---
schema: 1
type: term
title: _deep research_
description: >-
  _deep research_ is an agentic AI research mode (as in ChatGPT) where the model
  autonomously searches the web and reads many sources to produce a long,
  multi-section written report on a prompt.
canonical: 'https://liquidgold.cc/channel/everyinc/explore/term/deep-research-c9bd5b32ad18'
markdown: >-
  https://liquidgold.cc/channel/everyinc/explore/term/deep-research-c9bd5b32ad18.md
llms: null
parent: 'https://liquidgold.cc/channel/everyinc/llms.txt'
channel: everyinc
updated: '2026-10-23T22:12:35.346Z'
language: null
children: []
---


# \_deep research\_

Canonical: https://liquidgold.cc/channel/everyinc/explore/term/deep-research-c9bd5b32ad18

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

## Definition

_deep research_ is an agentic AI research mode (as in ChatGPT) where the model autonomously searches the web and reads many sources to produce a long, multi-section written report on a prompt.

In this channel's material, **_deep research_** is an agentic AI research mode in tools like ChatGPT: you give it a prompt, and it autonomously searches the web, reads many sources, and produces a long, multi-section written report. Two conversations show it in action: - **Literature reviews with a librarian's limits.** Nadia Asparouhova has tried deep research for reviews and for surfacing readings she wouldn't have found on her own, but she reports that it still hallucinates papers and summarizes incorrectly — she hasn't felt comfortable letting go of her own verification, and frames the tool as a _librarian_ role requiring substantial curation on top. - **Real-life logistics at report speed.** Jonny Miller used it as a decision tool for his move to Costa Rica: a one-minute prompt produced a step-by-step relocation guide covering land purchase, notaries, residency, import taxes, and even moving the dog — half a small book, in about 15 minutes. He even vibe-coded an app called **Deep Background** that turns his notes and sources into an agent-friendly site he can hand to deep research. The shared lesson: deep research excels at breadth — discovering sources and assembling decision briefs — but you treat its output as a starting point, verify what matters, and add your own curation.