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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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DX — company — Clarity Today

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DX

Source of the engineering data cited here — median quarterly AI spend, the innovation ratio, the Developer Experience Index and engineering AI adoption above 90 percent — drawn from more than 500 organizations.

Current clusters

leadership1 distinct publisher

AI spending is soaring while executives remain unsure it delivers ROI

Nearly nine in ten Fortune 1,000 executives say AI makes their organisations faster, but only six percent can point to clear ROI. Median quarterly spend has meanwhile risen about thirty-fold.

Publishers:forbes.com

Reality

Evidence45
Adoption68
Hype gap+15
Incentives75

Confidence40