As self-driving technology steadily advances, the prospect of fully autonomous vehicles promises to transform our daily commutes, reduce traffic accidents, and usher in a new era of mobility. Yet, amid headlines of technological breakthroughs and real-world pilot programs, a critical question remains: Can we truly trust autonomous driving systems? In this article, we delve into the current state of autonomous driving, examine the key technologies that underpin the promise of self-driving cars, and assess whether these systems can be trusted to safely navigate our complex roadways.