Electric Cars

Tesla is now undertaking the creation of its proprietary mapping infrastructure to address prevalent challenges within its "Full Self-Driving" (FSD) system. These issues include accurately interpreting speed limits, facilitating parking, and optimizing route navigation. The head of Tesla's artificial intelligence division elaborated on this strategic initiative during the company's Q3 2026 earnings discussion.

This represents a notable policy reversal for a corporation whose chief executive previously contended for years that autonomous driving systems dependent on mapping data were inherently fragile. This pivot indicates that Tesla's vehicle fleet is now fulfilling a role similar to Waymo's cars: systematically mapping roadways to provide the self-driving system with information it cannot reliably ascertain independently. While proponents of Tesla might highlight that Waymo's methodology employs lidar for generating high-definition maps, both companies are, at their core, developing their own mapping solutions. Arguments suggesting that Tesla's maps are less precisely defined or serve different operational purposes than Waymo's maps are ultimately unsubstantiated.

The shift towards an in-house mapping solution by Tesla marks a significant evolution in its approach to autonomous driving, moving closer to methodologies previously championed by competitors. This development suggests a broader recognition within Tesla of the critical role robust mapping plays in achieving reliable and safe self-driving capabilities, particularly in complex urban environments. The integration of fleet-derived data and AI-powered learning into this new mapping system has the potential to enhance FSD's performance and overcome persistent challenges that purely vision-based systems have encountered. This strategic realignment, while diverging from past rhetoric, aligns Tesla more closely with established industry practices for advanced autonomous vehicle deployment.

During its third-quarter 2026 earnings conference call, Tesla notably sidestepped a critical question from its shareholders. This unanswered query concerned the provision of complimentary hardware enhancements for owners of vehicles equipped with Hardware 3 (HW3), specifically addressing the path to achieving full, unsupervised Full Self-Driving (FSD) capabilities. Despite its prominence, being among the top-ranked questions submitted by investors, the company chose not to address it directly, leading to heightened scrutiny regarding its transparency and its long-term strategy for customers who have invested in FSD.

The specific question, which garnered significant support from shareholders, probed when HW3 owners would receive clear communication on whether they would be eligible for a no-cost computer upgrade to support unsupervised FSD, a feature they had paid for with the understanding that their current hardware was sufficient. This omission is particularly striking given that Tesla proceeded to answer questions of lesser shareholder priority. The company's silence on this matter fueled existing concerns about its legal obligations and its customer commitment.

Tesla's head of investor relations, Travis Axelrod, navigated through various other inquiries, including those related to Cybercab scaling, FSD deployment in customer vehicles, and Optimus robot unit economics. However, the pressing issue of HW3 upgrades remained untouched throughout the call. This deliberate avoidance suggests a reluctance to provide concrete answers, possibly due to the significant financial implications of retrofitting millions of vehicles or compensating affected owners. The lack of discussion on HW3, AI3, or retrofitting solutions during the entire call left many shareholders and customers feeling overlooked.

The second question that Tesla did address, concerning the timeline for unsupervised FSD in customer cars, received a response from Ashok Elluswamy, Tesla's head of AI. He indicated that FSD version 15, which will power Model Y robotaxis and the Cybercab, is expected to roll out to customers, with some vehicles potentially joining the robotaxi fleet by the second quarter of the following year. This projection, however, primarily applies to vehicles equipped with the newer Hardware 4 (HW4), implicitly excluding HW3 owners. Elon Musk himself previously acknowledged that HW3 lacks the necessary processing power to support unsupervised FSD, creating a disparity for millions of customers who purchased the FSD package based on earlier assurances.

Tesla's ongoing legal challenges are exacerbated by its ambiguous stance on HW3. The company faces multiple class-action lawsuits globally, including in the US, China, and Australia, in addition to a collective claim in the Netherlands involving thousands of HW3 owners. These legal actions stem from the unfulfilled promise that existing hardware would be sufficient for full self-driving. Documents from Dutch regulators further reveal that Tesla only sought approval for HW4 to enable FSD in Europe, underscoring the limitations of HW3. The distribution of a scaled-back FSD v14 “Lite” to HW3 owners, functioning merely as a supervised driver assistance system, falls short of the full self-driving experience that customers initially purchased for a premium.

The decision to bypass the HW3 question during the earnings call appears to be a calculated move. Every potential answer to this question carries substantial financial implications for Tesla, possibly involving the costly replacement of computer systems and cameras in an estimated four million vehicles, or providing monetary compensation to affected customers. Furthermore, any statement made on this issue could be used against the company in ongoing legal proceedings. By maintaining silence, Tesla might be attempting to mitigate short-term financial and legal risks. However, this strategy raises concerns about Tesla's commitment to its customer base and its transparency with shareholders, especially those who invested in FSD based on the premise of future full autonomy with their current hardware. The future resolution for HW3 owners remains uncertain, with the possibility that a definitive plan may only materialize through legal mandates rather than proactive company initiatives.