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Indicops

Future of Work

What changes for teams when AI does the first draft

When the first draft is free, the valuable skill becomes judgment. Organisations need to redesign roles around review, not production.

Indicops··3 min

The economics of knowledge work are inverting. Producing a draft — of code, a report, a reply — is approaching zero cost. What remains scarce is the judgment to accept, reject or redirect it.

Implications

  • Review becomes the core competence, and must be trained.
  • Throughput rises, so bottlenecks move to decision points.
  • Quality systems must evaluate outputs, not effort.

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