Zenuity develops SW for ADAS and unsupervised AD, approaching AD with its safety heritage from Volvo Cars and Autoliv. Unsupervised Automated Driving is a huge challenge. Super-human performance needed. Safety verification by brute-force driving is not feasible. Deep learning can be utilized safely by: (1) parallel, independent channels with reduced functional safety requirements. (2) verification by dedicated testing and various forms of simulation of modules.
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