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Applied AI·September 8, 2026·1 min read

AI ROI to Drive Capex Spending: Dudley

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If investors are already pushing AI ROI timelines out while still justifying heavy capex, the market is treating AI infra like long-duration industrial buildout, not quick-payback IT. Operators should separate “must-have” infra bets from speculative ones and be explicit about payback horizons with boards and investors.

Applied AI

‘I also want to feel the frontier’ — Gemini users are starting to think that Gemini Pro 4 won’t ever see the light of day thanks to the release of ChatGPT 6 Astra and Claude Fable 5.1

User anxiety about Gemini Pro 4 amid visible releases from ChatGPT 6 Astra and Claude Fable 5.1 shows how much perception of “frontier” is now a product marketing and cadence problem, not just a research one. If you’re shipping models slower, you need a clearer narrative and roadmap or risk losing developer mindshare before capability actually lags.