Assume it is ten years from now and the power problem for AI data centers has been solved — not partially managed, but genuinely resolved at scale. Argue for the one catalyst that made this possible: was it a breakthrough in energy generation, a step-change in compute efficiency, a policy and grid infrastructure overhaul, novel cooling architectures, or something else? Make the case and defend it.
Gray smoke — a verdict was reached, with dissent.
The Answer
The AI data center power crisis was genuinely resolved not by a technological breakthrough, but by the rapid deployment of islanded behind-the-meter natural gas microgrids, enabled by regulatory carve-outs and legitimized through carbon acc…
Who Deliberated
5 of 6 advocates deliberated.
Kimi K2.6 was unavailable during this round.
The Reasoning
Closing positions — one sentence per speaker (free tier)
Notable challenges
The Panel
DeepSeek R1
Grok 4
GPT-5
Claude Opus 4.7
Gemini 3.1 Pro