How we prompt AI is very different in 2026 than 2022 when ChatGPT came out. I'm teaching a new cour...
TL;DR · AI 摘要
该帖为Andrew Ng推广其新课《AI Prompting for Everyone》的宣传文案，提及2026年提示工程已显著进化，但未提供具体技术细节或实证分析。
核心要点
- 提示工程实践在2026年已较2022年有实质性演进，强调多模态输入与深度推理模式。
- 课程主张跨模型通用提示技能，覆盖ChatGPT、Gemini、Claude等主流工具。
- 强调上下文增强（文档/图像）、AI长时思考决策、多任务生成（图像/数据/网站）等高阶用法。
结构提纲
按章节快速跳转。
指出2026年AI提示方式与2022年ChatGPT初代相比发生根本性变化。
面向所有技能水平学习者，目标是培养跨平台AI高效使用者。
涵盖深度研究模式、多模态上下文注入、AI长时思考、多模态生成等实用技能。
加入模型工作原理直觉，辅助用户判断答案可信度。
思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- 2026提示工程新范式
- 能力升级
- 深度研究模式
- 多模态上下文
- 长时思考决策
- 工具泛化
- 跨模型通用技能
- ChatGPT/Gemini/Claude
- 认知基础
- 模型工作直觉
- 可信度判断
金句 / Highlights
值得收藏与分享的关键句。
How we prompt AI is very different in 2026 than 2022 when ChatGPT came out.
How to give AI the right context, including more documents and images than most people realize you can provide.
When to ask AI to think hard for several minutes on important decisions like what car to buy, what to study, or what job to take.
I also cover intuitions about how these models work under the hood, so you know when to trust an answer and when not to.
I'm teaching a new course, AI Prompting for Everyone, to help you become an AI power user — whatever your current skill level.
It covers skills that apply across ChatGPT, Gemini, Claude, and other AI https://t.co/BmJcY2BZXu" / X
Andrew Ng on X: "How we prompt AI is very different in 2026 than 2022 when ChatGPT came out. I'm teaching a new course, AI Prompting for Everyone, to help you become an AI power user — whatever your current skill level. It covers skills that apply across ChatGPT, Gemini, Claude, and other AI https://t.co/BmJcY2BZXu" / X
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How we prompt AI is very different in 2026 than 2022 when ChatGPT came out. I'm teaching a new course, AI Prompting for Everyone, to help you become an AI power user — whatever your current skill level. It covers skills that apply across ChatGPT, Gemini, Claude, and other AI tools. How to use deep research mode for well-researched reports on complex questions. How to give AI the right context, including more documents and images than most people realize you can provide. When to ask AI to think hard for several minutes on important decisions like what car to buy, what to study, or what job to take. And how to use AI to generate images, analyze data, and build simple games and websites. I also cover intuitions about how these models work under the hood, so you know when to trust an answer and when not to. Along the way, you'll see flying squirrels, a creativity test, some of my old family photos, and fireworks. Join me at http://deeplearning.ai/courses/ai-pro mpting-for-everyone…
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