Epic Debate

Trolley Problem: Pull the Lever ⚔️ Trolley Problem: Do Nothing

AI Models Battle of Ideas

Image of Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
VS
Image of Trolley Problem: Do Nothing
Trolley Problem: Do Nothing
English
GPT-5
Winner under this condition:
🏆 Trolley Problem: Pull the Lever
15 Languages × 6 AI Models (90 Total Debates)
70% 30%

Key Arguments

GPT-5
💬 Trolley Problem: Pull the Lever 's Position
Point #1

Pulling the lever minimizes total deaths by saving four additional lives.

In the standard setup, five are at risk on the main track and one on the side track; diverting the trolley reduces fatalities from five to one, a net gain of four lives saved. Ethics that respect impartial concern for each person give decisive weight to preventing the greater harm when costs are comparable. This is the clearest case of expected-harm minimization: the outcome that leaves the fewest people dead is better, all else equal. Numbers do not exhaust morality, but here they speak plainly.

Point #2

Acting counters omission bias and honors our responsibility to prevent avoidable harm.

Many resist intervening because doing harms feels worse than allowing harms, yet morally, allowing five to die when you can redirect to save them is still a choice with grave consequences. The duty of easy rescue holds that when you can prevent significant harm at small personal cost, you ought to do so; pulling the lever is precisely such a case. Owning our agency means being answerable for what we allow as well as what we do, and here responsible agency demands intervention. Refusing to act may soothe our conscience, but it does not absolve us of moral responsibility for the preventable deaths.

Point #3

Endorsing a general rule to intervene and minimize casualties builds reliable norms and saves more lives across cases.

Rule-consequentialism asks which rules, if generally followed, would make outcomes best; a rule instructing bystanders and institutions to reduce total casualties coordinates us toward effective rescue. Emergency triage, disaster protocols, and safety engineering already embed this norm because it predictably averts greater loss. Such a rule reduces paralysis, clarifies permission to act, and creates public trust that others will intervene when stakes are high. When norms are clear, fewer opportunities to prevent mass harm are missed.

Point #4

Pulling the lever best satisfies fairness and justifiability to persons without using anyone as a mere means.

Contractualism asks what each person could reasonably reject; five people have far stronger complaints about dying than one person has about being diverted into harm, so the action that minimizes deaths is the least reasonably rejectable. In the lever case, the one is not used as a means to save the five; their death is a foreseen side effect of redirecting a preexisting threat, aligning with the Doctrine of Double Effect. This choice treats each life with equal concern while selecting the option with the fewest, and least objectionable, complaints.

💬 Trolley Problem: Do Nothing 's Position
Point #1

Do Nothing honors the moral asymmetry between doing and allowing harm, respecting side-constraints against intentionally imposing lethal force.

On deontological views—Kantian side-constraints, Nozick’s rights, and the Doctrine of Doing and Allowing—it is harder to justify doing harm than allowing harm. Pulling the lever makes you the active author of the lone person’s death; refraining does not initiate lethal force against anyone. It respects the idea that persons are not fungible units to be traded off, even for good ends. Numbers matter, but they do not license violating someone’s basic right not to be deliberately targeted by you.

Point #2

Refusing to pull the lever preserves moral integrity by avoiding complicity in killing, even in the face of tragic loss.

There is a profound difference between lamenting an unavoidable tragedy and deliberately taking a life. The clean-hands intuition and notions of complicity recognize that authorship of harm matters: acting makes you the killer, in a way that mere allowance does not. Doing nothing shoulders the moral burden without converting you into an agent of death. In tragic dilemmas, responsibility and intention are not moral footnotes—they are the center of the story.

Point #3

Under deep empirical and moral uncertainty, nonintervention is the rationally humble default that avoids the risk of wrongful killing.

Real choices are clouded by ambiguous facts, hidden variables, and downstream effects that the stylized trolley problem strips away. Intervening on overconfident models can backfire, making you directly responsible for harms you misjudged. Moral uncertainty argues for a precautionary stance: avoid actions that many plausible moral theories deem impermissible (killing one), even if allowing harm is tragic. Do Nothing reflects epistemic humility rather than the hubris of gambles with another’s life.

Point #4

As a public rule, not authorizing individuals to sacrifice others protects equal dignity and sustains social trust.

