The benefit extends beyond AI optimization. Structured content is easier for human readers to scan and comprehend too. People increasingly skim content rather than reading every word, and clear structure helps them extract key information quickly. When you optimize for both AI processing and human scanning through better structure, you improve the experience for all visitors while increasing AI citation rates.
The history of most human gestures is never written down, precisely because it is something we learn before literacy or memory and thus something we take entirely for granted.
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针对此问题，新的 DualPath 打破了常规的单线传输限制，允许历史数据先通过闲置通道进入「生成回答」模块，随后利用集群内部的高速网络，瞬间转发给「处理输入」模块。
一个是2026年初，印奇说将用12-15个月孵化“有意思”的AI硬件，为“软硬一体”补上拼图。