👉 An instance fluid, often used in the context of large language models and generative AI, is a mechanism that allows each individual input or "instance" to be processed independently and uniquely without interference from other instances. This means that when a model generates an output for one specific query or prompt, it does so based solely on the characteristics and context provided by that instance, ensuring that the model's responses remain coherent and relevant to the specific input. This approach helps maintain the quality and personalization of the AI's interactions, preventing the model from mixing or conflating information from multiple inputs.
