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The Future of Tesla’s Full Self-Driving: Decoding Version 14 and the Role of Reinforcement Learning

Tesla stands at the precipice of a significant breakthrough with the anticipated release of Full Self-Driving (FSD) Version 14, which Elon Musk has touted as a step toward a sentient driving experience surpassing human capabilities. Musk’s vision is ambitious: to deliver a driving system that not only exceeds human safety but feels almost alive—"sentient" even. While he remains cautious about hardware commitments, the focus is on software advancements, particularly how Tesla plans to push its neural networks beyond what’s ever been achieved before.