Combined Reward Formula

An AI development team is using an ensemble of three separate models to evaluate a single generated response. The first model gives the response a score of 8.0, the second model gives it a score of 9.0, and the third model gives it a score of 7.0. To create a more robust and stable final evaluation, the team decides to use a simple averaging method. What is the final combined score for the response?

An AI development team is using three specialized reward models to evaluate generated text: one for general helpfulness, one for factual accuracy, and one for safety. They combine the outputs of these models by taking a simple, unweighted average to produce a single final score. What is the most significant potential drawback of this specific approach?

Evaluating a Chatbot's Response Score