Watercolor still life: rough unpolished stone beside a faceted gemstone, symbolizing the refinement from vague to precise prompts

AI Path L0→L1 Upgrade Guide (2): From Vague Questions to Precise Instructions

📖 This is Part 2 of 5 in the “AI Path L0→L1 Upgrade Guide” series. Part 1: Understanding Your Tools · Part 2: From Vague Questions to Precise Instructions · Part 3: Turning AI Into Your Collaboration Partner (coming soon) · Part 4: Building Your Personal System (coming soon) · Part 5: Graduation & Next Steps (coming soon) The last part covered how LLMs actually work, how their memory operates, and the key differences between major platforms. This week moves into practice: how to turn what you want to say into instructions that AI can understand precisely. ...

2026-05-16 · 6 min · Alex Wang
Watercolor illustration: a person at a cozy desk, holding a glowing translucent orb representing the essence of understanding LLMs

AI Path L0→L1 Upgrade Guide (1): Understanding Your Tools

📖 This is Part 1 of 5 in the “AI Path L0→L1 Upgrade Guide” series. Series navigation will be updated once all parts are published. Introduction: Sound Familiar? I’ve watched a lot of friends use AI tools, and I keep noticing the same pattern. They’re not strangers to ChatGPT or Claude, using them casually from time to time, but their experience is wildly inconsistent. Sometimes the AI delivers a jaw-dropping answer; other times it completely misses the point, producing something unusable. ...

2026-05-11 · 5 min · Alex Wang