Fallacies as Patterns: Three Places Reasoning Commonly Breaks
In everyday talk, weak reasoning usually fails in one of three ways. Thinking in these categories helps you fix the problem without getting stuck on labels.
- Failure of relevance: A point is made that doesn’t actually bear on the claim (it may be emotional, personal, or distracting).
- Failure of evidence: The support is too thin, too narrow, or not connected to what’s being concluded.
- Failure of clarity: Key words shift meaning, stay vague, or hide important distinctions.
A practical method you can use in real time:
- Pin the claim: What is the speaker trying to get you to accept or do?
- List the support: What reasons are offered?
- Check the link: Do those reasons actually make the claim more likely (relevance)?
- Check the strength: Are the reasons enough, and are they representative (evidence)?
- Check the meaning: Are key terms stable and specific (clarity)?
- Repair: Rewrite the reasoning so the conclusion is supported without the weak move.
Pattern 1 (Relevance Failure): Attacking the Person Instead of the Point (Online Comments)
Everyday dialogue
A: I think the city should add protected bike lanes on Main Street to reduce crashes.
B: Of course you’d say that—you don’t even drive. You’re just one of those cyclists.
A: That doesn’t address whether bike lanes reduce crashes.
B: Whatever. You’re biased.Identify the weak move
Weak move: B shifts from the proposal (bike lanes) to A’s identity/motives. Even if A were biased, that wouldn’t show the proposal is unsafe or ineffective. This is a relevance failure: the personal attack doesn’t connect to the policy claim.
Rewrite to remove the weak move
Keep the focus on the proposal and the reasons for/against it.
Revised B: I’m not convinced protected bike lanes on Main Street will reduce crashes. Do we have data from similar streets, and how would it affect traffic flow and emergency access?Step-by-step repair you can practice
- Replace “You’re biased” with a question about evidence (studies, local crash data).
- Replace “You’re a cyclist” with a concern about outcomes (safety, congestion, access).
- Ask for a testable prediction: “What change would we expect in crash rates after installation?”
Pattern 2 (Relevance + Clarity Failure): Forcing a Two-Option Choice (Workplace False Dilemma)
Everyday dialogue
Manager: We have to decide today. Either we approve this plan as-is, or we do nothing and fall behind.
Employee: Those can’t be the only options.
Manager: If you don’t approve it, you’re choosing to fail.Identify the weak move
Weak move: The manager frames the decision as only two choices: “approve as-is” or “do nothing.” In real workplaces there are usually more: approve with changes, run a pilot, delay one week to gather data, approve part A now and part B later. This is a relevance failure because the pressure tactic doesn’t show the plan is best; it also creates a clarity failure by hiding what “do nothing” really means (no action at all? a short delay? an alternative plan?).
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Rewrite to remove the weak move
Revised Manager: We need a decision today. Options include approving as-is, approving with these specific edits, or running a two-week pilot. Let’s compare them on cost, risk, and timeline.Step-by-step repair you can practice
- Ask: “What other options exist?” (generate at least two).
- Make “do nothing” concrete: “Do you mean no work starts, or a short pause to revise?”
- Introduce criteria: cost, risk, timeline, quality.
- Restate the decision as a comparison, not a threat.
Pattern 3 (Evidence Failure): Predicting a Chain Reaction Without Support (Slippery Slope in Policy Debates)
Everyday dialogue
A: The school should allow students to redo one failed test for partial credit.
B: If we allow that, next they’ll demand unlimited retakes, then grades won’t mean anything, and eventually nobody will study.Identify the weak move
Weak move: B predicts a dramatic sequence of outcomes without showing the steps are likely. The issue isn’t that “bad outcomes are impossible,” but that the chain needs evidence: What makes “one redo” lead to “unlimited retakes”? What policies prevent that? What data suggests studying collapses?
Rewrite to remove the weak move
Revised B: I’m worried a redo policy could reduce preparation if it’s too generous. If we try it, I’d support one redo per term, partial credit only, and tracking whether average study time or scores change.Step-by-step repair you can practice
- Turn the chain into separate claims: “One redo leads to X,” “X leads to Y.”
- Ask what would make each step likely (mechanism) and what would block it (limits, rules).
- Propose guardrails (caps, conditions) and measurements (outcomes to track).
Pattern 4 (Evidence Failure): Generalizing From One Bad Experience (Hasty Generalization)
Everyday dialogue
A: I’m thinking of joining a gym.
B: Don’t. I joined one last year and it was a scam. Gyms are all scams.
