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The written version of this session, with the commands and templates to copy.
Already comfortable with ChatGPT and friends? Skip to the next session.
If you have never opened a chat AI, or you have but the words "model," "prompt," and "agent" still feel like a foreign language, this session is for you. Twelve minutes, no installing anything, just enough plain English to make the rest of the academy make sense.
A chat AI is a very well-read assistant that predicts a good next word, then the next one, then the next one, until it has written you a full answer. It learned this by reading an enormous amount of text. It is not searching the internet live and it is not thinking the way a person thinks. It is pattern-matching, extremely well, on what a helpful answer usually looks like.
That makes it genuinely good at drafting emails, summarizing a long document, explaining a term you do not know, and organizing a messy list into something usable. What it is not good at, on its own, is knowing your business. It has never seen your invoices, your client list, or your last board meeting, until you tell it. And because it is predicting likely-sounding text, it can say something confidently and wrongly. More on that below.
This academy uses three chat AIs, and they all do the same basic job: ChatGPT, made by OpenAI; Claude, made by Anthropic; and Grok, made by xAI. Different company, different name, same core idea, a text box you type into and an answer comes back.
You do not need all three. Pick the one tied to a subscription you already have, or are willing to get. The rest of this academy treats them as interchangeable for most sessions, and calls out the rare cases where it matters which one you use.
A chat AI writes text for you to read, copy, and use yourself. You ask, it answers, you take it from there.
An AI coding agent lives on your own computer and can go further: it can create files, run commands, and build small tools, not just describe them. Ask a chat AI to build you a simple booking page and it will describe how; ask an agent and it will actually write the files on your machine. That extra reach is exactly why the next few sessions have you install one.
Three things worth knowing before you rely on any of this:
Open any free chat AI in your browser and paste this:
Explain how a small business or nonprofit could use AI to save time on one everyday task. Give me three simple steps.
Read what comes back. Notice how it is organized, how confident it sounds, and whether anything in it makes you want to ask a follow-up question. That instinct, asking a follow-up instead of accepting the first answer, is most of what this academy trains.
You can say, in one sentence, what an AI coding agent adds that a chat box cannot (it can create files and run things on your computer, not just describe them), and you have run the try-it prompt above in at least one chat AI.
Template included: Members get a one-page plain-English glossary (AI, model, prompt, agent, hallucination, token, plan, terminal) plus the try-it prompt, ready to copy. Find it in your member dashboard under Templates.
Short on time? Agentic Quarks will implement this end to end, wired into your stack, and hand you the keys.
Already comfortable with ChatGPT and friends? Skip ahead to the next session. Everyone else, stay: twelve minutes of plain English, no installing anything, nothing to pay for, just enough so words like model, prompt, and agent finally make sense.
A chat AI predicts the next word, then the next, until it has a full answer, learned from an enormous amount of text. It is great at drafting and summarizing, but it has never seen your business, and it can sound confident while being wrong.
This academy uses three chat AIs that all do the same basic job: ChatGPT, made by OpenAI; Claude, made by Anthropic; and Grok, made by xAI. Pick the one tied to a subscription you already have. The rest of the academy treats them as interchangeable.
A chat AI writes text for you to read, copy, and use yourself; you ask, it answers, you take it from there. An AI coding agent lives on your computer and goes further: it creates files, runs commands, and builds small tools on its own.
Three things worth knowing before you rely on this. It can be confidently wrong, a mistake delivered in the same tone as a fact. Privacy is on you: never paste passwords or client details. Verify anything with money or a client's name attached.
Open any free chat AI and paste this: explain how a small business or nonprofit could use AI to save time on one everyday task, in three simple steps. Read the reply, notice how confident it sounds, and see if it sparks a follow-up question.
That is the real payoff: model, prompt, agent, and hallucination stop being jargon and start being words you actually use. Members get the full one page glossary and this exact prompt ready to copy, waiting in the template vault under Templates.
You are done when you can say, in one sentence, what an agent adds that a chat box cannot: it creates files and runs things on your computer. Run the try-it prompt in at least one chat AI, then move to the next session.
You just learned enough plain English to make the rest of this academy click: model, prompt, agent, hallucination. Session three gets practical: knowing your own computer, Mac or Windows, and the terminal window every AI tool eventually asks you to open.
Who this is for, what you need, and your first AI agent installed
7 sessions, 17 min of video, about 1.9 hours to do, 7 free.
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