AI Work Companion 概念机：以桌面时钟形态呈现，可自动生成日计划、监测专注度，并在周末生成「庆祝报告」，强调健康节奏与轻量化交互；
When the user starts speaking, the agent must immediately stop talking - cancel generation, cancel speech synthesis, flush any buffered audio. When the user stops speaking, the system must confidently decide that they’re done, and start responding with minimal delay. Get either wrong and the conversation feels broken.
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This is not limited to critical systems. Any non-trivial engineering project where bugs are expensive (which is most of them) accelerates when correctness is cheap.
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