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Applied AI·October 17, 2026·1 min read

Gartner warns $3.5tn of AI infrastructure spending is at write-down risk

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A projected $3.5T of AI infra at write-down risk by 2030 is a warning that not everyone can be a full-stack “neo-cloud”—overbuild and misaligned capacity will get punished. If you’re signing long-dated compute or data center commitments, tie them to specific, validated workloads and revenue, not generic “AI demand.”

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If insurers believe AI-related claims can outrun current coverage limits, your real constraint becomes risk capital, not just compute or talent. Expect tighter exclusions, higher premiums, and more intrusive underwriting—operators need a clean risk story, logged controls, and clear incident playbooks or they will pay for the uncertainty in cash and deal friction.