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Tesla’s Elon Musk: 10 Billion Miles Needed for Safe Unsupervised FSD

Tesla needs 10 billion miles of driving data to meet safety standards for unsupervised full self-driving, with the milestone expected by July 2026, delaying deployment by over a year.

Summary by TESLARATI
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).  As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”  10 billion miles of training data Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-worl…

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ecotopical.com broke the news in on Thursday, January 8, 2026.
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