回到千问，虽然 CPS 模式在理论上比 CPM/CPC 对商家更友好，但实际商业化尚未启动，所有数据都来自补贴期。未来补贴的费用，会不会商家来出呢？从"AI 能帮你买东西"到"商家能在这里赚到钱"之间，还有一段路要走。
| AI Agent (curl / Python / Go) |，这一点在wps中也有详细论述
。谷歌对此有专业解读
做强“大通道”，重塑开放新优势——
Machine-learning systems learn by finding patterns in enormous quantities of data, but first that data has to be sorted, labeled, and produced by people. ChatGPT got its startling fluency from thousands of humans hired by companies such as Scale AI and Surge AI to write examples of things a helpful chatbot assistant would say and to grade its best responses. A little over a year ago, concerns began to mount in the industry about a plateau in the technology’s progress. Training models based on this type of grading yielded chatbots that were very good at sounding smart but still too unreliable to be useful. The exception was software engineering, where the ability of models to automatically check whether bits of code worked — did the code compile, did it print HELLO WORLD — allowed them to trial-and-error their way to genuine competence.，这一点在WhatsApp Web 網頁版登入中也有详细论述
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