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by xiphias2 2682 days ago
Did you really expect Tesla to launch full driving? They started with being 5 years behind Waymo and without lidars or high resolution mapping, precise GPS sysyem that Waymo has...basically Elon wanted the impossible.

At the same time Andrej dropped out the idea of a fully learned end-to-end model (that's just impossible with the current deep learning technology), and started replacing the somewhat working heuristics with machine learning methodically one-by-one. Also he ramped up the data gathering pipeline.

He needs to build the full simulation, agent systems that can simulate other drivers/humans, implement reverse reinforcement learning...there's so much to do where Waymo is far ahead (but Tesla is ahead in data gathering).