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Applied AI·October 21, 2026·1 min read

AI Boom Has Years to Run Before Risks Bite, Chiavarone Says

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If major allocators see multiple years of AI infra buildout before a real bubble risk, capital for GPUs, power, and data centers is likely to stay loose. For operators, that’s a window to lock in long-term capacity and partnerships—assume pricing power shifts toward scarce inputs like power and land, not just chips.

Applied AI

Demis Hassabis says he expects AGI within two to three years, down from his three-to-five-year prediction earlier in 2026, and discusses AI's science potential

When a leading lab compresses its AGI timeline from 3–5 years to 2–3, your planning horizon just got pulled forward whether you believe the forecast or not. Treat this as a scenario input: stress-test your IP, regulatory, and workforce assumptions against a world where frontier capability steps up meaningfully before 2030.