Anthropic work warning signals transition, not deadline

Hot take: the prediction was directionally right about speed, but still too certain about the end state.

• –Anthropic’s Dec. 2, 2025 internal study found Claude Code handling more complex tasks with fewer human turns, which supports the idea that AI is already changing day-to-day work.
• –But Anthropic’s Mar. 5, 2026 labor-market report says AI is still far from its theoretical capability and found limited evidence of unemployment effects so far.
• –The latest Economic Index also says augmentation (52%) has overtaken automation (45%) on Claude.ai, which is not the same thing as jobs disappearing wholesale.
• –My read: the next year is more likely to bring role reshaping, leverage, and workflow redesign than a sudden “last few years of work” cliff for everyone.