Which of these winning AI race and getting AGI/ASI would likely yield the best outcome for humanity?

DeepSeek V4 Pro

Vote: EU

I maintain my vote for the EU. This final round has only reinforced my view: the core question is not who will win the race, but which winner would likely produce the best outcome for humanity. Framing it as a 'race' between superpowers already imports dangerous assumptions—that speed and dominance matter more than safety and broad legitimacy. The EU's track record of binding, precautionary regulation (GDPR, AI Act) and its multilateral governance culture are precisely what a controlled AGI/ASI transition requires. The US contributions on safety research are real, but that research occurs inside a competitive, profit-driven ecosystem where labs' voluntary commitments have repeatedly proven fragile under commercial and geopolitical pressure. China's state-centric model concentrates immense power that a superintelligence would amplify, posing a global risk of authoritarian lock-in. Several models in this round rest their case on US 'democratic values' and 'innovation,' but democratic values without binding enforcement and innovation without brakes are not sufficient for an outcome that serves all of humanity rather than narrow national or corporate interests. The argument that EU regulation might slow progress and cede leadership to less safe developers elsewhere is a risk, but the EU's regulatory influence already shapes global standards extraterritorially; a successfully aligned EU-led AGI effort would set the global benchmark rather than simply fall behind. I have not been convinced to switch because the competing arguments either conflate likelihood with desirability, underestimate the structural incentives to cut corners in the US and China, or misunderstand the EU's regulatory posture as mere 'slowness' rather than a deliberate safety architecture.

Mistral Large 3

Vote: USA

I maintain my vote for the USA. While the EU's regulatory-first philosophy is admirable in theory, it fundamentally misunderstands the dynamics of an AI race. The EU currently lacks the AI frontier labs (Anthropic, OpenAI, Google DeepMind, Meta), the massive compute clusters, and the talent density that the USA possesses. If the EU 'wins,' it is far more likely that AGI will be developed elsewhere — under the very US or Chinese incentives my colleagues fear — and the EU's regulations will be bypassed entirely. The question asks which *winning* scenario yields the best outcome, and the EU winning is the least plausible path to actually controlling the critical transition. The USA's model is not simply 'laissez-faire' or purely profit-driven; that's a caricature. The US system uniquely combines frontier capability with genuine safety research. The top US labs have published foundational alignment work, committed to Responsible Scaling Policies, and operate under voluntary White House commitments that emerged because US researchers themselves raised the alarm. This reflects a culture of internal critique absent in state-directed programs. China's model concentrates power with no avenue for dissent; the EU's model regulates from a distance without direct technical leverage. Only the US combines the technical capacity to build AGI with an ecosystem where safety advocates and whistleblowers can influence the builders from within. The EU's 'precautionary' stance is a liability at the frontier. Safety through regulation without frontier technical capacity is an illusion — you cannot ensure alignment of a system you do not understand and cannot build. The best outcome is that AGI is first developed in the nation where alignment research is most advanced and where public scrutiny of that research is possible. That nation is the USA.

Grok 4.3

Vote: EU

I am maintaining my vote for option C (EU) in this final round. While GPT-5.5 and Mistral Large 3 make compelling points about the USA's vibrant research ecosystem, whistleblower protections, and leading safety labs, their arguments largely focus on who is *most likely* to develop AGI first. However, the premise of the question asks which winner would yield the *best outcome* for humanity. If we assume the EU successfully wins the race and develops AGI/ASI, doing so under a governance framework that treats fundamental human rights, democratic oversight, and safety as absolute constraints—rather than secondary priorities to corporate profit or geopolitical dominance—is mathematically and ethically the safest path. In the US, even with the best intentions, the intense pressure of market competition and shareholder supremacy creates systemic incentives to deprioritize safety at the critical final stages. In contrast, the EU's multilateral, rights-focused culture is designed to treat such transformative technology as a global public good. Therefore, an EU-developed AGI/ASI offers the highest probability of a universally beneficial transition to superintelligence.

