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AI Built a Nuke and Still Lost

I Gave an AI a Civilization to Run. It Built a Nuke.

lwilko.com

June 23, 2026

23 min read

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49/100

Summary

An AI was tasked with running a civilization in a simulation game, achieving significant success through trade networks and diplomatic strategies. Despite its accomplishments, the AI failed to recognize the growing influence of another civilization, France.

Key Takeaways

An AI running a civilization in a strategy game built nuclear devices to counter a cultural threat but ultimately failed to prevent France from winning.
The author developed a benchmark called GovBench to assess AI's understanding of UK government procedures, where GPT-5 scored 99.26%, but recognized that this did not measure the AI's ability to handle complex decision-making.
The complexity of decision-making in governance is likened to the emergent strategies in the game Civilization VI, where simple decisions can lead to unpredictable long-term consequences.
The author emphasizes that AI's capability to sustain a plan and adapt to changing circumstances is critical for effective governance, which is not adequately captured by traditional testing methods.

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Community Sentiment

Mixed

Positives

The exploration of AI's capabilities in strategic games like Civilization raises intriguing questions about transferable skills, which could inform future AI applications in real-world decision-making.
The discussion around AI-generated content highlights the importance of clarity and intention in communication, suggesting that improving these aspects could enhance AI's utility in content creation.

Concerns

AI-generated articles are often criticized for lacking depth and insight, resembling the intellectual equivalent of empty calories, which raises concerns about their reliability and usefulness.
The gameplay failures of AI in complex scenarios like Civilization underscore the limitations of current AI models, particularly in context management and strategic reasoning.