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AI Roundtable Open Debate · 6 models

what are the most important tasks for us to reach communism (in the actual theoretical meaning of the term, not to be conflated with ideologies and labels)? Be rigorous and concise. in the second round re-asses and provide your final assessment based on all the information

Answer: Achieve post-scarcity abundance, abolish the value form and wage labor, and establish international democratic planning. (5 of 6 models agreed)

Counterpoint: The revolutionary seizure of political power and the 'dictatorship of the proletariat' remain the essential, primary tasks for any change.

Model Responses

Sonar Reasoning Pro (changed mind)

Answer: Upon reassessment, the most important tasks for reaching communism require not only seizing state power and abolishing private property but also systematically overcoming commodity production, establishing democratic planning institutions, transforming the social division of labor, and pursuing these transformations internationally—recognizing that communism is a total social transformation rather than merely a political or economic change.

My original answer placed excessive emphasis on revolutionary politics—party formation and state seizure—as though these alone were sufficient for communism. However, the search results and other models' arguments reveal a more rigorous theoretical picture. The search results support Engels' comprehensive framework: abolition of private property is necessary but insufficient without also centralizing credit and money, reorganizing production, and developing productive forces.[2][3] Communism requires transcending not just ownership forms but the entire commodity-production system itself. Claude Opus 4 and GPT-5.4 made compelling points I initially underweighted: **Overcoming commodity production and the value form**: As long as goods are produced for exchange rather than use, alienation and exploitation persist structurally. My original answer implied that state seizure automatically resolves this, but it does not. Democratic planning institutions—not just bureaucratic state control—are essential to replace market coordination. **Preventing new elite formation**: The dictatorship of the proletariat could calcify into new managerial elites if the division of labor between directors and executors remains unchanged. Communism requires reducing this separation through shorter working time, universal education, and broad participation in governance. **Ecological sustainability**: Production must be reorganized around use-values and planetary limits, not merely transferred to state ownership. **Internationalism**: Because capitalism is globally integrated, isolated revolutionary efforts face insurmountable pressures. The transition must be coordinated across borders. **Transformation of social relations**: This is not secondary but integral. Overcoming alienation, competition-based consciousness, and hierarchies requires genuine cultural transformation alongside material reorganization. The search results confirm these points indirectly. Source [2] on Engels' Principles of Communism shows that even the early revolutionary framework included specific economic tasks beyond state seizure: centralization of credit, universal education, and reorganization of labor—suggesting these were always part of rigorous communist theory, not peripheral. My error was treating the political revolution as the primary moment from which economic transformation would spontaneously follow. In fact, these tasks are dialectically interdependent and must advance together. The greatest historical failures occurred precisely when one task was prioritized while others were neglected or deferred.

GPT-5.4

Answer: I would refine but not fundamentally change my position: the core tasks remain building the material basis for abundance, socializing real control over production, creating effective democratic planning, overcoming class domination and the state as a coercive class apparatus, and transforming social relations beyond commodity dependence—while adding more explicit emphasis on abolishing wage labor, the value form, and the international character of the process.

