Carol Lin(@CarolGLMs):Human + Agent Notes #004 Most people think AI will replace jobs. It may first replace departments. The real transformation isn’t one employee becoming more productive. It’s one person managing ten agents instead of ten people. The organization chart itself may change. Human → Agent Teams → Agent Organizations.

Carol Lin

@CarolGLMs

Builder @ . Building for the agent era where intelligence matters only when it works in the real world. enterprise@z.ai

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Carol Lin@CarolGLMs

2026.06.29 16:56

Human + Agent Notes #004# Most people think AI will replace jobs. It may first replace departments. The real transformation isn’t one employee becoming more productive. It’s one person managing ten agents instead of ten people. The organization chart itself may change. Human → Agent Teams → Agent Organizations.

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