At a faculty meeting, a colleague argued: “AI should not be used in the classroom.” I wanted to push back. But first, I tried to reconstruct his argument in the strongest form I could. That’s steelmanning [1].
Steelmanning vs. Strawmanning
Straw Man: Distorting the opponent’s argument into a weaker form and attacking it. “You’re against AI? So you’re rejecting technological progress.”
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Steel Man: Reconstructing the opponent’s argument in its strongest possible form. “There are valid concerns that AI could weaken students’ critical thinking, encourage academic dishonesty, and undermine the teacher-student relationship.”
Steelmanning is a rationalist conversational technique developed in the LessWrong community [1].
The Origin and Philosophical Basis
The intellectual roots of steelmanning trace back to John Stuart Mill’s On Liberty (1859), where Mill argued that you cannot truly understand your own position unless you have seriously engaged with the strongest opposing view. He wrote: “He who knows only his own side of the case, knows little of that.” [2]
The term was popularized in online rationalist communities — particularly LessWrong — as the explicit opposite of the strawman fallacy. Where a strawman weakens an argument for easy demolition, a steelman strengthens it to make engagement more honest and productive.
Rapoport’s Rules: The Framework for Steelmanning
Daniel Dennett outlined four rules in Intuition Pumps and Other Tools for Thinking (2013) that operationalize steelmanning in practice [4]:
- Restate the other person’s position so clearly and fairly that they say, “Thanks, I wish I’d thought of putting it that way.”
- List points of agreement — especially non-obvious ones.
- Mention anything you have learned from the other person’s argument.
- Only then are you permitted to rebut or criticize.
Following these rules means earning the right to disagree by first demonstrating genuine understanding.
Why Steelmanning Matters
1. Better Decisions
When you take opposing arguments seriously, you either strengthen your own position or discover it needs revision. Both outcomes are good [2]. In Philip Tetlock’s research on superforecasters, the highest-performing predictors consistently considered the strongest case for outcomes they expected to be wrong before committing to a forecast.
2. Building Trust
The other person feels their argument was treated fairly. The conversation shifts from debate to collaboration. Colleagues who feel genuinely heard are far more receptive to alternative views.
3. Defense Against Confirmation Bias
According to Nickerson (1998), confirmation bias is the most universal cognitive error in humans [3]. Steelmanning is deliberate practice in seeking out contrary evidence.
See also: confirmation bias
When NOT to Steelman
Steelmanning has real limits. Not every argument deserves charitable reconstruction:
- Bad-faith actors — Someone arguing in bad faith exploits your steelmanning by treating your reconstruction as a concession.
- Time-constrained decisions — When a decision must be made quickly, full steelmanning may be impractical.
- Empirically settled questions — Steelmanning flat-earth or vaccine-denial arguments risks lending false legitimacy to positions evidence has already resolved.
- Harassment or abuse — You are not obligated to steelman arguments that are fundamentally disrespectful.
Steelmanning as a Debate Technique
In competitive debate, steelmanning means demonstrating that you understand the opposing case at least as well as your opponent does before mounting your rebuttal. Judges recognize this intellectual honesty. More practically, it forces you to identify the actual strongest objection to your position rather than the easiest one.
Application in the Classroom
I teach steelmanning to students in debate class. The rule: before you rebut, summarize the other person’s argument accurately enough that they would agree with the summary. This is identical to Rapoport’s Rules [4].
Students find it hard at first. But after 2–3 practice rounds, the quality of discussion improves dramatically. A practical exercise: assign students to argue for a position they personally oppose, then steelman their own original position from the outside. The resulting essays are invariably more nuanced.
Disclaimer: This article is for educational and informational purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment. Always consult a qualified healthcare provider with any questions about a medical condition.
Your Next Steps
- Today: Pick one idea from this article and try it before bed tonight.
- This week: Track your results for 5 days — even a simple notes app works.
- Next 30 days: Review what worked, drop what didn’t, and build your personal system.
Last updated: 2026-03-17
About the Author
Written by the Rational Growth editorial team. Our health and psychology content is informed by peer-reviewed research, clinical guidelines, and real-world experience. We follow strict editorial standards and cite primary sources throughout.
References
- Yudkowsky, E. (2015). Rationality: From AI to Zombies. MIRI.
- Mill, J. S. (1859). On Liberty. Chapter 2.
- Nickerson, R. S. (1998). Confirmation bias. Review of General Psychology, 2(2), 175-220.
- Dennett, D. C. (2013). Intuition Pumps and Other Tools for Thinking. W. W. Norton.