OpenAI's revenue exploded from $2B in 2023 to over $20B in 2025, matching compute growth from 0.2 GW to 1.9 GW, CFO Sarah Friar revealed. But a $17B burn rate amid infrastructure costs tests sustainability as IPO looms.