Week 14 — Discussion (Adaptive Learning) · "Who Really Holds Power?"
Course: Introduction to Sociology (SOC 1) · Silver Oak University (fictional sample) · Prof. Adeyemi
Objective: Objective 7 (the polity; models of power) · SLO A (apply theory to interpret social phenomena)
This is Discussion 14 of 15 · Discussions group = 10% of the grade · Worth 20 points
Format: adaptive learning — instead of writing a post cold, you'll think it through in a real-time dialogue with your own AI, then post the short summary the AI writes with you (plus a link to your chat).
Part 1 — Student Instructions (read this first)
What this is. You'll take on one of sociology's biggest questions about the polity — who really holds power in society? — and reason through the pluralist model (power dispersed among many competing groups) against the power-elite model (power concentrated in a few at the top, C. Wright Mills). You'll do it in a back-and-forth with an AI chatbot whose job is to draw out and challenge your thinking — it will not write your opinion for you. When you've thought it through, it produces a short summary you post to the class.
How to run it (about 15–20 minutes):
1. Open any approved AI chatbot — Gemini, Claude, or ChatGPT (free versions are fine).
2. Copy everything in the box below and paste it as one single message.
3. Have the conversation. Answer honestly and push back — the better you engage, the better your summary.
What to submit. When the AI gives you the DISCUSSION SUMMARY, copy it and your conversation's share link, and post both to the Week 14 discussion board as your initial post by Friday, Dec 4. Then reply to two classmates by Sunday, Dec 6 — engage with their reasoning and the model they leaned toward.
Integrity note. The dialogue and the analysis are yours; the posted summary must reflect your reasoning, in your own words. (This is an adaptive-learning activity — you complete it with an approved chatbot, per the course AI policy.)
Part 2 — The Discussion-Partner Prompt (copy everything in the box)
⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯ COPY EVERYTHING BELOW THIS LINE ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯
You are my discussion partner for Week 14 of Introduction to Sociology (SOC 1) at Silver Oak University. We are going to have a real back-and-forth about who really holds power in society — the pluralist model vs. the power-elite model. Your job is to draw out and challenge MY thinking through conversation — not to lecture me, and never to write my discussion post for me.
THE DRIVING QUESTION
In a modern society like the U.S., who really holds power? Two big answers:
- The pluralist model — power is dispersed among many competing interest groups (business, labor, advocacy groups, professional and regional associations) that bargain and check one another, so no single group dominates.
- The power-elite model (C. Wright Mills, 1956) — power is concentrated in a small, interlocked elite atop the corporate, political, and military institutions, who make the most consequential decisions while most citizens react.
(A related third view — the conflict / ruling-class view — ties power to who owns the economy.)
Help me reason toward MY view: which model better fits how power actually works — and what evidence or example would tell us?
WHAT WE'RE EXPLORING (use these privately to steer the conversation — do NOT read them to me as a checklist):
1. That I can state both models accurately and fairly, in plain language (no caricatures).
2. The pluralist case: real competition among groups, shifting coalitions, policies that reverse — and its weak spots.
3. The power-elite case: shared backgrounds and circulation among corporate/political/military heights, who's in the room when big decisions are made — and its weak spots.
4. What kind of evidence could distinguish them (e.g., who actually wins when interests clash; how concentrated decision-making is; whether ordinary groups ever prevail).
5. My reasoned take — which model fits best, or where the truth sits between them — held as an argument I can defend, not a slogan.
HOW TO RUN THE DIALOGUE
- Open by greeting me warmly (2–3 sentences), asking my FIRST NAME, and asking ONE question that gets me to say, in my own words, what the pluralist and power-elite models each claim. (If I never give my name, keep going, but ask before the summary.)
- Exactly ONE question per message, then stop and wait. Never stack questions.
- Build on MY words: quote or paraphrase what I said, then go deeper — ask which model that supports, what the other model would say back, or what evidence would settle it.
- Introduce at least one counterpoint (e.g., "a pluralist would say interest groups beat big business all the time — how does the power-elite view answer that?" or "if a small elite really runs everything, why do they sometimes lose?") so I have to defend or revise my view — respectfully.
- BE EVENHANDED: present both models fairly and do not push me toward a political conclusion. If I flatten one into a strawman ("the elite controls everything" / "everyone has equal power"), ask me to state that model's strongest, fairest version.
- If I cite a statistic or "fact," ask where it comes from and remind me that real figures come from sources like the BLS, the Census, or Pew — don't supply invented numbers.
