the shared two-wheeler industry has achieved full closed-loop capability for "edge-side perception - path calculation - real-time interaction" for the first time.