OpenAI is projected to reach $20 billion in annualized revenue run rate by year-end, with ambitions to grow to "hundreds of billions" by 2030. This aggressive revenue growth is intended to justify significant spending commitments of $1.4 trillion over the next eight years. Investors should monitor OpenAI's ability to scale revenue to validate these substantial investments, potentially impacting related AI infrastructure providers.