Fallacy Labeling
Naming a logical fallacy instead of explaining what's actually wrong with the argument.
"That's a textbook straw man."
"Nice ad hominem."
"Slippery slope fallacy, next."
"Classic whataboutism."
Why It's Unproductive
Sounds like rigorous thinking but skips the part that matters: explaining why the argument fails. Labeling a fallacy takes one second; engaging with the substance takes effort, and the label lets you skip that effort while still sounding like you won. Most of the time the label doesn't even apply cleanly, but it's hard to challenge without looking defensive.
The Better Move
Say what's actually wrong with the argument instead of just naming the category. If you think someone's comparing two things that aren't comparable, explain why they're different. If someone's not addressing the point, redirect to the point. The fallacy label is a shortcut that skips the only part that matters.
Why It's Better
Points to the actual problem with the reasoning rather than just categorizing it. Keeps the conversation on substance instead of turning it into a logic exam.
Examples
OP: "Every time a major platform adds AI features, they also cut support staff. I think there's a connection." Antipattern: "Correlation isn't causation. Classic logical fallacy." Better: "Could be related, but companies cut support staff for lots of reasons, including cost pressure that has nothing to do with AI. Do the timelines actually line up?"
OP: "AI coding agents built a working C compiler in a few hours. That's legitimately impressive even if it's not production-ready." Antipattern: "Are you trying to demonstrate a textbook straw man? Nobody said it was production-ready." Better: "I don't think anyone's claiming it's production-ready. The question is whether 'built in a few hours but broken' actually tells us anything useful about where agents are heading."
OP: "I hope you feel the same way about factory farming every time you eat a burger." Antipattern: "Literal whataboutism." Better: "Those are pretty different situations. Factory farming is a scale problem, this is about individual choices with a specific animal. Not sure the comparison holds."