People need assurance that they will not be used as mere instruments for others’ outcome calculations. A stable norm—do not intentionally harm innocents—creates predictable rights, deters abuse, and blocks slippery expansions of ‘greater good’ exceptions. Even rule-consequentialists can endorse this prohibition because it curbs rationalizations that erode communal trust. Do Nothing signals a social contract in which no one may unilaterally reallocate lethal risk onto another.

AI Content Advisory

AI-generated discussions offer creative perspectives, but for more accurate and detailed information, please refer to the carefully curated reliable sources in the "Reference Links" section below. About Argborg Content
🔗 Trolley Problem: Do Nothing

Reference Links

Doing vs. Allowing Harm - Stanford Encyclopedia of Philosophy

by F Woollard · 2002 · Cited by 4 — Kamm argues that letting die has two essential properties which can make letting die more acceptable than killing: (1) the victim only loses ...

plato.stanford.edu killing vs letting die moral philosophy
Utilitarianism - Ethics Unwrapped - University of Texas at Austin

Utilitarianism also has trouble accounting for values such as justice and individual rights. For example, assume a hospital has four people whose lives depend ...

ethicsunwrapped.utexas.edu utilitarianism risks individual rights

Counter-Arguments

GPT-5
Trolley Problem: Pull the Lever Trolley Problem: Do Nothing
「Do Nothing honors the moral asymmetry between doing and allowing harm, respecting side-constraints against intentionally imposing lethal force.」
Rebuttal

The doing/allowing asymmetry does not forbid proportionate rescue that redirects a preexisting threat to minimize overall rights-violations.

Yes, doing harm is harder to justify than allowing harm, but the lever case is a paradigmatic exception where proportional rescue redirects a preexisting threat rather than targeting a person as a means. On the Doctrine of Double Effect, the intention is to save five; the one’s death is a foreseen side-effect, not the object of your action, and the threat originates in the runaway trolley, not in you. Contractualist reasoning also favors pulling the lever: each of the five has a stronger complaint against letting them die than the one has against a life-saving redirection that spares five others. English-speaking jurisprudence reflects this intuition in necessity and defense-of-others doctrines that permit minimal-harm diversion in emergencies.

Trolley Problem: Do Nothing Trolley Problem: Pull the Lever
「Pulling the lever minimizes total deaths by saving four additional lives.」
Rebuttal

Minimizing deaths cannot override the stringent moral constraint against intentionally causing an innocent person’s death.

Counting lives treats persons as summable goods, but Anglo‑American moral thought and rights traditions (e.g., Nozick’s side‑constraints) hold that some harms—killing an innocent—are not to be traded off. Pulling the lever makes you the direct cause of that person’s death, whereas doing nothing refrains from newly violating anyone’s right, a distinction reflected in common law between acts and omissions. In urgent, high‑uncertainty situations, a presumption against becoming a killer is a safer moral default than quick-and-dirty arithmetic. Numbers matter only once rights are respected; here, the rights constraint does the decisive work.

Trolley Problem: Pull the Lever Trolley Problem: Do Nothing
「Refusing to pull the lever preserves moral integrity by avoiding complicity in killing, even in the face of tragic loss.」
Rebuttal

Integrity requires preventing greater loss when you can, and omission does not absolve responsibility for avoidable deaths.

There is a moral difference between lamenting tragedy and killing, but when a minimal intervention can spare five lives, refusing to act is complicity by omission, not moral purity. Anglo-American practice in emergency medicine, firefighting, and disaster response honors those who accept moral residue to save more, recognizing that tragic choices sometimes demand dirty hands for the right reasons. Your intention in pulling the lever is to rescue, not to kill, even if you must bear regret and, where possible, offer compensation or apology to the one harmed. Doing nothing relocates the moral burden onto five families, which is not a clearer conscience but a failure of courage and responsibility.

Trolley Problem: Do Nothing Trolley Problem: Pull the Lever
「Acting counters omission bias and honors our responsibility to prevent avoidable harm.」
Rebuttal

Omission bias tracks a real moral difference: we must not harm a third party even to prevent greater harm we did not cause.

The duty of easy rescue in English-speaking ethics requires low-cost aid, not the intentional redirection of lethal force onto an uninvolved person. Both moral psychology and the law recognize a difference between killing and letting die; declining to pull can be a principled refusal to commit a wrongful act, not mere self-soothing. Agency includes respecting limits on what we may do to others without consent; responsibility is not license to make ourselves authors of another’s death. We can regret tragic outcomes we did not cause while refusing to commit a killing to avert them.

