Talking About Artificial Intelligence

Active learning helps students unpack the nuances of how language shapes our understanding of AI. When students engage directly with texts, debates, and role-plays, they move beyond abstract definitions to see how word choices influence perceptions, ethics, and even identity. This hands-on approach makes abstract concepts tangible while building critical literacy skills.

• JC 2
• English Language
• 4 activities
• 30 min–50 min

Learning Objectives

1. Analyze literary and cinematic depictions of AI and robots to identify common linguistic patterns and their impact on audience perception.
2. Critique the use of anthropomorphic and mechanistic language in describing AI, evaluating its ethical implications for human-machine relationships.
3. Synthesize arguments about how evolving AI language might influence societal views on consciousness, creativity, and human identity.
4. Compare and contrast the portrayal of AI in fictional narratives versus its current technological capabilities, citing specific examples.

Philosophical Chairs

⏱ 45 min·Small Groups

Text Analysis Carousel: AI Portrayals

Prepare excerpts from sci-fi stories and movie scripts describing AI. In small groups, students rotate through stations to highlight human-like versus machine-like words, then share findings on a class chart. Conclude with a whole-class vote on most persuasive terms.

Prepare & details

How do movies and stories describe AI and robots?

Facilitation Tip: For the Vocabulary Mapping activity, use colored markers to visually separate anthropomorphic terms from mechanistic ones for clarity.

Setup: Room divided into two sides with clear center line

Materials: Provocative statement card, Evidence cards (optional), Movement tracking sheet

• Analyze
• Evaluate
• Self-Awareness
• Social Awareness

Philosophical Chairs

⏱ 30 min·Pairs

Debate Pairs: AI as Human or Machine

Pair students to debate using prepared language prompts: one side argues for anthropomorphic terms, the other for mechanical. Each pair presents key quotes from media, then switches sides. Teacher facilitates with timer and rebuttal rounds.

Prepare & details

What words do we use to make AI seem human-like or machine-like?

Setup: Room divided into two sides with clear center line

Materials: Provocative statement card, Evidence cards (optional), Movement tracking sheet

• Analyze
• Evaluate
• Self-Awareness
• Social Awareness

Philosophical Chairs

⏱ 50 min·Small Groups

Role-Play Workshop: Robot Interviews

In small groups, students script and perform interviews with fictional AI characters, choosing words to make them seem empathetic or efficient. Peers critique language choices for bias. Record sessions for self-review.

Prepare & details

How might AI change the way we live and work?

Setup: Room divided into two sides with clear center line

Materials: Provocative statement card, Evidence cards (optional), Movement tracking sheet

• Analyze
• Evaluate
• Self-Awareness
• Social Awareness

Philosophical Chairs

⏱ 35 min·Whole Class

Vocabulary Mapping: Whole Class Mind Map

Project a mind map starter on AI terms. Students add branches for positive, negative, and neutral words from personal or media examples, discussing shifts in connotation. Vote on most impactful terms.

Prepare & details

How do movies and stories describe AI and robots?

Setup: Room divided into two sides with clear center line

Materials: Provocative statement card, Evidence cards (optional), Movement tracking sheet

• Analyze
• Evaluate
• Self-Awareness
• Social Awareness

Teaching This Topic

Experienced teachers approach this topic by grounding abstract concepts in concrete examples, using media clips that students already recognize. They avoid overgeneralizing by encouraging students to compare multiple portrayals and language choices. Research suggests that pairing analysis with debate and role-play deepens understanding because it requires students to actively apply their insights in real-time scenarios.

What to Expect

Successful learning looks like students confidently distinguishing between anthropomorphic and mechanistic language, articulating how media portrayals shape attitudes, and applying precise vocabulary in discussions and debates. They should also demonstrate awareness of how language choices reflect and reinforce ethical considerations about AI.

Watch Out for These Misconceptions

Common Misconception

During Text Analysis Carousel, watch for students assuming that calling AI 'smart' or 'learning' means it possesses human-like intelligence.

What to Teach Instead

Use the carousel materials to redirect students by asking them to compare real AI capabilities with the language used in the texts, highlighting metaphors versus literal descriptions.

Common Misconception

During Debate Pairs, watch for students overgeneralizing that all robot stories depict AI as threats.

What to Teach Instead

Have pairs reference specific media examples from the carousel to counter blanket statements, encouraging them to cite evidence from contrasting portrayals.

Common Misconception

During Role-Play Workshop, watch for students dismissing the importance of language in ethical debates about AI.

What to Teach Instead

After interviews, facilitate a debrief where students reflect on how their word choices influenced the audience's perception, linking back to ethical implications.

Assessment Ideas

Discussion Prompt

After the Debate Pairs activity, pose the question: 'If an AI can write a poem that evokes emotion in a reader, does that make the AI creative, or is the creativity solely with the human reader interpreting the text?' Students should respond with at least two distinct points, referencing specific vocabulary terms from their debates.

Exit Ticket

After the Vocabulary Mapping activity, provide students with a short excerpt describing an AI. Ask them to identify two words that make the AI seem human-like and two words that emphasize its machine nature. Then, ask them to write one sentence explaining how these word choices might shape a reader's perception of the AI.

Quick Check

During the Text Analysis Carousel activity, display a short video clip or image of a robot or AI interface. Ask students to write down three adjectives they would use to describe it, and then circle the adjective that leans most towards anthropomorphism and underline the one that leans most towards mechanistic description.

Extensions & Scaffolding

• Challenge students who finish early to create a short comic strip or social media post depicting an AI using both anthropomorphic and mechanistic language, with captions analyzing the effect of each choice.
• For students who struggle, provide a word bank of 10 terms (5 anthropomorphic, 5 mechanistic) to sort during the Text Analysis Carousel activity.
• Deeper exploration: Invite students to research how real AI developers describe their technology and compare it to media portrayals, then present findings in a mini-symposium.

Key Vocabulary

Anthropomorphism	The attribution of human characteristics or behavior to a god, animal, or object. In AI, this includes giving machines human-like emotions or intentions.
Algorithmic Bias	Systematic and repeatable errors in a computer system that create unfair outcomes, such as privileging one arbitrary group of users over others.
Sentience	The capacity to feel, perceive, or experience subjectively. Often debated in relation to advanced AI, it implies awareness and consciousness.
Singularity	A hypothetical future point in time when technological growth becomes uncontrollable and irreversible, resulting in unforeseeable changes to human civilization. Often associated with superintelligent AI.
Turing Test	A test of a machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human. It focuses on conversational ability.