What is privacy?
The National Institute of Standards and Technology (NIST) part of the US Department of Commerce defines privacy as “Assurance that the confidentiality of, and access to, certain information about an entity is protected,” (taken directly from the NIST website).
First, let’s revisit two important components of an LLM architecture: the concept of a prompt and a response.
As we have learned, a prompt is an input provided to LLMs, whereas completions refer to the output of the LLM. The structure and content of prompt can vary based on the type of LLM (e.g., text or image generation model), specific use cases, and desired output of the language model.
Completions refer to the response generated by ChatGPT prompts. That is, it is the output and response you get back.
What happens if you send a prompt to a cloud-based generative AI service such as ChatGTP? Is it saved somewhere? Does ChatGPT or other LLM services use your data to train and...
