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Beyond the first AI answer: compare, verify, and explain

A template where students use three different generative AI tools to summarise the same assigned reading or scholarly source and critically compare the outputs for accuracy, completeness, and reliability. Students then create their own evidence-based explainer of a key concept from the article, which peers review using structured criteria.

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Created by:

Fanny Tsai

UC Irvine

Pedagogy

Peer Review

Learning outcome

Prep time

Intermediate (10-30 min)

Learning tool

Peer Review

Why this learning activity?

Learning activities targeting high-order skills like this one can help you activate students more effectively. This learning activity will help you with:

Critical AI Literacy

Students will develop the ability to critically evaluate AI-generated outputs by comparing summaries from three different tools against the original source, identifying errors, oversimplifications, and missing information.

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Disciplinary Reasoning and Communication

Students will apply their own knowledge and judgment to communicate a key concept from a scholarly source accurately and accessibly in their own words, moving beyond AI-generated responses.

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Constructive Peer Feedback

Students will develop peer feedback skills by reviewing classmates' explainers using structured criteria covering clarity, accuracy, accessibility, and audience alignment.

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Activity setup

Activity steps Activity goals Tools used In this activity

Beyond the first AI answer: compare, verify, and explain

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Activity steps

Read instructions: Students read the activity instructions and familiarise themselves with the task and submission requirements.
Submission: Students use three different generative AI tools to summarise an assigned assigned reading or scholarly source, compare the outputs for accuracy, clarity, completeness, and usefulness, verify claims against the original, and submit their own explainer addressing a key concept, claim, or question from the article.
Peer review: Students review their peers' explainers using structured criteria covering clarity, accuracy, accessibility, and audience alignment, identifying one strength and one specific suggestion for improvement.
Received reviews: Students read the peer feedback they have received on their explainer.
Grading: Students receive a grade based on their submitted explainer and the peer feedback they provided.

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Learning tools

Peer Review

Stimulate lifelong learning with peer feedback

In this activity

This interdisciplinary activity invites students to look beyond the first AI-generated answer, using three different generative AI tools to summarise the same scholarly source and critically compare the outputs for accuracy, clarity, completeness, and usefulness.
Students verify important claims against the original source, identifying errors, missing information, and oversimplifications — developing the habit of using AI as a starting point rather than a final answer.
Students create their own explainer — as a short video, narrated slides, or written response — communicating a key concept, claim, or question from the source in their own words, addressing what the idea is, why it matters, and what questions or implications it raises.
Peer review is structured around the CAAA criteria: Clarity, Accuracy, Accessibility, and Audience Alignment, with each reviewer identifying one strength and one specific suggestion for improvement.
The activity is designed to be adaptable across disciplines — instructors can adjust the source, AI tools, audience, format, and length to suit different course contexts and levels.

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