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Mobility
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.
Mobility
Kakao Mobility upgrades end-to-end autonomous driving model, steps up Gangnam edge-case collection
Kakao Mobility will expand its autonomous driving operations in Seoul’s Gangnam district by increasing its Seoul Autonomous Car service fleet to 6 vehicles from 2 starting Aug. 20. It will also extend routes to protected zones for vulnerable road users. The company aims to collect more data on unexpected situations and feed it into AI training. Kakao Mobility said it has verified end-to-end autonomous driving technology and improved perception and processing speed.
Industry
Kakao Mobility launches hiring for autonomous driving R&D talent
Kakao Mobility is starting recruitment of R&D talent to internalise end-to-end autonomous driving technology, opening a new “Physical AI” tab on its hiring page. It is hiring for four core roles spanning hardware, electrical and electronic systems, and software including AI and SLAM, targeting candidates with at least 5 years’ experience. The company is running ongoing hiring, with an intensive recruitment period through March 29.