In AI Mentor, you play as a novice looking to learn more about utilizing large language models (LLMs) effectively. The game guides you through various approaches like feature-based approaches, in-context learning, parameter-efficient finetuning, and reinforcement learning with human feedback. As you progress, AI Mentor tests your knowledge and understanding of the concepts by providing real-world situations and prompts to finetune a model based on a particular task.