According to CoinMeta, OpenAI indicates that the security processing procedures for paid users will be strengthened, and the testing of “private security processing” will begin. This technology is aimed at enhancing security capabilities by identifying risk patterns across multiple interactions, rather than just analyzing individual prompts and responses. OpenAI states that as AI takes on longer-term, more autonomous tasks, risks often arise from combinations of multiple interactions. The company says that the new process is designed to prevent attacks from malicious users and misaligned AI entities, while maintaining “zero data retention” compatibility; customer content will still not be accessed by OpenAI. OpenAI plans to launch this feature in September and has published a related technical white paper. Currently, tests are being conducted with early customers such as Microsoft and Databricks.