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by mariusor 1114 days ago
I always wondered, and don't remember seeing it specified one way or another, do self-driving AIs use any sort of temporal modelling for the environment?

A model which can use predictive behaviour for the objects that the visual part detects seems orders of magnitude better than one that just does visual detection from scratch. Seems like a huge wasted opportunity to have to model the world starting from zero for every frame they receive from the cameras.

Objects that pop-in and out of the field of vision due to occlusion or other reasons seem to trip Teslas (in at least some of the reported incidents), but even like that it's hard to believe that they didn't implement such an obvious improvement.