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Anthropic's employment data reveals how AI is restructuring work: the company has slowed hiring for junior technical roles while AI agent hours now outnumber employee hours 6-to-1, and productivity per worker has surged as employees adopt AI tools. However, human attention has become the bottleneck, forcing employees toward "meta-work" like monitoring AI outputs, while hiring managers now prioritize autonomy and judgment over technical expertise. Anthropic has established systems to identify at-risk jobs and redeploy workers internally as roles evolve.
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