Tesla FSD

The FSD software suite has evolved through numerous versions, with each iteration improving the system's ability to handle complex driving scenarios. FSD v12, released in 2024, marked a major architectural shift to an end-to-end neural network that processes raw camera inputs and directly outputs driving commands, replacing much of the manually coded logic from earlier versions. By 2025, FSD v13 demonstrated significant improvements in highway and city driving with fewer interventions required.

Tesla's Cybercab, unveiled at the "We, Robot" event in October 2024, represents the company's purpose-built robotaxi platform. Unlike its existing vehicles that offer FSD as an add-on feature, the Cybercab is designed from the ground up as a dedicated autonomous vehicle without a steering wheel or pedals. Production of the Cybercab is targeted for 2026 at Tesla's new facility, with plans for a robotaxi network that would compete directly with Waymo.

The FSD program is led by Ashok Elluswamy, Tesla's Director of Autopilot and AI. Tesla's approach benefits from the largest real-world driving data pipeline in the industry, with its fleet of consumer vehicles logging billions of miles that feed into training its neural networks. Critics note that Tesla FSD still requires active driver supervision and has not yet achieved true Level 4 autonomy, but supporters argue that the data advantage and rapid iteration cycle will ultimately prevail.