Analyze real infotainment system error logs to help improve automotive AI models and raise the standard of diagnostic accuracy. Review raw vehicle communication logs, identify fault patterns, and produce clear, structured root-cause analyses aligned with engineering standards. You will review and interpret automotive infotainment system logs and trace signals and events to reconstruct the error sequence within the log timeline.