---
schema: 1
type: term
title: _loops_ (cycles)
description: >-
  **_Loops_ (cycles)**: the practice of working with AI through repeated,
  iterative rounds — act on the model's output, review it, and continue the
  cycle — rather than through a single one-off prompt. In the channel's
  material, the term is used to describe how this looping pattern is reshaping
  knowledge work.
canonical: 'https://liquidgold.cc/channel/everyinc/explore/term/loops-cycles-25c125cfdca0'
markdown: >-
  https://liquidgold.cc/channel/everyinc/explore/term/loops-cycles-25c125cfdca0.md
llms: null
parent: 'https://liquidgold.cc/channel/everyinc/llms.txt'
channel: everyinc
updated: '2026-10-23T22:12:35.346Z'
language: null
children: []
---


# \_loops\_ (cycles)

Canonical: https://liquidgold.cc/channel/everyinc/explore/term/loops-cycles-25c125cfdca0

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

## Definition

**_Loops_ (cycles)**: the practice of working with AI through repeated, iterative rounds — act on the model's output, review it, and continue the cycle — rather than through a single one-off prompt. In the channel's material, the term is used to describe how this looping pattern is reshaping knowledge work.

On this channel, **_loops_ (cycles)** describes how AI-assisted work actually gets done: not as a single prompt with a single answer, but as a repeating **cycle of acting on the AI's output, reviewing it, and feeding the result back in** until the task is complete. The term is introduced to contrast with the older mental model of *one-off prompts* — the idea that interacting with an AI model is a discrete, question-and-answer exchange [^9a401cc8@0].In the channel's material, the shift from prompts to **loops** is framed as reshaping knowledge work itself. Instead of delegating one isolated request, the person working with an AI (for example, managing an AI tool as a kind of employee) stays engaged across iterations: they direct the work, inspect what comes back, and keep the cycle turning. That framing is what the episode uses to help viewers explore what hands-on building with tools like **Codex** looks like day to day [^9a401cc8@0].- **Loops (cycles)** means iterative, repeated interactions with AI rather than one-off prompts.- The term is presented as a change in how knowledge work is done, not just a coding technique.- The channel grounds the idea in real daily usage, such as managing an AI employee with **Codex**.