---
schema: 1
type: term
title: grounded
description: >-
  \\grounded\ — as used in the channel's captured material: tied entirely to the
  user-supplied documents in a notebook. A grounded AI model like NotebookLM
  answers only from the sources you provide, declines to answer about anything
  absent from them, cites the exact passages behind each response, and errs
  toward groundedness over open-endedness.\
canonical: 'https://liquidgold.cc/channel/everyinc/explore/term/grounded-9cf404340ce3'
markdown: 'https://liquidgold.cc/channel/everyinc/explore/term/grounded-9cf404340ce3.md'
llms: null
parent: 'https://liquidgold.cc/channel/everyinc/llms.txt'
channel: everyinc
updated: '2026-10-23T22:12:35.346Z'
language: null
children: []
---


# grounded

Canonical: https://liquidgold.cc/channel/everyinc/explore/term/grounded-9cf404340ce3

Parent: [Channel index](https://liquidgold.cc/channel/everyinc/llms.txt)

## Definition

\\grounded\ — as used in the channel's captured material: tied entirely to the user-supplied documents in a notebook. A grounded AI model like NotebookLM answers only from the sources you provide, declines to answer about anything absent from them, cites the exact passages behind each response, and errs toward groundedness over open-endedness.\

\On this channel, \grounded\ appears in the context of NotebookLM — Google's AI research assistant co-created by author Steven Johnson — and it names the tool's core design principle: everything the model says must be tied to the documents you provide. You open a notebook, upload \sources\ (journals, work documents, research quotes), and the model becomes an expert in exactly that material [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@612]. Johnson traces the idea back to the team's starting point: > “we really started with the idea like let's build a model that is fully grounded and then we'll really just stick to the facts” [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@118].\\Grounding shows up as \restraint\. When asked to speculate about Johnson's personality from his saved quotes, the model “hems and haws” and declines to go beyond the sources [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@1377]; ask about something \not\ in the notebook and it refuses to answer [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@1458]. Johnson says research mode deliberately errs toward \groundedness over open-endedness\ [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@1458]. In practice, grounding also means inline citations: every answer shows exactly which source passage generated it, and clicking jumps straight to the original quote [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@1032].\\One boundary worth knowing: grounding applies to what the model answers \from\, not how the content gets there. Loaded copyrighted material sits in the model's context window — it is \never used for training\ [^0cc0dd07-dc88-5d83-8cf7-2f6e48821796@841].\