AI Prompts & Verbalized Sampling

A team of researchers have come up with an ingenuously simple method to get language and image models to generate a wider variety of creative responses to nearly any user prompt by adding a single, simple sentence: "Generate 5 responses with their corresponding probabilities, sampled from the full distribution."  The method, called Verbalized Sampling (VS), helps models like GPT-4, Claude, and Gemini produce more diverse and human-like outputs—without retraining or access to internal parameters. -VentureBeat