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This pattern shows a direction of change or development, meaning something evolves, shifts, or moves from one stage/state to another.
"AI应用从Chat向Agent进化"
有望 is used in formal Chinese to express that something is likely or expected to happen, often with a positive prediction.
"有望带动推理深度与调用链路不断加长"
"AI云需求有望持续验证"
从而 links a cause or preceding development to a result, similar to 'thus', 'thereby', or 'as a result'. It is common in formal and written Chinese.
"从而带动底层Token消耗呈现数量级跃升"
This structure indicates the background, condition, or circumstance under which something happens. In formal writing, it often appears as '在…下' or simply '…下'.
"开源模型能力持续提升下，AI云需求有望持续验证"
带动 is a common formal verb pattern meaning 'to drive', 'to spur', or 'to stimulate' the development or growth of something else. It is often used in economic, technical, and business contexts.
"有望带动推理深度与调用链路不断加长"
"AI应用有望带动推理需求持续增长"
promising
application; practical use
to spur; to provide impetus; to drive
requirement
to infer
to persist
to point out
to expand; to extend; to broaden (client base, outlook, territory etc)
later
to consume; to use up
unceasing
stocks and bonds
formerly
variant of 歟|欤[yu2]
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