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opinion

3 stories we've shipped under this tag. Each is the actual link from the original issue — no rehashing.

• GM just laid off IT workers to hire those with stronger AI skills

  Signals enterprise AI hiring pressure hitting traditional IT roles; relevant if you're building internal tooling or workforce AI products for large orgs.

  industry

• An AI coding agent, used to write code, needs to reduce your maintenance costs

  Frames the right metric for AI coding ROI: maintenance burden, not velocity. Useful counterweight if you're justifying or scoping an AI coding tool adoption.

  tools

• Testing ads in ChatGPT

  Ad-supported AI changes incentive structures for answer quality; watch whether 'answer independence' holds under revenue pressure, as it did not for search.

  product