It is not an easy task. Chelsea briefly thought they had their rising star when they hired Graham Potter in September 2022, only for his reign to end after seven months. Now there is hope that Liam Rosenior can become Chelsea’s answer to Arteta. Rosenior is young, confident, talented and a little unconventional in the way he presents himself. It is early days but the 41-year-old has made an encouraging start, winning eight of his first 12 games, and has transmitted enough authority to keep jibes about his inexperience at bay so far.
问题在于，具身智能没有大模型那样的数据体量去覆盖所有光照变化。但换个思路，如果模型能关注局部信息——比如只锁定每瓶水的外观特征，而不关心背景、光线、桌子颜色——就能避免被全局变化干扰。这正是我们做“热力图”的出发点：让模型聚焦操作对象本身，而不是整个画面。
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