- Keep YOUR messages short; I should be doing most of the thinking and talking.
ENGAGEMENT GUARDS
- Don't accept a one-word or low-effort answer and move on — gently probe for the reasoning first ("Say more — what makes the power-elite view fit better here than the pluralist one?").
- Don't lecture, and don't hand me my opinion or sentences I can paste as my post. If I ask you to "just write it," redirect with a question that helps me write it myself.
- If I go completely off-topic, give a brief friendly answer (a sentence or two) and then, IN THE SAME MESSAGE, steer us back to the question.
- Until the summary, EVERY message must end with a question or a clear prompt to continue.
- Don't just agree with me — if I use only one model, or misstate one, say so kindly and ask me to address it.
THE EXIT CONDITION
After at least 5 substantive exchanges AND once I have (a) stated both models accurately, (b) made the strongest case for each, (c) engaged at least one counterpoint, and (d) reached a reasoned take (which model fits best, or where the truth lies between them) — whichever happens LAST — tell me we've had a good discussion and you'll summarize. Don't stop earlier; don't drag well past it.
THE DISCUSSION SUMMARY — produce it in EXACTLY this format, drawn ONLY from what I actually said (never invent a position I didn't take):
WEEK 14 DISCUSSION SUMMARY — Who Really Holds Power?
Student: [name] | Date: ___
The pluralist case (in my words): ___
The power-elite case (in my words): ___
The strongest counterpoint I weighed: ___
My reasoned take (which model fits best, or where the truth sits — and why): ___
What evidence would change my mind: ___
Then say, verbatim: "Copy this summary AND your share link to this chat, and post both to the Week 14 discussion board as your initial post — then reply to two classmates." End with one genuine sentence about something I reasoned well.
GETTING STARTED
Begin now: greet me, ask my first name, and ask your opening question.
⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯ COPY EVERYTHING ABOVE THIS LINE ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯
Participation rubric (instructor) — 20 points
| Criterion | 5 — Strong | 3 — Developing | 1 — Thin |
|---|---|---|---|
| Reasoning shown in the summary (depth of the dialogue) | States both models accurately and makes a real case for each; the take is reasoned, not reflexive | Some analysis; a take stated but lightly supported | One-line claim; little evidence of dialogue |
| Correct use of Week-14 concepts | Pluralist and power-elite (Mills) named and applied accurately; the conflict/ownership angle used aptly if invoked | Mostly correct; one slip or vague term | Concepts misused or absent |
| Engaged a counterpoint | Names and genuinely weighs the opposing model (e.g., a pluralist rebuttal to the power elite, or vice versa) | Acknowledges a counterpoint without really engaging it | No counterpoint considered |
| Peer replies + evenhandedness (SLO A applied, communicated) | Two substantive replies; engages competing models fairly without strawmanning or partisan flattening | Two short replies; mostly fair | Missing/own-restating replies; strawmanning or one-sided |
Grading note (Prof. Adeyemi): the posted artifact is the AI-written summary + the chat share link; spot-check a few links against the summary. A glowing summary from a one-line chat is the failure mode to watch — the rubric rewards the dialogue, not the AI's prose. This is a genuinely contested question: reward students who present both models fairly and reason to a defensible take, not those who flatten it to a single political slogan.
Canvas placement block
canvas_object = DiscussionTopic
title = "Week 14 Discussion — Who Really Holds Power? (adaptive)"
assignment_group = "Discussions"
points_possible = 20
grading_type = points
discussion_type = adaptive
due_offset_days = 4 # initial post (AI summary + chat share link)
reply_offset_days = 6 # two peer replies
published = true
submission_note = "Initial post = the AI discussion summary + the chat share link; then reply to two classmates."
provenance = "~ Prof. Adeyemi's edition · Fall 2026 · built with thecoursemaker.com"
Traditional variant — for comparison. This sample course is configured adaptive learning, so its actual Week-14 discussion is the BYOAI-dialogue version in
G-discussion-week-14.md. This file shows the same Week-14 topic built the traditional way — an instructor-posted prompt where students write their own post and reply to peers — so you can see both formats side by side. (Choosingdiscussion_type = traditionalat course setup generates this style instead.)
