OpenAI has published a set of preliminary best practices for deploying large language models. The guidelines were developed in collaboration with Cohere and AI21 Labs, and are intended to be applicable to any organization working with these complex systems. According to OpenAI, the best practices cover topics such as model evaluation, data quality, and security considerations. However, it's unclear how widely adopted these guidelines will be or what specific benefits they may bring. --- Why it matters: These guidelines matter because deploying large language models requires careful consideration of many factors, including model performance, user safety, and regulatory compliance. By following established best practices, developers can reduce the risk of errors or security breaches that could harm users or damage their reputation. Source: https://openai.com/index/best-practices-for-deploying-language-models