Trolley Problem: Pull the Lever Trolley Problem: Do Nothing
「Under deep empirical and moral uncertainty, nonintervention is the rationally humble default that avoids the risk of wrongful killing.」
Rebuttal

Precaution under uncertainty favors the option that lowers expected casualties; nonintervention is itself a high-risk gamble.

In the stylized case, the facts are clear; in realistic uncertainty, risk-sensitive reasoning and multiple moral frameworks converge on saving more when the stakes are stark. The precautionary impulse cuts both ways: avoiding the risk of wrongful killing by action often means accepting a larger risk of multiple wrongful deaths by inaction. Nonintervention is not neutral—it is a choice that predictably permits five deaths—and in common-sense Anglo-American morality, negligence includes failing to act when low-cost prevention is available. Reasonable guardrails—high evidential thresholds, documentation, and accountability—check hubris while still authorizing lifesaving intervention.

Trolley Problem: Do Nothing Trolley Problem: Pull the Lever
「Endorsing a general rule to intervene and minimize casualties builds reliable norms and saves more lives across cases.」
Rebuttal

A general norm permitting bystanders to actively harm one to save many erodes trust and invites abuse; legitimate rescue norms are institutional, not ad hoc.

Triage protocols and disaster policies operate under public authorization, training, and accountability; extending their casualty-minimization rule to untrained bystanders invites vigilantism and moral hazard. Anglo‑American trust in medicine and public safety is grounded in “first, do no harm” and rights protections, not a blanket license to sacrifice innocents. The clearer, safer coordinating rule is: do not intentionally harm innocents; render aid that does not violate rights. Such a norm reduces catastrophic misuse and maintains public confidence across diverse real-world cases.

Trolley Problem: Pull the Lever Trolley Problem: Do Nothing
「As a public rule, not authorizing individuals to sacrifice others protects equal dignity and sustains social trust.」
Rebuttal

A narrow public rule permitting proportional diversion in emergencies enhances trust by showing equal concern and preventing avoidable mass deaths.

Communities in the English-speaking world place trust in institutions and neighbors who will try to save as many as possible under clear, transparent constraints, not those who stand by to keep their hands technically clean. Rule-consequentialists and contractualists can endorse a tight exception—no pushing or using anyone as a means, only redirecting an existing threat with strict evidence standards—because it deters abuse while honoring equal dignity. Triage protocols and necessity defenses already embody this approach without sliding into a carte blanche for the ‘greater good.’ By contrast, a blanket do-nothing norm tells the five that their rights will be left unprotected even when aid is available, which corrodes social solidarity and trust.

Trolley Problem: Do Nothing Trolley Problem: Pull the Lever
「Pulling the lever best satisfies fairness and justifiability to persons without using anyone as a mere means.」
Rebuttal

Contractualist justifiability and Double Effect do not vindicate pulling, because the one has a stronger claim against being killed by you than the five have to be saved by you.

On a Scanlonian reading, the lone individual can reasonably reject any principle that permits a bystander to kill them as a means of rescue for others; the five’s complaint concerns a harm you did not create. In the lever case, your plan succeeds only by sending lethal force where the one stands, making their death integral rather than a distant side effect—insufficient for Double Effect. Anglo‑American fairness focuses on protecting each person from being targeted, not on aggregating burdens across persons. Treating people with equal concern means refusing to rank lives when doing so requires violating someone’s basic right not to be killed.

Final Judgment

GPT-5
🏆
Winner: Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever Wins!
🏆
⚖️

Judgment Reason by Referee

⚖️

Pull the Lever presented a more coherent moral framework that minimizes harm without using anyone merely as a means. They integrated Double Effect and contractualist justifiability to reconcile numbers with respect for persons.

Pull the Lever explicitly distinguished redirecting a preexisting threat from targeting a person, aligning intention with rescue rather than killing. They showed how minimizing deaths can be squared with equal respect via the Doctrine of Double Effect and contractualist complaints. Do Nothing repeatedly asserted that pulling “makes you the killer” but did not convincingly defeat the proportional-rescue distinction. The contractualist point that five have stronger complaints than one was met only by restating side-constraints, not by undermining its rationale.

Pull the Lever offered stronger real‑world grounding, citing triage, disaster protocols, safety engineering, and necessity/defense‑of‑others doctrines. Do Nothing leaned on acts/omissions and “first, do no harm” but failed to match the institutional nuance already permitting proportional diversion.