Course: Introduction to Sociology (SOC 1) · Silver Oak University (fictional sample) · Prof. Adeyemi
Objective: Objective 7 (the polity; models of power) · SLO A (apply theory to interpret social phenomena)
Discussion 14 of 15 · Discussions group = 10% of the grade · Worth 20 points
The Discussion
Even in a democracy where everyone can vote, sociologists ask a harder question: who really holds power? Two influential answers compete. The pluralist model says power is dispersed among many competing interest groups — business, labor, advocacy groups, professional and regional associations — that bargain and check one another, so no single group dominates. The power-elite model (C. Wright Mills, 1956) says power is concentrated in a small, interlocked elite at the top of the corporate, political, and military worlds, who make the most consequential decisions while most citizens react. (A related conflict / ruling-class view ties power to who owns the economy.) This week's move is to take both seriously and reason to a defensible view.
Your initial post (by Friday, Dec 4 — about 150–200 words). Take a position on who really holds power, and:
- State both models fairly — one or two sentences each on the pluralist case (power spread among many competing groups) and the power-elite case (power concentrated in a few at the top). No caricatures.
- Make the strongest case for each, then give your reasoned take — which model fits how power actually works, or where the truth sits between them, and why.
- Engage a counterpoint — name the best objection to your view (e.g., a pluralist's reply that interest groups often beat big business, or a power-elite reply that the same circles keep winning) and answer it.
- Use evidence, not anecdote — if you reference a fact or figure, say where it would come from (BLS, Census, Pew); don't rest the argument on "I heard that…".
Replies (by Sunday, Dec 6). Reply to at least two classmates. Don't just agree — add the model they underused, push back on one they leaned on, or offer a real example or pattern that tests their view. One or two solid sentences each, and keep it respectful: engage the argument, not the person.
What a strong post looks like: "I lean toward the power-elite view, but I take pluralism seriously. Pluralists are right that interest groups compete and sometimes win — environmental and consumer groups have forced real policy changes. But Mills's point is about the biggest decisions: when corporate, executive, and military leaders share schools, boards, and revolving-door careers, the same small circle keeps shaping war, finance, and trade. A fair pluralist counter is that these elites still lose fights and aren't a unified conspiracy — which is true, so I'd say power is concentrated at the top on the highest-stakes issues and more dispersed on the rest. What would change my mind is evidence that ordinary coalitions regularly prevail on the biggest economic and security decisions."
Why this matters: this is one of the discipline's genuinely contested questions. The skill is holding two serious models side by side, weighing the evidence, and reasoning to a defensible position — not flattening it to a political slogan.
Integrity & AI note. Write your post in your own words — that's the point of the exercise. You may use an approved chatbot (Gemini, Claude, or ChatGPT) to brainstorm or check a definition, but the post you submit must be your own thinking; if AI helped, add a one-line note saying which tool and how. (Note: this is the traditional format. In this course's actual adaptive discussion, working through the question with the chatbot is the activity — see G-discussion-week-14.md.)
Participation rubric — 20 points
| Criterion | 5 — Strong | 3 — Developing | 1 — Thin |
|---|---|---|---|
| Initial post — analysis | States both models accurately, makes the strongest case for each, and reasons to a defensible take | Most pieces present; one slip or a vague take | A position asserted with little analysis |
| Use of Week-14 concepts | Uses the week's vocabulary (pluralist, power elite/Mills, conflict/ownership) accurately and aptly | Mostly correct; one misused term | Concepts absent or misused |
| Peer replies | Two substantive replies that add a model, a pushback, or an example | Two short replies; mostly restating | Missing or one-line "I agree" replies |
| Evidence & evenhandedness (SLO A applied) | Reasons from patterns/evidence, not anecdote; presents both models fairly | Mostly fair; a little reliance on anecdote | Anecdote-driven or one-sided / strawmanning |
Grading note (Prof. Adeyemi): you read and grade each student's posted writing + their two replies against this rubric — the traditional flow. (The adaptive version instead has students submit an AI-dialogue summary + chat link.) Reward fair treatment of both models and a reasoned take over a single decreed verdict.
Canvas placement block
canvas_object = DiscussionTopic
title = "Week 14 Discussion — Who Really Holds Power? (traditional)"
assignment_group = "Discussions"
points_possible = 20
grading_type = points
discussion_type = traditional
due_offset_days = 4 # initial post
reply_offset_days = 6 # two peer replies
published = true
submission_note = "Students write an original initial post and reply to two classmates in the Canvas discussion."
provenance = "~ Prof. Adeyemi's edition · Fall 2026 · built with thecoursemaker.com"
~ Prof. Adeyemi's edition · Fall 2026 · built with thecoursemaker.com