Hao traces OpenAI's origins as a nonprofit research organization explicitly founded to ensure advanced AI would benefit humanity broadly, and details the organizational and financial pressures that progressively pushed the company toward a more conventional, commercially-driven structure and behavior.

Key tensions Hao documents:

• OpenAI's founding structure and stated mission emphasized broad benefit and safety over commercial gain, reflecting genuine concern among its founders about the risks of advanced AI concentrated in fewer, less accountable hands
• The enormous computational resources required to train increasingly large AI models created significant financial pressure, pushing the organization toward commercial partnerships and structures that arguably conflicted with its original nonprofit mission
• Hao's investigative reporting documents internal tensions and departures among researchers and leaders who felt the organization's actual behavior increasingly diverged from its founding public commitments

This opening establishes the central tension Hao's book explores throughout: the gap between AI companies' stated missions around safety and broad benefit, and the competitive and financial pressures actually shaping their behavior.