
Earlier in the course you learnt how to verify AI: how to spot when an assistant is making things up. Today you learn the other half: how to drive it. AI assistants like ChatGPT, Claude, Copilot, and Gemini can genuinely speed up real work on your Something Real (drafting a pitch hook, critiquing a proposal, explaining a concept you can't quite teach back), but only if you prompt them well and decide for yourself what to keep.
Think for 30 seconds: the last time you asked an AI assistant for help with something real, was the first answer actually useful, or did you have to rewrite your prompt to get anything you could use? What did you change the second time?
AI assistants aren't magic. They're good at some specific things and bad at others. The five ideas below are what separate a wasted 10 minutes from a useful one.
| Concept | Why it matters | Example |
|---|---|---|
| Drafter mode — ask AI for a first version that you will then edit | A starter draft is always easier to improve than a blank page. Editing someone else's attempt also teaches you what "good" looks like. | Ask AI to draft three alternative one-sentence hooks for a pitch about a TY bake sale to help fund the Galway trip |
| Critic mode — paste your own work and ask AI to find specific weaknesses | You spot your own mistakes more easily when someone names them out loud. AI is a patient, free critic available at midnight before a deadline. | Paste your {{code:04_polished_proposal}} and ask AI to name three sentences that are unclear and say what would confuse a parent reading them |
| Explainer mode — ask AI to explain a concept at the exact level you need | If you can teach something back in two sentences, you actually understand it. That is the difference between freezing and answering confidently during your pitch. | Ask AI to explain "break-even point" at Junior Cert business level, distinguishing fixed costs (for example, table hire) from variable costs (ingredients), with a worked euro example |
| Prompt specificity — vague prompts give vague output; specific prompts with a role, an example, and real material give usable output | The gap between "help me with my pitch" and a draft you can edit is about 30 extra words in the prompt. | "Help me with my pitch" produces generic waffle. "Act as a school communications coach. Rewrite this opening in 25 words for my year head: [paste sentence]" produces something usable. |
| The honesty line — AI as support is fine; AI doing the work you were asked to do yourself is dishonesty | Critique, explanation, and draft-to-edit are support. Submitting AI output as your own is cheating. The rule of thumb: if the point of the task is that you learn the skill, AI can't do it for you. | Using AI to critique your own proposal draft is support. Pasting an assignment brief and submitting the AI's answer unchanged is dishonesty. |
You'll take one rough pitch sentence through all three AI modes (Drafter, Critic, and Explainer) using a sample TY bake sale for the Galway trip as the worked example. Then in the Portfolio Build you'll apply the same three modes to your own Something Real.
Prompting isn't a magic formula. Here's what to do when it isn't working.
| Issue | Solution |
|---|---|
| The AI gave me generic waffle that doesn't help | Your prompt was probably too vague. Add a role ("act as a …"), the real material (paste it in), and a constraint (word count, audience, level). Don't restart; refine the prompt you just sent by adding the missing piece. |
| The AI is confidently stating a fact that sounds wrong | AI hallucinates. Every factual claim you plan to use in your portfolio must be verified against another source, exactly like the work you did for your {{code:02_research_page}}. If you can't verify it, don't use it. |
| The explanation is still too confusing to teach back in two sentences | Ask one narrow follow-up targeting the exact part that confused you, for example, "I didn't get [X]; can you explain that bit with a different example?" Don't ask for the whole thing again from scratch; iterate. |
| AI is refusing to help or showing a warning | You may have framed the request in a way the tool reads as sensitive. Rephrase with the purpose clear (school work), the audience clear (my year head, my class), and the constraint clear (one paragraph, Junior Cert level). |
| I typed the prompt but the AI is still answering as if the placeholder was part of my question | Scroll back and check you deleted the [paste your chosen sentence] text (brackets and all) and replaced it with your own sentence. If not, send a new message: "Ignore my last message. Here is the real sentence: …" and paste your sentence cleanly. |
How to find your Explainer concept: scan {{code:05_project_budget}} or {{code:06_decision_chart}} and look for a word you wrote down but would struggle to explain to a parent in 10 seconds. If nothing jumps out, try one of these starters: break-even point, target audience, opportunity cost, margin, or any formula you copied from a classmate without fully understanding.
If time is tight: complete the Drafter and Critic rows in class — those are the highest-value cases for your pitch next lesson — and finish the Explainer row at home. A well-documented two rows beats three rushed ones.
| Mode | Prompt you sent | AI output (summary is fine) | Kept / Changed / Rejected — and why (one line) |
|---|---|---|---|
| Drafter | … | … | … |
| Critic | … | … | … |
| Explainer | first prompt + your follow-up | … | your own two-sentence teach-back |