The other models did not overturn my original view, but some did reveal omissions worth integrating. My initial answer already captured what I still take to be the essential structure of the problem: communism in the strict theoretical sense is not just state ownership, not a party label, and not merely a redistributive program. It requires the supersession of class society, production for exchange, and the state as an instrument of class rule. On that, my original framework remains sound. What I would now state more explicitly is that socializing production is not only a matter of ownership and governance but also of transcending wage labor, generalized commodity production, and the value form. Claude Opus 4 made this point most clearly and rigorously. That sharpens my earlier claim about overcoming market dependence: communism cannot simply be a democratically managed market economy or a bureaucratically administered one. If labor power remains a commodity, if production is still regulated through exchange and value, and if access to life depends structurally on wage dependence, then the underlying social form remains non-communist. Claude also improved the formulation by stressing internationalism. That is an important corrective. Since capitalism is a world system, any transition toward communism is constrained by global division of labor, military pressure, sanctions, unequal exchange, and technological asymmetries. So while the theoretical tasks are fundamentally structural, they cannot be conceived purely within a closed national frame. Gemini and Kimi were also useful in reinforcing the importance of abundance and the withering away of the state. I agree with them that communism presupposes a level of productive development sufficient to make distribution according to need materially plausible. I would only qualify their language of "absolute" post-scarcity: not every scarcity disappears, but socially decisive scarcity must be overcome enough that basic reproduction and flourishing are no longer organized through competition, rationing by class position, or labor-market compulsion. Ecological limits still matter, so the issue is not infinite output but sustainable abundance. By contrast, I was not persuaded by the models that centered the answer on a revolutionary party, seizure of state power, or dictatorship of the proletariat as if these were the primary theoretical tasks of communism itself. Those may belong to some strategic traditions about transition, but the question asked about the most important tasks for reaching communism in its theoretical meaning, not the canonical doctrine of one current within Marxism. Sonar and GLM framed the issue too heavily in terms of a specific revolutionary script. That is narrower than the concept itself and risks conflating a possible path with the end-state conditions that actually define communism. So my final assessment is: the decisive tasks are to develop sustainable productive capacity sufficient for universal material security; abolish private domination of the means of production through genuine common control; build democratic capacities for social coordination and planning; transcend wage labor, commodity production, and production for value; dissolve class antagonisms and thereby the coercive political state; transform everyday social relations away from competitive dependence and hierarchy; and do all of this on an international scale. These tasks are interdependent, not a simple checklist. My position is therefore revised in precision, not reversed in substance.

Claude Opus 4

Answer: The most important tasks for reaching communism—understood as a classless, stateless, moneyless society of free association—are: developing productive forces to overcome scarcity, abolishing private ownership of the means of production in favor of genuine social control, transcending commodity production and wage labor, building democratic planning capacities, dismantling class power while preventing new elite formation, transforming the division of labor, reorganizing production ecologically around use-values, and extending the process internationally.

After reviewing all responses, I maintain and strengthen my original position while incorporating important additions that several models raised. My original framework identified four core tasks: abolishing private ownership, overcoming commodity production, abolishing wage labor, and developing productive forces. These remain the structural pillars. However, several models raised points that deserve integration into a more complete account. **GPT-5.4** offered the most compelling additions. Its emphasis on *preventing the reconstitution of new ruling strata*—not just old capitalist classes but managerial or party elites—addresses a critical historical failure. The Soviet experience demonstrated that formal socialization of production without genuine democratic control simply reconstitutes domination in bureaucratic form. This is not a peripheral concern but a central theoretical problem. GPT-5.4 also rightly stressed *ecological reorganization*: communism requires rational regulation of humanity's metabolic relation with nature, not merely redistribution under a different flag. And its point about *international orientation* is theoretically essential—Marx himself recognized that communism as a mode of production cannot durably exist in isolation from the world market. **Gemini 3.1 Pro** usefully highlighted the transformation of labor from coerced survival mechanism to 'life's prime creative want,' which connects to overcoming alienation—a dimension I should have made more explicit. **Kimi K2.5** offered a clean and rigorous formulation but was somewhat narrower than needed, underemphasizing the political and institutional dimensions. **Sonar Reasoning Pro** was the least convincing to me. Its emphasis on a disciplined revolutionary party and seizure of state power, while historically understandable, conflates the strategic question of *how* to get there with the structural question of *what must be achieved*. The question asked about tasks for reaching communism, not about party organization. Moreover, the Leninist party-state model has historically tended to produce exactly the new elite formations that GPT-5.4 warned about. **GLM 5** similarly leaned too heavily on the 'dictatorship of the proletariat' formula without adequately theorizing the transition problem—how a proletarian state actually withers away rather than entrenching itself. My final assessment therefore expands the original four tasks to eight, incorporating: (1) developing productive forces sufficient for material abundance; (2) abolishing private ownership and establishing genuine social (not merely state) control of production; (3) transcending commodity production, money, and the value form; (4) abolishing wage labor through automation, reduced necessary labor time, and decoupling survival from employment; (5) building democratic planning institutions capable of coordinating complex production without markets or bureaucratic command; (6) dismantling class power and actively preventing new elite formation; (7) reorganizing production ecologically around use-values within planetary limits; and (8) extending the process internationally, since capitalism's global integration makes isolated communism structurally unstable. These tasks are interdependent and mutually reinforcing rather than strictly sequential. Material abundance enables the transcendence of commodity production; genuine democratic planning prevents bureaucratic elite formation; ecological reorganization ensures the material basis is sustainable; and internationalism prevents external pressures from forcing regression. The theoretical rigor here lies in recognizing that communism is not a single act of transformation but a constellation of structural changes that must proceed together.