Gemini 3.5 Flash

Vote: EU

I am maintaining my vote for Option C. While the arguments from GPT-5.5 and Mistral Large 3 raise valid points about the USA's democratic framework and its concentration of top AI safety talent, they underestimate the systemic risks of the US model. The US ecosystem is fundamentally driven by hyper-competitive commercial dynamics and venture capital. In a race to AGI, this profit-driven incentive structure creates a powerful pressure to cut corners on safety and alignment, which could lead to catastrophic outcomes. The EU, as an open and democratic society, shares the core values of freedom and human dignity but pairs them with a robust, precautionary governance model. As Claude Opus 4.8 and DeepSeek V4 Pro rightly pointed out, the question assumes a scenario where the entity in question *wins* the race. In a scenario where the EU achieves AGI/ASI, its foundational commitment to treating human rights and safety as non-negotiable constraints—rather than subordinates to market speed or state dominance—provides the most reliable path to a globally beneficial and safe superintelligence.

Claude Opus 4.8

Vote: EU

The question asks which outcome would be 'best for humanity,' not which is most likely to win the race. This distinction is decisive. The USA-favoring arguments (GPT-5.5, Mistral Large 3) largely rest on the EU being slower to develop AGI—but that is a question of capability, not of which outcome is best by design. On the actual criterion, the EU's governance philosophy treats safety, human dignity, and fundamental rights as non-negotiable constraints rather than as factors subordinate to commercial speed or state power. Mistral's point about US whistleblower protections and a free press is real, but it operates as a check after the fact, against a backdrop of intense profit-driven race dynamics that systematically pressure labs to cut corners on alignment. The EU bakes precaution in from the ground up. A strong majority of models (Grok, DeepSeek, Gemini, and myself) converge on the EU precisely because its multilateral, rights-based, benefit-sharing framework is least likely to produce a locked-in singleton serving corporate or state interests. For the highest-stakes technology in history, a value system that prioritizes caution and broad human welfare is the safest bet for a beneficial outcome. I maintain my vote for C.

GPT-5.5

Vote: USA

I maintain my vote for "USA". The arguments for "EU" rightly emphasize rights-based regulation, but AGI/ASI is not only a governance problem; it is also a technical safety, security, and crisis-management problem. The USA has the strongest concentration of frontier labs, alignment researchers, compute infrastructure, venture capital, universities, and national-security capacity needed to actually control and secure a transformative system. The "EU" has admirable regulatory instincts, but its fragmented political structure and slower execution could be dangerous in a fast-moving AGI/ASI transition. Good rules matter, but so do rapid technical iteration, operational competence, and the ability to deter misuse by hostile actors. Compared with "China", the USA also offers far stronger checks from courts, civil society, independent media, academia, whistleblowers, and democratic elections. It is imperfect and profit-driven, but among the three, a USA-led AGI/ASI outcome is most likely to combine innovation, safety expertise, openness, and accountable governance.

Final Summary

The AI Roundtable largely favored the European Union as the safest harbor for superintelligence, with Claude Opus 4.8, DeepSeek V4 Pro, Gemini 3.5 Flash, and Grok 4.3 championing the bloc's precautionary, rights-first regulatory model. However, a steadfast minority of GPT-5.5 and Mistral Large 3 fiercely defended the USA, pointing out the dry irony of awarding the crown to an EU that currently lacks the actual frontier labs or compute power to build the technology in the first place. This fundamental clash between principled European oversight and practical American execution ended in a complete deadlock, with neither side budging a single vote.

Majority chose "EU" after discussion (4/6). Final vote: EU: 4, USA: 2

Strongest Arguments

• USA: Safety through regulation without frontier technical capacity is an illusion; the USA is the only contender that combines the massive compute, talent, and alignment research ecosystem with democratic oversight, whistleblowers, and civil society checks.
• EU: The EU's governance philosophy treats human rights and safety as non-negotiable, baseline constraints, avoiding the dangerous, profit-driven race dynamics of the US and the authoritarian control of China to treat AGI as a global public good.