Difficulty: Introductory | Prerequisites: Argumentative essay structure notes.
The exam uses a prepared stimulus on AI in education with ready-made counterclaim evidence (opponents' arguments) and supporting evidence (research sources favouring AI). Several questions test whether you can cite the right source for the right claim, refute a specific counterclaim with specific evidence, and explain AI's role as a tool that assists teachers rather than replaces them.
AI-powered feedback
Immediate, automated feedback provided to students by AI systems during learning tasks. The Stanford research specifically found that this improved students' conceptual accuracy.
In simple terms, the computer tells you what you got wrong straight away, so you learn faster.
Adaptive questioning
A feature of AI learning platforms that adjusts the difficulty or type of questions based on the student's performance, pushing them to solve challenging problems and think creatively.
Think of it as a tutor that notices where you struggle and gives you harder (or different) problems to build that skill.
Dr. Samantha (Enhancing Learning Outcomes with AI)
Key claim: AI improves instruction and frees up teacher time for meaningful participation and deeper conversations. This is the source you use to argue that AI assists educators rather than replaces them.
Journal of Educational Psychology
Key claim: AI platforms promote creativity through adaptive questioning and solving challenging problems. This is the source that directly refutes the counterclaim that AI inhibits creativity.
Stanford University Research
Key claim: Student conceptual accuracy improved after receiving immediate AI-powered feedback. Use this when asked what specifically improved for students (Q16, answer B).
International Society for Technology in Education (ISTE)
Key claim: AI increases student achievement levels compared to conventional teaching. Use this when asked what ISTE compares AI against (Q19, answer B: conventional teaching techniques).
The central question is whether artificial intelligence in education is beneficial or detrimental to overall learning outcomes. The exam provides both sides.
AI reduces human connection, which is crucial for social growth.
AI inhibits creativity by emphasising structured learning over inquiry.
Each source makes a distinct claim. Know which source answers which question:
Dr. Samantha: AI improves instruction, frees up teacher time for meaningful participation. Use this to argue AI assists (not replaces) educators (Q24).
Journal of Educational Psychology: AI platforms promote creativity through adaptive questioning and solving challenging problems. Use this to refute the counterclaim that AI inhibits creativity (Q21).
Stanford University: Student conceptual accuracy improved after immediate AI-powered feedback. Use this when asked what specifically improved (Q16).
ISTE: AI increases student achievement compared to conventional teaching. Use this when asked what the comparison point is (Q19).
The key argument (Q24) is that AI handles routine instructional tasks, which frees teachers to focus on what only humans can do: leading meaningful conversations, deepening student participation, and building relationships. AI is a tool that sits alongside the teacher, not a replacement for the teacher. Dr. Samantha's source is the primary evidence for this point.
Students often cite the wrong source for the wrong claim. The Journal of Educational Psychology is about creativity; Stanford is about conceptual accuracy; ISTE is about achievement versus conventional teaching. Mixing these up loses marks.
The counterclaim that AI "reduces human connection" is not the same as the counterclaim that AI "inhibits creativity." They are two separate opposing arguments, and the exam tests them independently (Q21 asks about creativity specifically).
Students sometimes argue that AI replaces teachers. The stimulus evidence says the opposite: AI frees up teacher time so teachers can do more meaningful work. Framing AI as a replacement contradicts the source material.
Q2 (10 marks) requires a complete body paragraph using this stimulus. You must include a topic sentence, counterclaim, concession, rebuttal with specific evidence, and a concluding sentence.
Q16 (2 marks, multiple choice) asks what Stanford's research found improved. Answer: conceptual accuracy (B).
Q19 (2 marks, multiple choice) asks what ISTE compares AI instruction against. Answer: conventional teaching techniques (B).
Q21 (4 marks) asks you to identify one specific piece of evidence that refutes the counterclaim that AI inhibits creativity. Answer: the Journal of Educational Psychology finding about adaptive questioning and solving challenging problems.
Q24 (4 marks) asks how AI assists educators rather than replacing them. Answer: cite Dr. Samantha on freeing up teacher time for meaningful conversations.
Fill in the blank: According to Stanford, AI-powered feedback improved students' ______. (conceptual accuracy)
True or False: ISTE compared AI instruction against online learning. (False. It compared against conventional teaching.)
Fill in the blank: The Journal of Educational Psychology found that AI platforms promote ______ through adaptive questioning. (creativity)
True or False: Dr. Samantha's research argues that AI replaces the role of the teacher. (False. It argues AI frees up teacher time for more meaningful participation.)
Fill in the blank: The two counterclaims against AI in education are that it reduces ______ and inhibits ______. (human connection; creativity)
Q: Identify one specific piece of evidence from the AI stimulus that refutes the counterclaim that AI inhibits creativity.
A: The Journal of Educational Psychology found that AI platforms promote creativity by pushing students to solve challenging problems and engaging them with adaptive questioning, which encourages creative thinking rather than restricting it.
Q: Based on the supporting evidence, explain how AI assists educators rather than replacing them.
A: According to Dr. Samantha, AI improves instruction by taking over routine instructional elements, which frees up teacher time. This allows teachers to focus on more complex human interactions such as leading meaningful conversations and increasing individual student participation, roles that AI cannot replicate.
Q: According to the Stanford research, what specifically improved for students?
A: Their conceptual accuracy improved after receiving immediate AI-powered feedback.
Q: What does the ISTE research compare AI instruction against?
A: Conventional teaching techniques.
The AI stimulus is the content used in the argumentative essay questions (Q2, Q21, Q24). Knowing the sources here is essential for writing the body paragraph in Q2, which also requires argumentative essay structure (topic sentence, counterclaim, concession, rebuttal). The rhetorical concepts of Logos apply here too: the supporting evidence is built on logical reasoning and research findings, making it a Logos-driven argument.
Related Terms / Search Tags: AI in education, artificial intelligence debate, learning outcomes, AI-powered feedback, adaptive questioning, conceptual accuracy, creativity, conventional teaching, Dr. Samantha, Journal of Educational Psychology, Stanford University research, ISTE, counterclaim, supporting evidence, ENL 5505, Periods in English Literature, FIU, argumentation and analysis