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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Replying to @Plinz
What are a human's constraints in this scenario by contrast?
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Replying to @MatMcGann
Humans know that they always live in a possible world, which does not have to be a probable one.
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Replying to @Plinz @MatMcGann
Many people are surprised and react suboptimally to improbable events. Particularly where they have not previously encountered it, nor imagined it might happen.
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Replying to @DoqxaScott @MatMcGann
Of course, as they should (we prepare mostly for probable events). But we have a unified adaptive world model that can in principle deal with the full meso structure of almost everything that can possibly happen on our planetary surface.
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Jesus!
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