Unverified50% confidenceTradeoffExact time
Latency is a hard constraint for local inference, and interactive interfaces are far more sensitive to response speed than plain text conversations.
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50%
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Long-term
Relevance
10/8/2026
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Related Claims
UnverifiedHighly interactive inference is extremely sensitive to latency and latency stability, characterized by short requests, high concurrency, and strict requirements on time-to-first-token and inter-token latency.77% similarUnverifiedCascaded architectures suffer from latency accumulation, as the sequential execution of three modules increases response time and results in a less fluid conversational experience.74% similarUnverified在推理阶段输入内容通过并行化注意力机制一次性处理，而输出内容需自回归逐Token生成，无法并行化，构成大模型推理延迟的根本瓶颈73% similarUnverifiedEnabling thinking mode introduces longer response latency and higher token consumption.73% similarUnverified弹窗模式在处理复杂、长篇对话时可能显得局促，在快速召唤与深度使用之间存在权衡73% similar
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