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Applied AI·August 28, 2026·1 min read

Google Notebook is making big changes to usage limits

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Compute-specific limits that meter prompt “complexity” are a preview of how AI-native products will price—by resource burn, not just by seat or request count. If you’re building on third-party models, assume your own unit economics will inherit this complexity and design UX and pricing to make that legible to users.