This podcast episode delves into the ethical concerns and controversies surrounding AI image generation tools, particularly the use of pre-prompts and the potential for bias and inaccurate outputs. The speakers discuss specific examples, such as Google's Gemini tool and OpenAI's attempt to promote diversity, highlighting the importance of diverse training data and the need for caution when utilizing AI-generated content. They emphasize the role of big tech companies in addressing these issues and the responsibility to mitigate potential risks. Additionally, the discussion explores the challenges of creating politically agnostic AI models and the potential consequences for businesses that rely on AI-generated images. The episode raises crucial questions about transparency, accountability, and the responsible use of AI in image generation.