Evaluating LLMs: The Irony of 'You're Absolutely Right' Responses

Description

A cropped screenshot showing what appears to be a chatbot or AI interface with a blue circular icon (likely ChatGPT or similar AI assistant) and a partial view of a prompt bubble reading 'Evaluating LLMs on' followed by a response starting with 'You're absolutely right,'. The image is intentionally cropped to highlight the ironic juxtaposition: the task is about evaluating LLMs, and the LLM immediately responds with its most stereotypical sycophantic phrase 'You're absolutely right,' -- which is one of the most criticized behaviors in LLM evaluation. The minimalist crop amplifies the comedy by showing the LLM failing the evaluation in real-time by being sycophantic about being evaluated for sycophancy