If a self driving car sees a bicycle on the freeway, and it is not able to infer that the bicycle may be painted on a truck, it will be restricted to a recognition policy that is constrained by the probability of bicycles on freeways vs reliability of its object recognition.
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...and more, unfortunately
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Adaptive is key there. An individual human learns as they go, particularly from their errors.
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What's stopping the adaptive model dealing with absolutely everything in earths surface? And beyond?
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