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1 The Universal AI Craze Since OpenAI released ChatGPT, there has been a massive rush to jump on the AI bandwagon. Over the past two years, it seems every website and application has been desperate to embrace AI. Music apps have AI, for example Spotify launched AI playlists 1; the programming Q&A site Stack Overflow introduced AI Assist 2; browsers are integrating AI (Firefox, Chrome 3); note-taking apps like Notion have built AI workflows 4; code hosting platform like GitHub is focusing on AI agent like copilot; The ebook management software Calibre adding an “Asking AI" 5 feature; Perhaps the most absurd example is Razer, the company that makes computer electronics, also releases Project AVA 6, a 24/7 AI companion, designed to live right alongside you. ...

1 Introduction In today’s AI-driven world, “Prompt Engineer” has become a buzzword. AI enthusiasts are eager to share prompts, study token control, and tweak temperature parameters. The classic meme from Linux founder Linus Torvalds Talk is cheap. Show me the code. has evolved into: Code is cheap. Show me the prompts. Original tweet: https://x.com/tunguz/status/1856045530951917763?lang=en But the core of effective AI interaction isn’t about technical jargon—it’s about how to ask questions effectively. ...