Tesla Makes Full Self-Driving Feedback Mandatory to Improve AI Training Data

Summary

Tesla has made it mandatory for drivers to provide feedback every time they intervene on Full Self-Driving (FSD), a significant shift from the previous optional system. The change, which arrived with FSD v14.3.2 in late April, requires drivers to select a feedback category (Preference, Discomfort, Navigation, or Critical) or record a voice note before the prompt clears from the screen—there is no dismiss button or automatic timeout.

The move reflects Tesla's need for cleaner training data to improve its autonomous driving AI system. With nearly 500,000 active FSD subscribers generating $546 million in annual recurring revenue and 10 billion FSD miles driven, Tesla has a massive crowdsourced data network. By forcing explicit categorization of every intervention, Tesla gains more valuable data points to diagnose failure modes and improve the system.

However, the change has drawn criticism from drivers and observers. Safety concerns have been raised about the persistent on-screen prompt appearing immediately after disengagement—exactly when the driver's full attention should be on the road. Additionally, some drivers report that the available feedback categories don't always match the actual reason for intervention, leading them to select options randomly just to clear the screen, which defeats the purpose of the data collection.

Tesla has already iterated on the design three times in rapid succession, refining the UI and feedback categories based on user feedback. The latest version makes the dialog smaller and allows access to other vehicle controls, but the core issue of forced interaction during potentially critical moments remains a source of friction.

• Tesla has iterated on the design three times, showing the feature wasn't fully tested before deployment