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Applied AI·July 26, 2026·1 min read

Microsoft bet everything on AI. Is its North Star now a noose?

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If a company with Microsoft’s resources is experiencing its “hardest year” under an all-in AI strategy, smaller orgs should treat full-stack AI bets as high-volatility, not guaranteed upside. Anchor your own AI push to concrete business cases and risk limits, not to platform-level narratives.