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1M token context window — can process entire books, codebases, or datasets
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Native Workspace integration (Docs, Sheets, Gmail, Drive) = zero switching cost
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Google Search grounding gives agents real-time, accurate web knowledge
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NotebookLM directly competes with Helium's AIM knowledge management
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Agentspace targets enterprise workflows with full Google Cloud backing