A: Maybe that gym was bad, but are they all?Identify the weak move
Weak move: B jumps from one case to a broad conclusion about all gyms. The problem is not using personal experience at all; it’s treating a small, unrepresentative sample as decisive evidence.
Rewrite to remove the weak move
Revised B: I had a bad experience with one gym that had hidden fees. Before you join, check the contract terms, cancellation policy, and reviews for the specific gym you’re considering.Step-by-step repair you can practice
- Downgrade certainty: replace “all” with “some” or “at least one.”
- Shift from global claim to risk factors (hidden fees, cancellation traps).
- Ask for broader support: multiple sources, patterns across locations, consumer reports.
- Make a targeted recommendation: evaluate this gym using clear checks.
Pattern 5 (Clarity Failure): One Word, Two Meanings (Equivocation on “Free” or “Natural”)
Equivocation happens when a key word quietly changes meaning mid-argument. The reasoning looks smooth, but it’s actually switching tracks.
Everyday dialogue ("free")
A: This app is free.
B: Great—so it won’t cost me anything.
A: Right, it’s free. But you have to share your contacts and allow tracking.
B: That doesn’t sound free.Identify the weak move
Weak move: “Free” is used as if it means “no cost of any kind,” but then it means “no money price.” The argument relies on the positive connotation of “free” while ignoring non-monetary costs. This is a clarity failure.
Rewrite to remove the weak move
Revised A: The app has no purchase price, but it collects data (contacts and location). If you want, I can suggest alternatives with fewer privacy costs.Everyday dialogue ("natural")
A: You should buy this supplement—it’s natural, so it’s safe.
B: What does “natural” mean here?
A: It comes from plants.
B: Plenty of plant-based substances can still be harmful.Identify the weak move
Weak move: “Natural” slides from “plant-derived” to “safe.” The safety claim needs evidence about dosage, side effects, and testing, not a vague category word.
Rewrite to remove the weak move
Revised A: This supplement is plant-derived. Safety depends on dose and interactions, so we should look for clinical evidence and known side effects before calling it safe.Step-by-step repair you can practice
- Circle the key word carrying the argument (“free,” “natural,” “fair,” “rights”).
- Write two possible meanings and ask which one is intended.
- Restate the claim using more specific terms (e.g., “no purchase price,” “plant-derived,” “clinically tested”).
- Reconnect to evidence: what would actually show the conclusion is true?
Mini-Drills: Choose the Better Revision and Say Why
Instructions: For each drill, pick Revision A or B. Then justify your choice in one or two sentences by naming the failure it fixes (relevance, evidence, or clarity) and what it adds (better support, more options, clearer terms).
Drill 1: Online comment (personal attack)
Original: “Your opinion on nutrition doesn’t matter—you’re not even fit.”
- Revision A: “You’re just jealous of people who eat healthy.”
- Revision B: “Which specific claim about nutrition do you disagree with, and what evidence supports your view?”
Drill 2: Workplace choice (two options)
Original: “Either we adopt this software today, or we don’t care about customers.”
- Revision A: “If you cared about customers, you’d stop complaining and approve it.”
- Revision B: “Let’s compare adopting today, adopting after a pilot, or choosing a different tool, using customer impact and implementation risk as criteria.”
Drill 3: Policy chain reaction (unsupported slope)
Original: “If we allow remote work two days a week, soon nobody will come in, teamwork will die, and the company will collapse.”
- Revision A: “If we allow it, people will abuse it—end of story.”
- Revision B: “If we try two remote days, we should define collaboration expectations and review productivity and retention data after eight weeks.”
Drill 4: One bad experience (overgeneralizing)
Original: “I had one rude customer support agent—this company is always terrible.”
- Revision A: “This company is terrible because I felt disrespected.”
- Revision B: “One interaction was rude; to judge the company, we should look at more cases like response times, complaint rates, and refund outcomes.”
Drill 5: Shifty word (equivocation)
Original: “This product is free, so it can’t cost you.”
- Revision A: “It’s free because I said so.”
- Revision B: “It has no purchase price, but it may cost time, attention, or data; decide whether those costs are acceptable.”
Optional self-check rubric (use after each drill)
| Question | What a strong revision does |
|---|---|
| Does it stay on the point? | Removes personal attacks and distractions (relevance). |
| Does it add or request the right support? | Asks for data, examples, mechanisms, limits (evidence). |
| Does it make key terms precise? | Defines or replaces vague words with specific ones (clarity). |
| Does it open realistic options? | Lists alternatives and compares them with criteria. |