OpenAI partnered with Kalshi to integrate real-time World Cup betting odds into ChatGPT search results. This marks the first time the company has used a prediction market to power specific event data. The move tests how LLMs handle volatile, crowd-sourced financial data. Practitioners should monitor how this affects factual accuracy in real-time queries.