Google ★★ Frequent Hard RAGLong ContextNotebookLM

G3 · Design NotebookLM G3 · 设计 NotebookLM

Verified source经核实出处

NotebookLM is a Google public product (notebooklm.google). Interview reports on Blind 2025. Credibility B.

Key decisions关键决策

  • **Hybrid strategy**: small notebooks fit full context (Gemini 2 M); large use chunked RAG.**混合策略**:小 notebook 直接塞全文;大的用 chunk-RAG。
  • **Forced citation** to spans: model emits offsets; UI renders inline click-through.**强制引用到片段**:模型输出偏移;UI 内联点击跳转。
  • **Audio overview**: a separate TTS pipeline generates 2-speaker podcasts.**音频概览**:独立 TTS 流水线生成双主持播客。
  • **Source-only grounding**: off-source claims disabled by system prompt + classifier.**仅引用源**:系统提示 + 分类器阻止脱源。

Follow-ups追问

  • Privacy? per-notebook tenancy, no training on user data.隐私?每 notebook 租户隔离;不用于训练。

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