OpenAI's 2017 Decision: AGI Economics Forced the Nonprofit's Pivot to For-Profit

By 2017, OpenAI determined that frontier model training would cost billions—beyond nonprofit reach. Projected scaling showed training costs rising from thousands to hundreds of millions by 2020. The organization concluded a for-profit structure was necessary to attract the capital required for continued development. This economic inflection point, not strategic mission drift, prompted the Microsoft partnership and capped-profit model now at issue in Musk's lawsuit.