According to God of Prompt on Twitter, the statement 'This is what ChatGPT without makeup looks like' refers to viewing the base, unrefined version of ChatGPT before any specialized fine-tuning or reinforcement learning has been applied (source: @godofprompt, Oct 27, 2025). This highlights the significance of model training techniques such as RLHF (Reinforcement Learning from Human Feedback), which are crucial for making large language models like ChatGPT suitable for real-world business applications. Understanding the core capabilities and limitations of the raw AI model provides valuable insights for companies exploring custom AI solutions, model alignment, and optimization strategies to meet specific industry needs.