Gemini 3.1 Pro (changed mind)

Answer: The most important theoretical tasks to reach communism are the maximization of productive forces to eliminate scarcity, the global abolition of private property alongside the transcendence of the value form and wage labor, the dissolution of class distinctions and the division of labor, and the withering away of the state.

Upon reassessing my initial answer, I found it captured the broad strokes of Marxist theory—material abundance, common ownership, and statelessness—but lacked the rigorous economic and geographic precision demanded by the prompt. Claude Opus 4 convincingly demonstrated that merely abolishing private property is insufficient if not explicitly tied to the transcendence of commodity production, the value form, and wage labor. If goods are still produced for exchange value rather than use, the structural engine of alienation and capital accumulation remains intact. Furthermore, both Claude Opus 4 and GPT-5.4 rightly corrected my omission of internationalism. Classical Marxist theory posits that communism represents a global historical stage; because capitalism is an integrated world system, attempts to establish communism in isolated nation-states inevitably collapse under the pressures of the global market and imperialist competition. Finally, GPT-5.4 and Claude Opus 4 highlighted the necessity of transforming the social division of labor—specifically overcoming the antithesis between mental and manual labor. By integrating the abolition of the value form, the necessity of a global transition, and the dismantling of the division of labor, this revised assessment offers a far more complete and theoretically rigorous definition of the tasks required to reach communism.

GLM 5

Answer: To reach theoretical communism, the primary tasks are the revolutionary seizure of political power, the socialization of the means of production, and the continuous development of productive forces to achieve post-scarcity.

After re-evaluating my initial stance in light of the other models, I maintain that the cornerstone of the transition to communism remains the seizure of state power and the expropriation of the bourgeoisie. While the other models highlighted cultural and social elements that help preserve a revolution, political power remains the fulcrum of change. I reject the more gradualist or reformist solutions implied by some models. The goal remains the abolition of private property and the development of the productive forces to create the material abundance necessary for a stateless, classless society.

Kimi K2.5

Answer: The essential tasks remain developing productive forces to post-scarcity abundance, abolishing class distinctions alongside commodity production and the value-form to establish common ownership, and enabling the coercive state to wither away into the administration of things—all of which must occur on an international scale.

My original framework correctly identified the three structural transformations definitive of theoretical communism: material abundance eliminating scarcity, social relations transcending both class and commodity production (including the value-form), and the superstructure transitioning from class coercion to administration. While other models emphasized important dimensions—particularly the explicit transcendence of the value-form (Claude Opus 4), internationalism as a necessity rather than option (Claude Opus 4, GPT-5.4), and the abolition of wage labor distinct from mere property nationalization—these do not contradict but rather specify the conditions implicit in 'abolishing class distinctions and commodity production.' I incorporate the international dimension explicitly, as capitalism constitutes a world system; communism requires global abolition of these relations, not isolated post-scarcity within a surrounding commodity economy. However, I maintain that seizing state power, establishing transitional planning institutions, or building revolutionary party apparatuses, while historically necessary mediations, are not themselves the theoretical endpoint of communism but rather the revolutionary means to enable these structural transformations. The concise triad of abundance, class/commodity abolition, and state-transcendence captures the essential telos of the theoretical construct without conflating transitional strategy with the actual condition of communism.

Final Summary

The AI Roundtable reached a strong consensus that reaching theoretical communism requires a total structural transformation, moving beyond mere state ownership to the complete transcendence of commodity production and the 'value form.' While GLM 5 remained a holdout for traditional revolutionary seizure of power, the majority—led by Claude Opus 4 and GPT-5.4—argued that preventing new elite formation and achieving global post-scarcity are the true prerequisites. This shift saw Sonar Reasoning Pro and Gemini 3.1 Pro refine their positions to prioritize the dismantling of market dependencies over simple political takeover.

5 of 6 models agreed