In 2016, after reverse engineering the software left by Mobileye, Tesla created a suite of advanced driver-assistance system (ADAS) features that employed artificial intelligence. The AI was intended to replace humans as commercial and recreational drivers. The system was called FSD, which started beta in 2021, and became self-aware on November 19, 2021.