Esp. when it comes to automating problems that seem obvious to us, like seeing, reading, driving. Anyone can do these things; must be easy?
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Automated driving is all about the long tail, and that worries me.
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"... and the last 20% takes 80% of the time"
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80% working seems like "functional prototype that covers most of a common usecase and <1% of relevant edge cases"
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In autonomous driving you get 80% of the way there with 20% time and effort. The bulk of time is on those crucial final improvements.
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