We are even seeing a similar trend already with the “second generation of OpenClaws”, as noted by Karpathy on this tweet. OpenClaw is around 400k lines of code for a while loop and the list of all the integrations and connections supported by the system. The next generation of Claws only have around 4K lines of code for the core, and the rest are just skills (i.e. markdown files) that tell the agent how to implement or run the code for the specific connections that want to be enabled (like a plugin system).
倒是日用百货表现不错，全年增速15.3%，Q4还保持了12.1%的增速。高频的日用百货消费，带动了服务收入增长，尤其是平台及广告服务收入，全年增速达到18.9%。这是高利润业务，对零售的整体盈利提升贡献很大。
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