这段内部决策过程揭示了 AI 研发中算力成本如何倒逼组织变革，对关注 AI 产业趋势和创业模式的读者有启发——非营利模式在资本密集型领域可能行不通。
OpenAI 联合创始人 Greg Brockman 在播客中透露，2017 年团队开始认真思考如何实现 AGI 时，发现算力需求远超预期。他们接触了 Cerebras 等公司，意识到需要大量专用硬件和大型数据中心。非营利筹款存在上限，无法支撑如此巨大的投入。因此，Elon Musk、Sam Altman、Ilya Sutskever 和 Brockman 一致同意，必须创建营利实体才能继续推进 AGI 使命。这一决策标志着 OpenAI 从非营利根基转向混合结构，也揭示了 AI 研发中算力成本的关键作用。
Greg Brockman talks about when OpenAI first realiz…
Greg Brockman talks about when OpenAI first realized that AGI can't be achieved with "Non-Profit" status and the decided to abandon its Non-Profit roots.
"In 2017, we started to think very hard about, first of all, how do we really achieve the mission? How do we actually build an AGI? What will that look like?
And we started to do the math on compute. You start to realize that it is going to take a big computer. We came across a company called Cerebras, which was building a unique piece of computing hardware. The kind of computer that they were promising, we realized, was going to be far advanced from where our compute calculations looked.
As you start to realize, if we could buy a lot of those computers, we could actually probably succeed at building an AGI. If we could get exclusive access to Cerebras, that could give us an overwhelming advantage. If we could buy very large data centers, that could be something unique as well.
The thing about nonprofit fundraising is that I think there is essentially a cap to what is possible there. And so Elon, Sam, Ilya, and I all agreed that the only path forward for OpenAI, and the only path to achieve the mission, was to create a for-profit entity associated with OpenAI in some form.
And so, we were committed to that direction. That is something that we knew was the only way to achieve the mission."
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From "The Knowledge Project Podcast" YT Channel (link in comment)