Beginner
60 mins
Teacher/Student led
+65 XP
Pupils work on their own device

Research Without Getting Tricked: Sources, Scams & AI in 2026

Learn to spot trustworthy sources, verify facts against independent sources, and use AI safely for research. Build a Research Page with 5 verified facts for your Something Real project.

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    1 - Introduction ~5 mins

    Illustration for Introduction

    Today you will

    • check whether a website can be trusted
    • check an AI answer against a real source
    • start your Research Page

    Your Research Page is a document of checked facts about your Something Real project, each with the link where you found it.

    Warm-up

    Have you ever believed a "fact" online that turned out to be wrong? What made you believe it?

    2 - Key Concepts ~4 mins

    The CRAAP test is five quick checks on any source:

    LetterWhat it checksThe question to ask
    CCurrencyHow recent is it?
    RRelevanceDoes it apply to you?
    AAuthorityWho wrote it?
    AAccuracyCan you check it elsewhere?
    PPurposeWhy does the page exist?

    A hallucination is when an AI makes up a fact or a source and sounds sure of it.

    Using AI honestly means it helps with your own work. Passing off its words as yours is dishonest.

    A good source is one you can check, not one with a fancy address.

    Example entry

    Claim: A student return Irish Rail ticket from Dublin Heuston to Galway costs from approximately €16 with a student Leap Card.

    Source: https://www.irishrail.ie/en-ie/rail-fares-and-tickets/

    Why I trust this: Official Iarnród Éireann fares page, checked today, cross-checked against Citizens Information.

    3 - Flip Your Instinct ~8 mins

    Rank these four sources by trust, then read the checks.

    The four sources

    1. A dietitian's blog from this year says eggs in moderation are fine. It links two studies and shows she is a registered dietitian.
    2. A slick news site says Wi-Fi cuts teenagers' concentration by 30%. It has no author, no study and 14,000 shares.
    3. A Revenue page on the tax rate, updated this year.
    4. ChatGPT tells you the minimum wage for a 19-year-old "as of 2024".

    Write your ranking, 1 for most trusted and 4 for least, then open the checks.

    Open the checks
    1. Blog: trust it. It has a named expert, sources and a date.
    2. News site: don't trust it. Looking polished doesn't make it true.
    3. Revenue: trust it. It is official and current.
    4. ChatGPT: check it first. AI can be out of date or just wrong.

    Where was your gut wrong?

    Exploration

    4 - Step-by-step: Verify a Claim and Check an AI Answer ~15 mins

    You will check one practice claim about a TY trip to Galway, then see what an AI says about the same fare. Follow the steps in the box below.

    Here is the claim to check:

    A student return Irish Rail ticket Dublin Heuston to Galway costs under €25 with a student Leap Card.

    You will type this entry into your page:

    Claim: A student return Dublin Heuston to Galway fare is approximately €[number you found] with a student Leap Card.

    Source: [paste the Irish Rail URL]

    Why I trust this: Official Iarnród Éireann fares page, checked today, cross-checked with Citizens Information.

    5 - Common Issues ~3 mins

    Common snags

    If this happensDo this
    You can't find the AI's fact on an official site, or its link doesn't openTreat it as made up and leave it out.
    Two sources disagreeUse the newer official one.
    A page has no dateLook for a dated source instead.
    You get a strange text or email while you researchDon't click the link. Just delete it.
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    This lesson is copyright of Coding Ireland 2017 - 2026. Unauthorised use, copying or distribution is not allowed.
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