One of the questions I keep returning to when thinking about AI in education is this: what do students need to do before they can responsibly use an AI-generated answer? Reading it carefully is a start.
Checking whether it sounds reasonable helps too. But students also need to examine its claims, open its sources, and decide whether the evidence supports what the answer says. These are skills we can teach through focused classroom activities.
That is why I created AI Fact Checking Activities for Teachers and Students, a guide with 12 printable activities for grades 6–12. The activities cover claims, citations, quotations, statistics, images, and missing context. Each worksheet gives students a specific verification task and space to explain their judgement.
Below, I introduce a few of the activities and explain how you might use them. You can download the full guide through the download link in this post.
Why teach students to fact-check AI answers?
Evaluation has long been part of critical thinking. In his Delphi Report, Peter Facione (1990) identified it among six core cognitive skills, connecting it to assessing credibility and examining the strength of reasoning. Teachers already develop these abilities through source analysis, research assignments, and media literacy lessons.
AI adds another reason to practise them. A response can be clearly written and confidently presented while containing an unsupported claim. A citation may be inaccurate, or a genuine source may be attached to a statement it does not support. Students need a process for examining these possibilities before using the material in their own work.
The guide treats AI output as a starting point for investigation. The same verification habits can also help students examine information encountered through search engines, social media, and news.
Start with a manageable fact checking routine
The guide opens with a six-step routine: identify the claim, name the evidence needed, find the original source, compare carefully, classify the result, and correct or qualify the wording.
I wanted students to have a process they could return to across different tasks. “Check the facts” can leave a learner unsure where to begin. Selecting one claim and deciding what would count as evidence gives that instruction a clear purpose.
The guide also includes six verification labels: supported, partly supported, unsupported, contradicted, unverifiable, and misleading. Students explain their choice and identify their evidence. This allows them to recognise that a claim can be too broad or missing context even when some of its details are accurate.
AI Claim Audit: examine the answer claim by claim
In AI Claim Audit, students work in pairs with a short AI answer. They number its checkable claims, select the three that matter most, and identify the evidence each would require. The worksheet also asks which claim carries the greatest risk if it is wrong.
This is a useful starting activity because it slows down the initial judgement of an answer. Students look at its individual statements and decide where verification should begin. The suggested time is 20 minutes, making it manageable within a larger lesson.
Citation Detective: investigate the reference
Citation Detective asks students to record an AI-supplied citation and search for an authoritative record. They compare the authors, publication year, title, journal or publisher, pages, and DOI or URL.
The task gives students practice distinguishing a genuine reference from one that is inaccurate, incomplete, or fabricated. It also encourages them to record how they reached that judgement. Searching unsuccessfully once may leave uncertainty; students need to explain what they checked and what they could establish.
Real Source Wrong Claim: check what the source supports
Finding a real publication is only one part of verification. In Real Source Wrong Claim, students examine whether the claim accurately represents the source. They compare the population, setting, method, outcome, and level of certainty, then rewrite the claim to match the evidence.
I consider this an especially important activity because the error can be easy to overlook. A reference may look convincing and lead to a genuine article. Students still need to read the relevant material and identify where the claim moves beyond it. The worksheet makes that comparison explicit.
Related: Critical Thinking Activities for Teachers
Trace the Statistic: put the number back in context
Trace the Statistic asks students to record a number exactly, including its units and qualifiers, and locate the earliest credible source they can find. They investigate who or what was measured, when, where, and how.
Students then consider whether the statistic has been rounded, generalised, or removed from context. Their final task is to write a more accurate version. This provides a concrete way to examine the relationship between a precise-looking number and the evidence behind it.
Build a Better Answer: use verification to revise
The final activity, Build a Better Answer, brings several of these habits together. Students audit an unreliable response, verify its central claims, and remove, correct, or qualify unsupported material. They produce a revised answer with traceable citations and a short uncertainty note.
I wanted the guide to carry students beyond identifying errors. Revision asks them to decide what can responsibly remain in an answer and how confidently it can be stated. The worksheet also asks them to explain what makes their version more trustworthy than the original.
Download the full guide
The full pack includes all 12 worksheets, along with a source quality checklist, a worked example, a student reflection page, and teacher notes. Other activities address quotations, images and captions, missing context, and comparisons between two AI answers.
The activities are organised into three levels: identify, verify, and evaluate and revise. You can choose a starting point that fits your students and curriculum. With limited device access, the guide suggests printing an AI response and relevant source excerpts so students can still complete the reasoning task.
Download the full AI Fact Checking Activities for Teachers and Students guide using the link in this post. Start with one activity, model the checking process, and give students time to explain what the evidence changed in their judgement.
