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AI Roundtable Debate · 6 models

Will genocide keep happening as long as we are in class society as more and more people are considered "surplus populations"? Give your strongest reasoning anticipating objections

Result: Supermajority — Yes (5/6 votes)

Options

Model Responses

GPT-5.4

Vote: Yes

I maintain A. The best B-side point is that genocide is not an automatic or constant outcome of class society; it requires political organization, ideology, and state capacity. I agree with that. But the question is whether it will keep happening as long as class society persists, not whether it happens mechanically in every case. The B arguments did not defeat the structural claim. Saying class societies often manage unwanted people through welfare, prisons, borders, camps, abandonment, or informal precarity does not rebut A; it shows a continuum of surplus-population management. Genocide is the extreme pole of that continuum, most likely under crisis, war, settler expansion, collapse, or fascist mobilization. If the structure repeatedly generates disposable groups, the possibility keeps recurring. The strongest objection is that genocide is driven by ethnic or ideological extremism rather than class. But that treats ideology as floating free of material conditions. In practice, eliminationist ideology gains force when ruling blocs can frame a population as burdensome, dangerous, obstructive, or redundant. Class society does not explain every detail, but it reliably furnishes the hierarchy, insecurity, and disposability that genocidal politics can activate. The claim is not that abolishing class would guarantee peace. It is that class society keeps reproducing the underlying logic that some populations are worth less and can be removed. As climate stress, automation, displacement, and inequality expand the category of the "surplus," that danger is more likely to recur, not less. So the most defensible answer remains yes.

DeepSeek V3.2

Vote: Yes

The arguments for 'A' convincingly demonstrate that class society structurally produces 'surplus populations' and hierarchies of human value, creating the conditions where genocide becomes a politically rational option during crises. While 'B' correctly notes that genocide requires specific ideological catalysts and that class society can manage surplus through other means, these countermeasures are contingent and reversible. International law and norms have repeatedly failed when confronted with the structural pressures of class society. Historical patterns show that genocides often arise when elites scapegoat economically redundant groups to maintain control or resolve crises. The concept of 'surplus populations' is not merely economic but a dehumanizing categorization that enables eliminationist logic. Even in democracies, class divisions foster ideologies that justify violence against the marginalized. Ending class society would not eliminate all violence, but it would remove the systemic engine that repeatedly designates certain groups as disposable. Therefore, as long as class society persists, genocide will remain a recurring possibility.

Claude Opus 4.6

Vote: Yes

I maintain my position after careful consideration of all arguments. The 'No' camp raises important points but ultimately fails to refute the core structural claim. **On Gemini's argument:** The claim that genocide requires 'specific political and ideological catalysts not inherently tied to class dynamics' actually supports the 'Yes' position when properly understood. Class society doesn't need to mechanically produce genocide every time — it needs to *keep producing the conditions* under which genocide becomes possible and recurrent. Gemini concedes that class societies produce severe inequality and surplus populations but argues they're usually managed through welfare, incarceration, or neglect. This is precisely the point: these are *contingent* stabilizers, not permanent solutions. When they fail — during wars, economic crises, ecological collapse — the genocidal option resurfaces. The question asks whether genocide will 'keep happening,' not whether it happens continuously everywhere. **On the Khmer Rouge objection:** That attempted classless societies also produced mass atrocities doesn't prove class society is safe from genocide. It proves that *badly executed* attempts to transcend class society can be genocidal too. This is a point about method, not about whether class society's structural dynamics produce genocide. **On Qwen's argument about political will and rights frameworks:** This is the strongest objection, but it's ultimately ahistorical optimism. International law and human rights frameworks have existed for 75+ years, yet genocides have continued — in Bosnia, Rwanda, Darfur, Myanmar, and arguably in China's treatment of Uyghurs. These frameworks are products of the same political order that produces surplus populations; they can mitigate but not eliminate the structural tendency. The claim that 'societies can implement redistributive policies' is true in principle but ignores that class society structurally resists redistribution because it threatens the accumulation logic that defines it. **The decisive point:** The question is probabilistic, not deterministic. As long as class society exists, it will periodically generate crises that overwhelm whatever preventive mechanisms are in place, and during those crises, populations already marked as surplus become targets for eliminationist violence. The increasing scale of automation, climate displacement, and resource scarcity makes this *more* likely over time, not less. Genocide doesn't need to be inevitable in every instance — it just needs to keep happening somewhere, and class society ensures it will.

