--- title: "How we prompt AI is very different in 2026 than 2022 when ChatGPT came out.\n\nI'm teaching a new cour..." source_name: "Andrew Ng(@AndrewYNg)" original_url: "https://x.com/AndrewYNg/status/2049886895530967534" canonical_url: "https://www.traeai.com/articles/125135d7-a265-4a7b-ad9d-079445e8331c" content_type: "tweet" language: "中文" score: 5.2 tags: ["AI","Prompt Engineering","Education","LLM"] published_at: "2026-04-30T16:21:35+00:00" created_at: "2026-05-02T10:39:16.662991+00:00" --- # How we prompt AI is very different in 2026 than 2022 when ChatGPT came out. I'm teaching a new cour... Canonical URL: https://www.traeai.com/articles/125135d7-a265-4a7b-ad9d-079445e8331c Original source: https://x.com/AndrewYNg/status/2049886895530967534 ## Summary 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。 ## Key Takeaways - 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。 ## Content Title: 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 URL Source: http://x.com/AndrewYNg/status/2049886895530967534 Markdown Content: # 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 Don’t miss what’s happening People on X are the first to know. [Log in](http://x.com/login) [Sign up](http://x.com/i/flow/signup) # [](http://x.com/) ## Post See new posts # Conversation [![Image 1](https://pbs.twimg.com/profile_images/733174243714682880/oyG30NEH_normal.jpg)](http://x.com/AndrewYNg) [Andrew Ng](http://x.com/AndrewYNg) [@AndrewYNg](http://x.com/AndrewYNg) 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…](https://t.co/tcQc4iJAJG) 1:51 [4:21 PM · Apr 30, 2026](http://x.com/AndrewYNg/status/2049886895530967534) · [624.4K Views](http://x.com/AndrewYNg/status/2049886895530967534/analytics) 118 773 3.9K 5.4K Read 118 replies ## New to X? Sign up now to get your own personalized timeline! Sign up with Apple [Create account](http://x.com/i/flow/signup) By signing up, you agree to the [Terms of Service](https://x.com/tos) and [Privacy Policy](https://x.com/privacy), including [Cookie Use.](https://help.x.com/rules-and-policies/twitter-cookies) ## Relevant people * [![Image 2](https://pbs.twimg.com/profile_images/733174243714682880/oyG30NEH_normal.jpg)](http://x.com/AndrewYNg) [Andrew Ng](http://x.com/AndrewYNg) [@AndrewYNg](http://x.com/AndrewYNg) Follow Click to Follow AndrewYNg Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. [#ai](http://x.com/search?q=%23ai&src=hashtag_click)[#machinelearning](http://x.com/search?q=%23machinelearning&src=hashtag_click), [#deeplearning](http://x.com/search?q=%23deeplearning&src=hashtag_click)[#MOOCs](http://x.com/search?q=%23MOOCs&src=hashtag_click) # Trending now ## What’s happening Sports · Trending McDavid Politics · Trending Louisiana Trending in United States Junior Tafa Sports · Trending Knicks [Show more](http://x.com/explore/tabs/for-you) [Terms of Service](https://x.com/tos) | [Privacy Policy](https://x.com/privacy) | [Cookie Policy](https://support.x.com/articles/20170514) | [Accessibility](https://help.x.com/resources/accessibility) | [Ads info](https://business.x.com/en/help/troubleshooting/how-twitter-ads-work.html?ref=web-twc-ao-gbl-adsinfo&utm_source=twc&utm_medium=web&utm_campaign=ao&utm_content=adsinfo) | More © 2026 X Corp.