Counterfactual: more open early AI would have slowed frontier labs and the datacenter buildout

willcb · x · 2026-10-04

A counterfactual industry take: if nonprofit-era OpenAI had cared less about GPT-3-era safety risks and eventual profit-seeking — or if the Llama org or Google had moved faster — more open models would have stunted the rise of frontier labs as the hottest VC category. The author argues OpenAI and Anthropic have set the pace all along, backed by heavy investment that meant bigger models, more RL, and shorter gaps between generations. In replies he adds it would only have slowed things down: presumed margins collapse when everyone gets AGI around the same time, so the datacenter buildout would have been less aggressive.

Related event: Counterfactual: How an Earlier AI Pause Would Have Shaped Data Center Buildout(2 posts)→

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