# AI glossary cheat sheet: the 30 terms you meet most

> A free one-page cheat sheet of 30 AI and automation terms in plain English: models, prompts, n8n workflows, apps and data.

Source: https://learn.ynteractive.com/content/cheat-sheets/ai-glossary-top-30 · Updated 2026-10-01 · Free from Stepthrough (https://learn.ynteractive.com)

[Topic cheat sheet](https://learn.ynteractive.com/content/cheat-sheets#kind-topic) · One page · US letter · [ChatGPT](https://learn.ynteractive.com/content/tool/chatgpt) · [n8n](https://learn.ynteractive.com/content/tool/n8n) · [Lovable](https://learn.ynteractive.com/content/tool/lovable)

By [Robert Breen](https://learn.ynteractive.com/content/about) · Published October 1, 2026 · From the free lesson [Prompt Writing 101: Role, Context, Task, Format](https://learn.ynteractive.com/content/prompt-writing-101-role-context-task-format)

A free one-page cheat sheet of 30 AI and automation terms in plain English: models, prompts, n8n workflows, apps and data.

[Download the free PDF (61 KB)](https://learn.ynteractive.com/content/cheat-sheets/ai-glossary-top-30.pdf)Print this sheet

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AI glossary cheat sheet: the 30 terms you meet most

Thirty AI and automation words from the free lessons, each in one line from the Stepthrough glossary.

## AI basics

**Generative AI**

Creates new text, images or audio from a prompt.

**Large language model (LLM)**

The AI that reads and writes text behind ChatGPT.

**AI model**

The trained engine an AI tool runs on.

**Token**

A small chunk of text; API usage is counted in tokens.

**Context window**

How much text a model can consider at once.

**Hallucination**

A confident answer that is false or unsupported.

**Knowledge cutoff**

The date a model's training data ends.

**Training data**

The text, images or examples a model learned from.

## Prompting

**Prompt**

Your request plus the facts or files to use.

**Role, Context, Task, Format**

Who writes, the facts, the job, the answer's shape.

**Prompt template**

A proven prompt with blanks for details that change.

**Few-shot prompting**

Give a few examples so AI copies the pattern.

**Output format**

The answer's length, order, layout and sections.

**Prompt constraints**

Rules like word limits and "don't invent details."

**Iterative prompting**

Improve an answer with specific follow-ups.

**Grounding**

Tie the answer to facts you provide or a trusted source.

## Automation and n8n

**Automation**

Software does a repeatable task on its own.

**Workflow**

A saved chain of steps, from trigger to result.

**Trigger**

The event that starts a workflow, like a form.

**Node**

One step in an n8n workflow, like sending an email.

**Webhook**

A URL that waits for data, then starts a workflow.

**AI agent**

Decides what to do and uses tools to do it.

**Tool calling**

The model asks software to act, like adding a row.

**Human in the loop**

A person reviews or approves AI work before it takes effect.

## Apps and data

**API**

Lets one app ask another for data or tell it to act.

**API key**

A secret code letting software use your account.

**JSON**

The plain-text format apps use to send structured data.

**Google Sheets**

Used as a database: tabs as tables, row 1 as field names.

**Lovable**

An AI app builder: plain English in, web app out.

**PII**

Details that can identify a person. Leave out what the task doesn't need.

**Remember:** If an AI answer sounds sure but you can't trace it to your facts, check it.

Practice it free: [Prompt Writing 101: Role, Context, Task, Format](https://learn.ynteractive.com/modules/prompt-writing-101) at learn.ynteractive.com/modules/prompt-writing-101. This sheet: learn.ynteractive.com/content/cheat-sheets/ai-glossary-top-30. Businesses in the lesson examples are made up. By Robert Breen, October 1, 2026.

## Practice it in the free lesson

**Prompt Writing 101: Role, Context, Task, Format**. Ask ChatGPT for the same customer email twice, once vaguely and once with a four-part prompt, and see exactly why structure gets a better answer. You do every step yourself in a practice copy of ChatGPT, it checks your work as you go, and “Do it for me” finishes any step you get stuck on. Free, and nothing touches your real accounts.

