Computer ScienceSlow-Fast Navigation Model Improves Urban POI ArrivalExplicit reasoning and pixel-goal anchors decouple cognition from control, raising POI arrival to 77.3% with a reported 35.0% gain.cs.AIcs.CVcs.ROJul 28, 20264 min2607.10383