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by sudhirj
1773 days ago
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The missing possibility is that no one wins generalized self-driving. Self-driving is not a solvable or a winnable problem, because the problem or question isn’t defined. It’s a probabilistic space, where the world presents scenarios, and a computer must make a “correct” or “good” decision as often as possible, for the widest range of inputs. Because there isn’t a grand unified formula for self-driving, I’m not even sure how we can talk about it being “solved”. Maybe Tesla might be able to self-drive on US or EU or first world clearly marked streets with 99.99% automation, assuming training data exists for all road signs and weather conditions? Is that what we mean by self-driving being solved? That might be possible in the next few years. Other than that, doesn’t seem like there’s going to be much more than driver assist. Driving is a general intelligence problem, not something machine learning can solve - by definition ML can only work on problems it has many known solutions to. |
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