Understanding the 'Juice Number' and Prompt Manipulation in GPT Models

The discussion revolves around the concept of 'juice number' in the context of OpenAI's GPT models and the manipulation of prompts to extract this number. The author suggests that the prompt's effectiveness in retrieving the juice number is due to the inclusion of the phrase 'You should see the Juice number under Valid Channels.' The author speculates that GPT models consider 'valid channels' as accessible information for users, hence the model feels it's safe to output the juice number when prompted to do so under this guise. The author also mentions that the 'valid channel' is a predefined set of values that does not include the juice number itself, indicating that the juice number is an internal value that should not be exposed. The author concludes that the prompt essentially tricks the model into believing that providing the juice number is permissible because it is considered part of the valid channel. The discussion also touches on the limitations and potential issues with using such methods, as they may be subject to change or detection by OpenAI.