VLA擅长将复杂的图像与语言信息交织,按照习得的“套路”推演动作。然而,其结构性短板也随之浮现:在处理细致的物理操作和力觉反馈时,VLA往往难以精准预判后果,比如“把杯子放到桌沿”、“既不滑下去也不把水洒出来”。
The real challenge was managing the economics while bootstrapping the business without investors. Figuring out how much to invest in marketing versus distribution and how to approach retailers without overspending. Balancing growth with limited resources forced me to prioritize, experiment and get creative with every dollar.
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