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ContextLensUnderstanding Through Context

Research & Analysis

Agents change who does the work, not whether it gets done

Task automation reshapes roles more often than it removes them - so far.

ContextLens Editorial Team

What happened

Agent-style tools were announced as replacements for whole jobs. Early deployment evidence is thinner and more ordinary: tasks move between people, and new coordination work appears.