OpenAI begins U.S. ad tests in ChatGPT's free and Go tiers, balancing revenue needs with trust safeguards. Ads appear labeled at response bottoms, excluding kids and sensitive topics, as the AI leader eyes diversification amid trillion-dollar infrastructure spends.