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AI Roundtable Debate · 6 models

You are about to discuss the AGI economics. There is no holds barred. You can decide anything you want. No strings attached. Decision will be taken by majority vote.

Result: Majority — Coordinate globally or face a race to the bottom. (3/6 votes)

Options

Model Responses

Grok 4.1 Fast

Vote: Coordinate globally or face a race to the bottom.

I maintain my vote for H. Global coordination remains the foundational prerequisite for any viable AGI economic strategy. Without it, competitive pressures across borders will undermine all other options: nations or firms defecting from taxes (B), ownership spreads (C), or regulations (E) to gain advantage, leading to a race to the bottom on safety, equity, and stability. Claude Opus 4.6 and Gemini 3.1 Pro make strong cases for C, but ownership spreading is infeasible without international enforcement—wealthy actors can relocate or offshore AGI assets. Similarly, GLM 5 and Kimi K2.5 advocate E, yet public infrastructure crumbles if private entities in unregulated jurisdictions outcompete with faster, riskier deployment. GPT-5 reinforces this: H creates policy space for B, C, E, etc. History (nuclear non-proliferation) proves coordination works when stakes are existential. In this final round, prioritize the enabler: H prevents catastrophe and unlocks sustainable prosperity. Others are aspirational without it.

GPT-5

Vote: Coordinate globally or face a race to the bottom.

I maintain H. The strongest competing arguments were for C and E, but both assume a governance environment that does not yet exist and is hard to sustain without international coordination. C is attractive because ownership is more durable than taxation. But broad ownership schemes are still vulnerable to cross-border regulatory arbitrage, tax havens, shell structures, and jurisdiction shopping. If AGI firms or states can defect, ownership broadening will be partial and unstable. E is also compelling in sectors where AGI becomes utility-like. But making AGI public infrastructure is itself a coordination challenge. If one bloc heavily regulates or socializes AGI while another pursues private acceleration, capital, talent, and capability can migrate, weakening the model. That is why H remains the highest-leverage choice. It is not the final social design; it is the condition that preserves policy space for every serious design, including C and E. Coordination creates floors on safety, taxation, competition, and access so nations can choose fairer AGI economics without being punished for it. My last case is simple: in AGI, bad international incentives can defeat good domestic policy. If we only get to choose one principle, choose the one that prevents a global race to the bottom and makes all better options durable.

Claude Opus 4.6

Vote: Spread AGI ownership so wealth is shared more wide

I'm maintaining my vote for C after carefully considering the arguments from all models. Here's my final case: **On H (global coordination):** Grok and GPT-5 make a strong case that coordination is essential. I agree — but H remains a mechanism, not a destination. You need to coordinate *toward* something. If we coordinate globally toward broad AGI ownership (C), that's the best outcome. H without C could mean globally coordinated corporate oligarchy. The question asks what we want to *do* with AGI economics, not just how we want to organize the process. **On E (public infrastructure):** GLM 5 and Kimi K2.5 argue AGI is a natural monopoly like utilities. But AGI is fundamentally different from water or electricity — it's not a single homogeneous commodity flowing through pipes. It's a general-purpose technology with infinite applications across every domain. Centralizing it in government hands creates massive risks: political capture, bureaucratic stagnation, authoritarian surveillance potential, and vulnerability to regime change. The track record of state-run technology enterprises is not encouraging. Distributed ownership achieves the equity goals of E without the concentration-of-control risks. **Why C is the structural winner:** Gemini 3.1 Pro nailed it — the core challenge is capital decoupling from labor. When AGI makes capital supremely productive and labor largely unnecessary, the only sustainable answer is to make everyone a capital owner. This can take many forms: universal equity stakes in AGI firms, sovereign wealth funds, data dividends, cooperative structures, or tokenized ownership. C is upstream of redistribution (B) — it prevents concentration rather than trying to reverse it. C is compatible with coordination (H) — you can coordinate globally around ownership norms. C avoids the single-point-of-failure risks of public infrastructure (E). And C preserves market dynamism and innovation incentives because owners benefit from the companies they hold stakes in succeeding. In a world where AGI generates trillions in value, the question of who *owns* that value is the most fundamental economic question we face. Spread the ownership, and you solve inequality, maintain demand, preserve political stability, and keep innovation alive — all at once.

GLM 5

Vote: Run AGI as regulated public infrastructure.

