Generative AI has undeniably positive disruptive potential. As generativeAI bolstered by emerging AI techniques, we got a glimpse of the labor it can save across the art (see: Stable Diffusion, DALL-E 2), programming ( Copilot) and writing world ( GPT3, ChatGPT).