https://blog.chuanxilu.net/en/categories/ai-path/Recent content in AI Path on Chuanxilu for Skilled Homo sapiensHugoen-USFri, 22 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-15-turn-conversation/Fri, 22 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-15-turn-conversation/Series companion practice: pick a multi-step task and hold at least 15 turns of conversation with AI. Experience drift and recovery in long conversations, and practice progress summaries and context management.https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week3/Thu, 21 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week3/Part 3 of the AI Path L0→L1 Upgrade Guide: follow-up iteration is the most underrated skill in multi-turn conversation, context management keeps AI from drifting off track, and role-playing unlocks entirely different depths of insight from the same question.https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-format-constraints/Wed, 20 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-format-constraints/Tired of reformatting AI responses every time? Six common format constraints, each with a ready-to-use prompt template you can copy and paste directly into your query.https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-when-to-use-cot/Tue, 19 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-when-to-use-cot/Chain-of-Thought can dramatically improve AI output quality — but you shouldn't use it every time. Three signals to help you decide: when adding 'please reason step by step' helps, and when it just wastes time.https://blog.chuanxilu.net/en/posts/2026/05/ai-5-rbgo-examples/Mon, 18 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-5-rbgo-examples/The RBGO framework sounds straightforward, but when you actually sit down to write a prompt, it's easy to get stuck. Here are 5 everyday scenarios—each with a full side-by-side comparison of the vague version and the rewritten version. Emails, analysis, learning, planning, code review. Copy them, use them directly.https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-rbgo-rewrite/Sun, 17 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-rbgo-rewrite/Series practice challenge: rewrite your first AI question of the day using the RBGO framework. Same need, four extra lines of context — see how dramatically the answer improves.https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week2/Sat, 16 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week2/Part 2 of the AI Path L0→L1 Upgrade Guide. Master the RBGO prompt framework (Role–Background–Goal–Output), learn Chain-of-Thought reasoning to improve analytical answers, and use format constraints to make AI output ready to use.https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-which-ai-to-use/Fri, 15 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-which-ai-to-use/Tried ChatGPT, Claude, Gemini — still not sure which one to use? A scenario-based framework to find the right fit.https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-working-vs-long-term-memory/Thu, 14 May 2026 06:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-tip-working-vs-long-term-memory/Why your AI forgets what you said five minutes ago — and what to do about it.https://blog.chuanxilu.net/en/posts/2026/05/ai-3-cognitive-shifts/Wed, 13 May 2026 00:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-3-cognitive-shifts/Open ChatGPT, type a keyword, copy the answer, close the tab. That works fine — but it wastes 90% of what AI can do. Three real scenarios show you what changes when you shift how you think about AI.https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-same-question-3-times/Tue, 12 May 2026 08:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-practice-same-question-3-times/Series practice challenge: ask an AI the same open-ended question three separate times and compare the answers. Experience the probabilistic nature of LLM generation firsthand—and stop treating AI like a search engine.https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week1/Mon, 11 May 2026 08:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/ai-path-l0-l1-week1/First part of the AI Path L0→L1 Upgrade Guide series. LLMs aren't search engines—they generate answers rather than retrieve them. Understand the difference between working memory and long-term memory, learn the strengths of mainstream platforms, and build the cognitive foundation for the next 4 weeks of practice.