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Commentary: The stronger Astra gets, the more domestic robots must keep the execution layer in their own hands
OFweek Robotics
Using a real-world test report on SenseTime's Astra as its starting point, the article notes that Astra is outstanding at the planning layer (100% on LIBERO-Long++, 81.9% on RoboDojo), but real-machine operation exposes an architectural break between cloud inference's second-level latency and millisecond-level force-feedback closed loops; stacking bowls took an average of about 131 minutes and cost about 19 US dollars.
Part of the event: GPT-6 Astra Robot Manipulation Evaluation and New Benchmark Release
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