What this event addresses.

• Welcome to the San Francisco — Community Event (Hosted by …) working session
• TODO -- SF Presentation 1 (SB-12: pending speaker confirmation)
• Sensor Calibration and Alignment at Series Production Scale: Where Calibration Drift Enters the Perception and Safety Evidence Pipeline
• TODO -- SF Presentation 2 (SB-12: pending speaker confirmation)
• Lidar, Camera, and Radar as Distinct Modalities: How Sensor Stack Architecture Decisions Affect Perception Model Design and Validation Scope
• Multi-Sensor Fusion Architecture — How Fusion Design Choices Shape Validation Scope and Calibration Dependency
• Lidar Sensor Economics at Series Production: What the Cost Curve Requires From OEM Programme Volume
• Calibration and Alignment at Production Scale — Where Calibration Drift Enters the Perception and Safety Evidence Pipeline