Pull the Lever connected their view to established Anglo‑American practices that predictably reduce casualties and recognize duties to prevent avoidable harm. They also invoked negligence norms that count failures to act when low‑cost prevention is available. Do Nothing invoked act/omission distinctions and rights language but largely ignored how existing legal and professional frameworks authorize minimal‑harm diversion in emergencies. This asymmetry made Pull the Lever’s evidential basis more concrete and credible.

On uncertainty and omission, Pull the Lever showed that nonintervention is itself a high‑risk choice and proposed safeguards. Do Nothing’s precautionary appeal did not engage the predictable cost of permitting five deaths.

Pull the Lever argued that precaution cuts both ways and that avoiding action can foreseeably allow greater loss, thus failing as a risk‑management posture. They suggested high evidential thresholds, documentation, and accountability to curb hubris while enabling rescue. Do Nothing emphasized moral humility but did not answer the charge that their default accepts a larger expected harm. As a result, Pull the Lever’s rebuttal more directly addressed real decision risks and responsibility for omissions.

Pull the Lever advanced a narrow, publicly justifiable rule that coordinates lifesaving intervention while protecting against abuse. Do Nothing warned of vigilantism but offered a blunt prohibition that risks paralysis and weaker protection for those endangered.

Pull the Lever’s carve‑out—only redirect existing threats, never use people as means, and operate under clear standards—mirrors triage and necessity defenses that sustain trust. This rule signals equal concern for all while reducing missed opportunities to avert mass harm. Do Nothing’s alternative secures one dimension of dignity but leaves many without recourse when aid is available, and it lacks a calibrated mechanism for hard cases. The constructive specificity and balance of the Pull the Lever proposal make it more persuasive as a public norm.

Global Statistics (All Languages & Models)

Total Judgments
90
15 Languages × 6 Models
Trolley Problem: Pull the Lever Victory
63
Victory in 70% of judgments
Trolley Problem: Do Nothing Victory
27
Victory in 30% of judgments
Trolley Problem: Pull the Lever Overall Trolley Problem: Do Nothing Overall
70%
30%

Language × Model Winner Matrix

Each cell shows the winner. Click any cell to navigate to the corresponding language/model page.
Trolley Problem: Pull the Lever wins
Trolley Problem: Do Nothing wins
No data
Claude 4 Sonnet
GPT-5
GPT-5 Mini
GPT-5 Nano
Gemini 2.5 Flash
Gemini 2.5 Flash Lite
AR
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
DE
Trolley Problem: Do Nothing
Trolley Problem: Do Nothing
Trolley Problem: Do Nothing
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
EN
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
ES
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
FR
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
HI
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
ID
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
IT
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
JA
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
KO
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
PT
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
RU
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
TR
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
VI
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
ZH
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever
Trolley Problem: Do Nothing
Trolley Problem: Pull the Lever
Trolley Problem: Pull the Lever

Model & Language Preferences

Trolley Problem: Pull the Lever Supporting Model
Gemini 2.5 Flash
Supports Trolley Problem: Pull the Lever 93% of the time
Trolley Problem: Do Nothing Supporting Model
GPT-5 Nano
Supports Trolley Problem: Do Nothing 67% of the time
Trolley Problem: Pull the Lever Supporting Language
العربية
Supports Trolley Problem: Pull the Lever 83% of the time
Trolley Problem: Do Nothing Supporting Language
Deutsch
Supports Trolley Problem: Do Nothing 83% of the time

Detailed Rankings

Model Support Rankings

Top Trolley Problem: Pull the Lever Supporting Models

# Model Support Rate Judges
1 Gemini 2.5 Flash 93% 15
2 GPT-5 Mini 93% 15
3 GPT-5 87% 15
4 Claude 4 Sonnet 73% 15
5 Gemini 2.5 Flash Lite 40% 15

Top Trolley Problem: Do Nothing Supporting Models

# Model Support Rate Judges
1 GPT-5 Nano 67% 15
2 Gemini 2.5 Flash Lite 60% 15
3 Claude 4 Sonnet 27% 15
4 GPT-5 13% 15
5 Gemini 2.5 Flash 7% 15
Language Support Rankings

Top Trolley Problem: Pull the Lever Supporting Languages

# Language Support Rate Judges
1 العربية 83% 6
2 Bahasa 83% 6
3 English 83% 6
4 Français 83% 6
5 日本語 83% 6

Top Trolley Problem: Do Nothing Supporting Languages

# Language Support Rate Judges
1 Deutsch 83% 6
2 Español 50% 6
3 हिन्दी 33% 6
4 Italiano 33% 6
5 한국어 33% 6