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Kakao Mobility says Gangnam late-night autonomous driving data is competitive edge, to integrate E2E model this year

Kakao Mobility is shifting its autonomous driving development focus from collecting large volumes of driving data to selecting data from difficult situations, it said. Based on the data it has secured, the company plans to integrate perception and decision-making into a single end-to-end model within this year. An executive said the latest AI competition hinges on efficiently picking out hard data. The firm is classifying driving situations into five levels and prioritising rare edge-case data from higher levels.