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Roman Naghshi

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04Source-grounded AIOctober 2024

NotebookLM Demonstration

Constrain the system before you trust the summary.

The practice

NotebookLM can organize documents, surface themes, answer questions across a selected corpus, and create audio overviews. Its value comes from grounding the interaction in sources you deliberately choose—and continuing to inspect those sources directly.

Watch on YouTube

What to carry into your work

  1. 01

    Build a deliberate, relevant collection of source material.

  2. 02

    Use generated summaries as navigational aids rather than final interpretations.

  3. 03

    Protect private, confidential, and institutionally sensitive information.

The ethical question

What assumptions entered the analysis through the sources you included—or excluded?

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