How do I prove that I don't collect data from my llm app?

The article discusses the challenges of proving that a local LLM chat application does not log user prompts. The author considers open-sourcing both the model and the application code, along with hashing to demonstrate integrity, but seeks further assurance methods that could validate non-collection of data. This is significant for practitioners as it highlights the importance of transparency and trust in LLM applications, particularly in privacy-sensitive contexts.