Multiple Choice

A development team is using reinforcement learning to train a language model to be a helpful math tutor. To encourage the model to provide detailed, step-by-step solutions, they implement a simple reward rule: the model receives a higher reward for generating longer responses that include more mathematical equations. Which of the following describes the most significant potential flaw in this approach?

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Updated 2025-09-26

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Ch.5 Inference - Foundations of Large Language Models

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