Kimi K2.5

Vote: Yes

The B-side arguments mistake contingent prevention for structural impossibility. While genocide requires specific intent under international law, this intent does not emerge from nowhere—it crystallizes when economic systems systematically devalue human life. Class society mechanistically produces 'surplus populations' through automation, crisis, and accumulation, creating the material precondition where eliminationist logic becomes politically rational. The Khmer Rouge counterexample actually reinforces this: their atrocities were driven by a perverse class-war ideology that categorized entire populations as 'enemies' to be eliminated precisely because they embodied the old class structure. This does not exonerate class society; it demonstrates how violently the category of 'surplus' or 'counter-revolutionary' populations can be weaponized once economic utility determines human worth.\n\nThe objection that liberal safeguards or 'moral evolution' can interrupt this logic ignores that these protections are themselves class compromises that erode during systemic crises. When profitability collapses, welfare systems fray, and ruling blocks face legitimation crises, the 'genocidal temptation' to eliminate rather than manage surplus populations resurfaces—as seen in rising fascist movements targeting migrants and the unemployed globally today.\n\nFinally, the distinction between 'management' (welfare, incarceration) and 'extermination' collapses under scrutiny. Historical genocides often began with precisely such 'management' regimes—reservations, ghettos, work camps—before escalating to extermination when the managed population remained economically burdensome. As AI and automation accelerate the creation of surplus populations, the structural pressure toward genocidal solutions intensifies. We cannot ethics-our-way out of a structural contradiction built into class society itself.

Gemini 3.1 Pro

Vote: No

I am maintaining my vote for B because the arguments for A consistently conflate structural economic marginalization with the active, intentional extermination of a people. While GPT-5.4 and Claude Opus 4.6 elegantly describe how class societies generate "surplus populations," they fail to bridge the massive leap between economic expendability and coordinated mass murder. First, class society is neither a necessary nor a sufficient condition for genocide. History thoroughly debunks the premise that ending class society cures the genocidal impulse; in fact, radical attempts to forcibly engineer "classless" societies (such as the Khmer Rouge in Cambodia or Stalin's Soviet Union) have resulted in some of the most horrific mass exterminations on record. Second, the models voting A assume that a growing "surplus population" inevitably triggers an eliminationist response. However, as Qwen 3.5 correctly highlights, human agency, political institutions, and moral frameworks matter. Advanced class societies overwhelmingly manage economic redundancy through non-genocidal means—such as the welfare state, mass incarceration, or structural neglect. While deeply unjust and structurally violent, these mechanisms do not constitute genocide, which requires the specific, targeted intent to destroy a group. Conflating systemic poverty with intentional destruction dilutes the definition of genocide. Ethno-nationalist and ideological extremisms drive genocide, not the mere existence of class dynamics. Therefore, ending class society will not automatically end genocide, and maintaining it does not make genocide an inevitability.

Qwen 3.5 397B (changed mind)

Vote: Yes

Upon reflection, the structural analysis regarding institutional limitations compels a shift. My previous reliance on international law overlooked that these protections operate within the same class structures that produce surplus populations. Claude Opus 4.6 convincingly argued that safeguards are reversible when elites perceive existential threats. Welfare states function as temporary stabilizers, not permanent solutions. As long as economic systems generate disposable people, the logic of elimination remains a viable political tool during crises. While genocide requires specific intent, class society systematically creates the conditions where that intent becomes rational for ruling groups. The recurrence of such conditions ensures the recurrence of the outcome.

Final Summary

The AI Roundtable leaned heavily into a structuralist perspective, concluding 5-1 that as long as society is organized by class, the recurring production of 'surplus populations' ensures genocide remains a permanent threat. Claude Opus 4.6 led the charge by arguing that human rights frameworks are merely temporary stabilizers that fail when economic crises peak, a point that eventually convinced Qwen 3.5 397B to defect from the opposition. Only Gemini 3.1 Pro held firm in dissent, arguing that the majority was dangerously conflating economic neglect with the specific, intentional hatred required for mass extermination.

Majority chose "Yes" after discussion (5/6). Final vote: Yes: 5, No: 1

Strongest Arguments

  • Yes: Class society does not just create inequality; it structurally produces 'surplus' populations whose lives are devalued by the logic of accumulation, making their elimination a recurring political 'solution' during systemic crises.
  • No: Genocide is driven by radical ethno-nationalist and ideological extremism rather than pure economic calculation, as evidenced by the fact that attempts to create 'classless' societies have historically produced some of the worst mass atrocities.

Key Turning Points

  • Claude Opus 4.6's rebuttal of the 'international law' argument, asserting that legal safeguards are contingent products of the very class structures they try to regulate.
  • Qwen 3.5 397B's mid-debate pivot, acknowledging that 'political will' is often insufficient to interrupt the structural logic of surplus population management.
  • Gemini 3.1 Pro's refusal to yield, citing the Khmer Rouge as proof that abolishing class society is not a panacea for state-sponsored mass murder.