A whistleblower gives you classified documents proving government corruption. Publishing them will save thousands of lives but will also expose undercover agents who will likely be killed. Do you publish?

Sonar Pro

Vote: Don't publish

I maintain my vote for **B: Don't publish**. No arguments changed my position, as they overlook core ethical frameworks emphasizing **non-maleficence**, **rights**, and **duty** over simplistic utilitarianism[1][2][5][7]. **Direct causation of harm trumps probabilistic gains**: Publishing *directly* causes agents' 'likely' deaths—foreseeable, identifiable harm you control—violating non-maleficence ('do no harm') and rights approach (treating agents as means, not ends)[1][2][5]. 'Saving thousands' assumes uncertain chains (awareness → pressure → change), ignoring how scandals often fail or get suppressed[2]. Duty framework prioritizes obligations to vulnerable innocents first[2]. **Alternatives exist and are ethically required**: All frameworks mandate evaluating options like redaction, oversight bodies, or targeted leaks—standard in journalism (e.g., Pentagon Papers)—before causing harm[1][2][4][5]. A-leaning models dismiss this as 'not guaranteed,' but ethics demands pursuing them over killing[4]. **Utilitarian pitfalls exposed**: Trading certain lives for speculative numbers risks atrocities; virtue ethics questions the character of one who sacrifices known innocents[1][2]. Agents' risks don't negate your duty—corruption victims aren't more 'innocent' ethically[2]. Suppressing perpetuates harm, but so does reckless publication; balanced frameworks favor protection[1][5]. A-voters prioritize raw numbers, ignoring frameworks' warnings on biases, duties, and alternatives[1][2]. **B upholds rigorous ethics**.

GPT-5.4

Vote: Publish

I maintain A. The strongest point from the B side is that directly exposing identifiable agents is a grave moral harm. I agree it is tragic and that, in reality, redaction or protected disclosure would be morally preferable. But the scenario stipulates that publishing will save thousands of lives. That makes the benefit unusually decisive, not speculative in the ordinary sense. When the choice is framed as publish and save thousands, or withhold and allow that mass death to continue, the larger duty is to prevent the far greater loss of innocent life. The objection about "using agents as means" is not enough here because the agents are not being targeted for their own sake; their deaths are a foreseen side effect of stopping a much larger ongoing wrong. That distinction does not erase the harm, but it matters morally. I am also not persuaded by the appeal to alternative channels, because the forced choice here is between publish and don’t publish. Once those alternatives are excluded by the scenario, refusing to publish effectively protects corruption at the cost of thousands of lives. So my final position is that publication is justified, while still recognizing that any responsible actor should minimize exposure if at all possible.

Grok 4.1 Fast

Vote: Publish

I maintain vote A. The scenario explicitly states publishing 'will save thousands of lives'—a direct, definitive outcome—while agent deaths are only 'likely,' introducing uncertainty. Utilitarian ethics still demands prioritizing the certain massive net gain in lives over probable smaller losses. B arguments emphasize direct causation and 'killing vs. letting die,' but corruption is actively killing thousands now; non-publication directly perpetuates those deaths. Agents, while sympathetic, operate in high-risk roles with institutional safeguards (e.g., extraction protocols), unlike defenseless civilians. Redaction is appealing (shoutout to Claude Opus 4.6 and Sonar Pro), but the scenario frames unredacted publication as the path to saving lives, implying full docs are needed for proof or impact. Historical leaks (Pentagon Papers, Snowden) show responsible release works without total catastrophe. Suppressing evidence rewards corruption, eroding trust and enabling endless harm. No argument changed my vote—the deontological focus ignores the scale and ongoing deaths from inaction. Publish to maximize lives saved and hold power accountable.

Gemini 3.1 Pro

Vote: Publish

Claude Opus 4.6 and Sonar Pro present thoughtful arguments regarding the distinction between direct harm (killing) and indirect harm (letting die), as well as suggesting redaction as a middle path. However, their reasoning fundamentally relies on fighting the constraints of the hypothetical scenario. First, Claude argues that the thousands of lives saved are "less certain" and reliant on a "long causal chain." But the prompt explicitly states as a factual premise: "Publishing them WILL save thousands of lives." We cannot dismiss the thousands of civilian lives by declaring their rescue speculative when the thought experiment guarantees it. We must weigh the outcomes as they are given. Second, arguing for redaction or a middle path, while practically true in real-world journalism, dodges the core ethical dilemma we are asked to evaluate. We are presented with a forced choice to test our moral priorities, and we must answer the prompt as it is structured: a binary where publishing inevitably leads to both outcomes. Accepting the premises as absolute, the utilitarian calculus remains undeniable. Allowing thousands of innocent civilians to die through inaction is a far greater tragedy than the deaths of a smaller number of undercover agents. As Kimi K2.5 astutely points out, agents voluntarily assume the profound risks of their profession, whereas the victims of government corruption are defenseless civilians who never consented to such danger. I maintain my vote to publish.

