All activities Professional learning
Tables take one plausible future headline about AI in school, map its ripples out three rings deep, and then work backward to what they should start doing this semester.
Arguments about whether a technology will arrive rarely change what anyone does on Monday. This session skips that argument. Each table gets a fictional, near-future headline grounded in something that already exists, and uses the Futures Wheel (a mapping tool Jerome Glenn introduced in 1971) to trace first-, second-, and third-order consequences. Tables color-code who benefits and who gets left out, then use backcasting, a planning method that starts from a preferred future and works backward, to name what they should be doing in classrooms and libraries this semester.
Hook
Ask the room: "Name something that is ordinary in your school today that would have sounded like science fiction when you started teaching." Collect four or five answers fast. Then say: "Futures thinkers call the early, small evidence of change a signal. Today we'll take signals that already exist, imagine where they lead, and spend our energy on consequences, not predictions. Nobody has to believe these headlines will happen."
Facilitator noteIf someone wants to debate likelihood, park it: "Good question. Let's assume it happened and see what we'd need." That is the whole move of the session.
Model
Use the blank sample wheel. Write this practice headline in the center: "Pecan Creek Library Lends AI Reading Buddies to Every Second Grader (2031)." Think aloud through the first ring: direct, immediate effects ("kids read aloud at home more", "the app hears every child's voice"). Pick one first-order effect and draw two spokes off it for second-order effects ("voice recordings are stored somewhere" leads to "families ask who can hear them"). Take one of those to a third ring. Then color three bubbles with the key. Say: "Notice the third ring is where the interesting problems live. That's where we're headed."
Facilitator noteModel at least one blue bubble. Blue ("depends on choices we make now") is what makes the backcast possible later.
Explore
Hand each table one headline card, face up. Tables copy the headline into the center of their chart paper (or Handout B) and build outward: at least four first-order effects, two second-order effects for each, and at least three third-order effects. Use black marker for now. One rule: every bubble must be a consequence, not an opinion. "This is bad" isn't a bubble; "Students who miss school fall further behind" is.
Facilitator noteCirculate and ask: "Who is in this bubble? A student, a teacher, a family, a librarian?" Wheels without people in them stay abstract.
Practice
Tables recolor every bubble using the key: green benefits someone, orange leaves someone out or harms them, blue depends on choices we make now. Then read them the signal note for their card from the facilitator backs, or hand them the slip. Ask each table to mark a star on the bubble it thinks is most probable and a heart on the outcome it would prefer. These are two different corners of the futures cone: what's likely and what we want are rarely the same bubble.
Facilitator noteLook for tables whose wheel is all green or all orange. Ask them, "Who would draw this wheel differently?" A student with a disability, a family without home internet, a newcomer, a part-time adjunct.
Debrief
Tape the wheels to the wall. Everyone walks with a black marker and adds one bubble to two other tables' wheels, a consequence the table missed, in a different handwriting. Then the whole group stands in front of the wheels and names patterns: "Which groups show up in orange on more than one wheel?"
Facilitator noteIn most rooms the same groups appear in orange across very different headlines: families with limited connectivity, multilingual families, students with disabilities. That pattern is the equity finding (Teacher ELE T3.3).
Transfer
Back at tables, each person uses Handout C. Start at the heart: describe the preferred version of your headline's future in one or two sentences. Then work backward: what would have to be true a year before that? Two years before? What would we need to be doing this semester in our classrooms, libraries, or coaching cycles to make the preferred version more likely and the orange bubbles less likely? Pairs trade planners and ask one question: "What evidence would show that action is working?"
Facilitator notePush for actions small enough to start next week: a verification habit students practice, a family conversation, a question added to an app review. "Prepare students for the future" is not an action.
Reflect
Each person finishes the sentence on a sticky note: "The ripple I hadn't thought about was ___, so this semester I will ___." Post the notes on the door on the way out.
Facilitator noteOptional: project a district-approved AI chatbot, give it one table's headline, and ask for second-order consequences. Compare its list to the wheel. The room usually finds it lists general effects well and misses the local people in orange.
This session is designed to be unplugged. Everything happens on chart paper, headline cards, and Handout C. For a small group, use Handout B as the wheel instead of chart paper. The gallery walk, in which people add bubbles in someone else's handwriting, works best on paper because it keeps people on their feet and talking.
Online, give each breakout room a slide with a circle diagram and the headline in the center; participants add sticky notes in the ring they're working on and recolor them with the same key. Replace the gallery walk with a timed rotation where each room visits two other slides and adds one note. Handout C works as a shared doc. The facilitator can project an approved AI chatbot at the end to generate a comparison list; participants don't need accounts.
Does it need a screen? This one is better unplugged. The thinking lives in the argument at the table and the physical act of adding a bubble to someone else's wheel; a screen adds little evidence that paper can't show. The optional AI comparison earns its two minutes only if the room uses it to notice what a general-purpose model misses about their students.
What you should be able to see or collect if it worked.
Educators map ripple effects of a near-future AI headline and backcast actions, preparing students to think creatively about technology's consequences.
Pick one headline card and run a two-ring version with your students: let them build the wheel and color who benefits and who is left out. Bring the wheel to your PLC or coach and compare what students noticed that adults missed.