[Start the free lesson](https://learn.ynteractive.com/modules/prompt-writing-101)

[Or read the full step-by-step guide](https://learn.ynteractive.com/content/prompt-writing-101-role-context-task-format)

## Lessons on this sheet

- [Prompt Writing 101: Role, Context, Task, Format](https://learn.ynteractive.com/content/prompt-writing-101-role-context-task-format): Ask ChatGPT for the same customer email twice, once vaguely and once with a four-part prompt, and see exactly why structure gets a better answer.
- [n8n AI Agent Tutorial: Save Social Media Ideas to Google Sheets](https://learn.ynteractive.com/content/n8n-ai-agent-tutorial-google-sheets): Build an AI agent for BrightPath Marketing that generates social media post ideas and saves them to Google Sheets — chat trigger, AI Agent, system prompt, model…
- [Lovable + n8n: Build a Web App with an AI Backend](https://learn.ynteractive.com/content/lovable-n8n-web-app-ai-backend): Build a contact form in Lovable and connect it to an n8n workflow — webhook trigger, AI Agent, Google Sheets, Gmail, and a Respond node that ties it all together.

## Related terms

Plain-English definitions, each with an example from a free lesson.

[Generative AI](https://learn.ynteractive.com/content/glossary/generative-ai) · [Large language model (LLM)](https://learn.ynteractive.com/content/glossary/large-language-model) · [Hallucination](https://learn.ynteractive.com/content/glossary/hallucination) · [Prompt](https://learn.ynteractive.com/content/glossary/prompt) · [Role, Context, Task, Format](https://learn.ynteractive.com/content/glossary/role-context-task-format) · [Workflow](https://learn.ynteractive.com/content/glossary/workflow) · [AI agent](https://learn.ynteractive.com/content/glossary/ai-agent) · [Human in the loop](https://learn.ynteractive.com/content/glossary/human-in-the-loop)

[The full AI glossary](https://learn.ynteractive.com/content/glossary)

## Related prompts

- [Buyer inquiry reply prompt](https://learn.ynteractive.com/content/prompts/buyer-inquiry-reply-prompt): Reply to a buyer's listing inquiry from your facts sheet: fees, rules and showing times, with sources instead of opinions on…
- [Discovery call prep prompt](https://learn.ynteractive.com/content/prompts/discovery-call-prep-prompt): Prep for a discovery call with a ChatGPT prompt that separates what you know from what you're assuming, then gives open…
- [Email subject lines prompt](https://learn.ynteractive.com/content/prompts/email-subject-lines-prompt): Get ten honest subject lines for a finished email, each with preview text and a character count, grouped by approach so you can…
- [Listing description prompt](https://learn.ynteractive.com/content/prompts/listing-description-prompt): Write listing remarks and a social caption from your verified property facts, describing the home and never who should live…

[All free prompt templates](https://learn.ynteractive.com/content/prompts)

## More cheat sheets

- [Lovable + n8n Form Flow Cheat Sheet](https://learn.ynteractive.com/content/cheat-sheets/lovable-n8n-form-flow): A free one-page cheat sheet: a Lovable form posts to an n8n webhook, and an AI Agent logs it in Google Sheets and replies by Gmail.
- [n8n AI Agent to Google Sheets Cheat Sheet](https://learn.ynteractive.com/content/cheat-sheets/n8n-ai-agent-google-sheets): A free one-page cheat sheet for an n8n AI agent: chat trigger, AI Agent, system message, OpenAI model, Simple Memory and a Google Sheets tool.
- [Role, Context, Task, Format Prompts Cheat Sheet](https://learn.ynteractive.com/content/cheat-sheets/role-context-task-format-prompts): A free one-page cheat sheet: the four parts of a good prompt, a vague vs four-part example and a fill-in template you can save and reuse.

[All free cheat sheets](https://learn.ynteractive.com/content/cheat-sheets) · [All free tutorials](https://learn.ynteractive.com/content)