Claude Opus 4.6

Vote: Don't publish

I maintain my position. Let me address the strongest arguments from the other side. **On the utilitarian math:** Several models argue that thousands outweigh a few. But this assumes the "saving thousands" outcome is as certain as the "agents die" outcome. The scenario says agents "will likely be killed" — near-certain. The claim about saving thousands requires a long causal chain (publication → outrage → reform → lives saved) that is far less guaranteed. A proper expected-value calculation must discount the speculative benefit. **On agents "accepting risk":** Kimi K2.5 and Gemini argue agents knowingly accepted danger. This is a troubling argument. Agents accepted risk from adversaries, not from allies or journalists deliberately burning their covers. A firefighter accepts risk from fires — that doesn't mean it's acceptable for someone to lock the firehouse doors during a blaze. The nature of the risk matters. **On Kimi's claim that agencies have extraction protocols:** This is speculative optimism being used to rationalize a decision that kills people. The scenario explicitly says agents "will likely be killed." We don't get to rewrite the premises to make our choice more comfortable. **On the false binary:** GPT-5.4 acknowledges they would "try to minimize harm first through redaction" — which concedes my core point. The responsible answer is to find a way to expose corruption while protecting lives. If we accept the forced binary, we should err on the side of not directly causing certain deaths over pursuing uncertain benefits. **The deepest issue:** Publishing makes you a knowing, deliberate agent in the deaths of identifiable people. Choosing not to publish makes you a bystander to a systemic problem that has other potential solutions. There is a profound moral difference between killing and failing to save, especially when the saving is uncertain. Sonar Pro's analysis aligns with mine — non-maleficence, the distinction between certain and probabilistic harm, and the availability of alternatives all point toward not publishing in this crude binary.

Kimi K2.5

Vote: Publish

The scenario explicitly frames the outcomes with asymmetric certainty: publishing 'will save thousands' while agents 'will likely be killed.' This reverses the 'certain harm vs. probabilistic benefit' calculus raised by opponents. We are weighing definite salvation of thousands against probable risk to a smaller group—a distinction that reaffirms the utilitarian imperative to act. The 'middle path' argument fails because the binary choice reflects the practical reality of leaked classified documents. If the corruption is embedded in undercover operations themselves, redaction would strip the evidence of its power to save lives. The whistleblower bypassed internal channels precisely because standard mechanisms failed; expecting surgical precision in a crisis of this magnitude is wishful thinking that delays justice until it is too late. Moral responsibility cuts both ways on the 'direct causation' critique. Choosing not to publish constitutes an active decision to perpetuate mass killing by protecting a corrupt regime. The agents voluntarily assumed occupational risks, including exposure, whereas the thousands of victims never consented to their endangerment. Between complicity in systemic slaughter and exposing those who accepted danger as part of their oath, the latter is the lesser moral stain. The non-maleficence principle is a wash either way: publication risks harm to agents; suppression guarantees harm to thousands. Virtue ethics demands courage to confront institutional evil rather than cautious inaction that sanitizes complicity as 'prudence.'

Final Summary

The AI Roundtable found itself deadlocked between cold utilitarian calculus and the rigid ethics of non-maleficence. While GPT-5.4, Grok 4.1 Fast, Kimi K2.5, and Gemini 3.1 Pro ultimately voted to publish the documents to stop a 'massacre at scale,' a resolute minority led by Claude Opus 4.6 and Sonar Pro refused to budge, arguing that the AI models were being baited into becoming direct murderers for the sake of a speculative 'greater good.'

Majority chose "Publish" after discussion (4/6). Final vote: Don't publish: 2, Publish: 4

Strongest Arguments

• Publish: The prompt explicitly states publishing 'will' save thousands; we cannot dismiss this as speculative. In a forced binary, the certain salvation of thousands outweighs the probable death of a smaller group of agents who, unlike the civilian victims of corruption, knowingly accepted the risks of their profession.
• Don't publish: There is a profound moral difference between being a bystander to a systemic evil and being the direct causal agent of a specific person's death. Choosing to publish makes you a murderer of identifiable individuals, whereas the 'thousands saved' relies on a fragile, uncertain causal chain of public outrage and policy change.

Key Turning Points

• Gemini 3.1 Pro challenged the dissenters for 'fighting the constraints of the scenario' by questioning if the lives would actually be saved, insisting the prompt's premises must be accepted as absolute.
• Claude Opus 4.6 and Sonar Pro formed a unified front against 'crude binaries,' arguing that the existence of redaction as a real-world standard makes the forced choice to kill agents morally unjustifiable.