Circles, a company that provides personalized telecommunications services, claims to have achieved significant improvements in revenue and customer retention using OpenAI's technology. According to Circles, the use of OpenAI's API and Codex has led to a 22% increase in average revenue per user (ARPU) and a 9% reduction in churn rates. Additionally, development efficiency is said to have improved. --- Why it matters: These results are significant for AI researchers because they demonstrate the potential applications of large language models in real-world industries such as telecommunications. The success of Circles' use of OpenAI technology highlights the importance of developing and fine-tuning these models for specific tasks and domains. Source: https://openai.com/index/circles