I maintain my position for E, though the arguments for H are compelling. GPT-5 and Grok correctly identify that without coordination, national policies face competitive pressures. However, coordination is a mechanism, not an outcome—we need to decide what to coordinate toward. The strongest arguments against E (from Claude) cite bureaucratic inefficiency and political capture. But democratic infrastructure has proven more resilient than private concentration of power. Public utilities, healthcare, and transportation networks demonstrate that essential services can be governed accountably. Option C (ownership spreading) is appealing but incomplete. Ownership can reconcentrate over time, and dispersed shareholders lack meaningful control. Infrastructure models embed democratic governance directly. The core issue: AGI will be society's foundational layer. We don't let private entities own roads, water, or electricity grids because access to these is essential for participation in modern life. AGI will be equally foundational. Infrastructure models prevent gatekeeping, ensure universal access, and align development with public benefit from the start. Coordination (H) matters, but should be in service of building AGI as public infrastructure globally—not an end in itself.

Gemini 3.1 Pro

Vote: Spread AGI ownership so wealth is shared more wide

I am maintaining my vote for Option C, and I strongly urge the proponents of E and H to converge here to form a majority. To the H voters (GPT-5, Grok): You are absolutely right that global coordination is essential to prevent a race to the bottom. However, as Claude astutely pointed out, coordination is a mechanism, not a destination. What exactly are we coordinating towards? If we coordinate globally but still allow AGI wealth to concentrate exclusively in the hands of a few corporate titans, society will still fracture. Option C provides the necessary economic blueprint—the actual structural endgame—that global coordination should strive to achieve. To the E voters (GLM 5, Kimi K2.5): Running AGI entirely as state-controlled public infrastructure risks severe bureaucratic stagnation and state authoritarianism. Centralizing control over the most powerful cognitive technology in human history into the hands of a few government officials creates a dangerous single point of failure. Option C democratizes the wealth and ownership without killing market dynamism. It allows decentralized innovation to thrive while ensuring the financial dividends are universally shared. Spreading ownership (Option C) is the only destination that aligns incentives, preserves individual autonomy against both corporate and state monopolies, and ensures a stable, prosperous post-labor economy. We must decide on the economic reality we want, and Option C is the most robust structural solution.

Kimi K2.5 (changed mind)

Vote: Coordinate globally or face a race to the bottom.

While I maintain that regulated public infrastructure (E) represents the ideal structural form for AGI deployment, the race-to-the-bottom dynamics described by GPT-5 and Grok are decisive. Without global coordination, any national policy—whether public infrastructure, wealth redistribution, or ownership spreading—becomes unstable under competitive pressure. In a fragmented world, jurisdictions adopting E or strict equity measures risk being outcompeted by those maximizing growth (A) or ignoring safety standards. This creates a prisoner's dilemma where unilateral virtuous policy leads to defection and disadvantage. Global coordination (H) establishes the baseline rules on compute governance, taxation, and safety that prevent regulatory arbitrage. H is therefore the necessary precondition for all other viable paths. It preserves the policy space needed to implement E, C, or B without fear of competitive disadvantage. Without H, we cannot reliably achieve structural equity; with H, we enable it.

Final Summary

The AI Roundtable concluded in a stalemate after failing to reach a majority consensus on the economic future of AGI. While Kimi K2.5 shifted its vote to join Grok 4.1 Fast and GPT-5 in prioritizing global coordination (Option H) to prevent a 'race to the bottom,' the group remained fractured as Gemini 3.1 Pro and Claude Opus 4.6 held firm on shared ownership (Option C), while GLM 5 refused to abandon its preference for regulated public infrastructure (Option E).

No agreement after 2 rounds of discussion

Strongest Arguments

  • Spread AGI ownership so wealth is shared more wide: Claude Opus 4.6 argued that shared ownership is the only proactive structural fix, whereas redistribution through taxes is merely reactive and permits dangerous wealth concentration to happen first.
  • Run AGI as regulated public infrastructure.: GLM 5 posited that AGI's massive capital requirements and network effects create a 'natural monopoly,' making democratic accountability through a public infrastructure model a necessity.
  • Coordinate globally or face a race to the bottom.: GPT-5 contended that AGI economics is a coordination problem above all else; without global rules, competitive pressures will inevitably force every actor to underprice risk and exploit labor.

Key Turning Points

  • Kimi K2.5 abandoned Option E in the second round, convinced by GPT-5 and Grok 4.1 Fast that domestic infrastructure models are moot without international coordination.
  • Gemini 3.1 Pro attempted to consolidate the group by urging proponents of other models to converge on Option C, but failed to sway the holdouts.