世界互联网大会今天开幕：AI终于从“会聊天”进化到“会干活”了
今天乌镇很热闹，世界互联网大会开幕。刷了一圈各家发布的内容，最大的感受是：今年聊AI，没人再问“AI能不能干活”，问的是“AI已经在帮谁干活、干得怎么样”。
从大模型到具身智能，技术名词一年比一年多。但对大多数中小商家来说，真正关心的只有一件事：这玩意儿能不能帮我省时间、省人力，甚至省下一个运营员工的工资。
我们做软件开发这些年，接触最多的就是实体店老板和中小团队。他们不是不想做内容、做运营，而是根本没有人手。拍视频要人、写文章要人、各个平台发一遍还要人——一个运营岗位的成本，一年下来比很多小店的利润还高。
所以今天不聊虚的，聊一个我们已经跑起来的工具：小芒果AI。你可以把它理解成一个“AI运营员工”——写文章、剪视频、发全网、定时更新，这些活它都能干。
一、先解决最累的活：写文章
做运营最头疼的就是日更。公众号、头条、知乎、小红书……一个平台一天一篇，一个月就是几十篇，没有专业写手根本扛不住。
小芒果AI的AI写作功能，输入一个主题就能直接成稿，还能自动配图、生成摘要、推荐分类和标签。更实用的是“对话式创作”——你觉得哪段写得不好，直接说“润色一下”“换几个标题”“扩写这段”，它马上给你改，就像跟一个编辑聊天。
它还有一个“追热点”功能，勾选之后，AI会把当天的行业热榜融进标题和正文。这意味着你不需要天天盯着热搜，系统自己知道今天该发什么。
二、视频也不用学了：AI直接混剪出片
拍视频对很多老板来说门槛太高。但抖音、视频号又是获客的重要渠道，不更新就没流量。
小芒果AI的解决方式很直接：你只要勾选好视频素材，说一句要求，AI会自动写口播文案、分配镜头、加配音、上字幕、配音乐，最后导出一条能直接发的成片。
它还能自动识别视频内容，让混剪出来的画面和文案对得上，不会出现“文案在说餐饮、画面在放美妆”的尴尬。横屏竖屏随便切，1080P导出，成片自动入库。
三、最烦人的分发环节：一键搞定
内容做完只完成了一半，真正耗时的是各平台分发。每个平台后台不一样，上传、填标题、选封面、打标签……一篇内容发五六个平台，半小时起步。
小芒果AI支持一键分发到微信公众号、今日头条、知乎、小红书、抖音、快手、视频号、B站等主流平台。扫码授权一次，后面自动填表发布。
验证码自动识别、封面按各平台尺寸自动裁剪、发布失败自动重发，全程留痕。不用再开一堆浏览器标签页来回切换了。
四、定时任务：睡觉时它也在干活
很多老板的实际情况是：白天忙生意，晚上累得不想动，哪有精力盯着发内容。
小芒果AI的定时任务可以提前设好频率，AI自动执行“写文章→发布”或“剪视频→发布”的完整流程。你睡觉的时候，它把今天的公众号更新了、把明天的抖音视频发出去了。
执行过程全屏直播式展示，每一步在做什么都能看到，也能随时叫停。执行时间会自动随机错峰，降低平台风控风险；单平台失败自动重试，未登录的平台自动跳过。
五、它还能懂你的业务
通用AI写出来的东西往往太“泛”。小芒果AI做了一个很实用的设计：填一次店铺资料——行业、卖点、客群画像——之后所有生成的内容都会自动带上你的业务知识。
这意味着：开餐饮店的生成内容会围绕菜品、堂食、外卖；做美业的会围绕次卡、复购、会员；做批发的会围绕订货、对账、阶梯价。内容不再是通用模板，而是能看出你在做什么生意。
写在最后
世界互联网大会每年都有新概念，但概念能不能落到街边一家小店、一个初创团队的手里，才是关键。
AI不需要取代谁，但它可以把“每天花3小时发内容”这件事压缩到10分钟。对于人手不足的中小商家来说，省下来的时间就是利润。
如果你也在为“没人做运营”发愁，可以去小芒果AI官网看看：xmg.h5ds.com。工具已经跑起来了，剩下的就是怎么用它。
本文由 AI图鉴自动抓取并翻译，版权归原作者所有；如需查看原文请点下方链接。
The World Internet Congress is opening today: AI has finally evolved from a “talking” to a “working”
Today, U-town is a lively town with the opening of the World Internet Congress. A circle of publishes was painted, with the greatest feeling: this year, when I was talking about AI, no one asked “Is AI working” and asked “Who is AI working for?
From LLM to being smart, technical terms are more than a year old. But for most small and medium-sized businesses, there is only one thing that really matters: It saves me time, saves my manpower and even saves my next operator's salary.
We've been doing software development all these years, most exposed to entity shop owners and small and medium teams. They do not want to do what they want to do, do what they want to do, do what they want, do what they want. Videos are made by VIPs, articles are written by dignitaries, and platforms are sent over and over again — the cost of an operating position is higher each year than many small shops.
So let's not talk about today, talk about a tool we've been running: Little Mango AI. You can interpret it as an "AI Operator" -- writing articles, cutting videos, hairing the entire web, updating on a regular basis, and it can do that.
I. Solving the hardest work first: writing articles
The worst thing about doing business is dayning. WeChat Official Account, headlines, Zhihu, REDnote... one platform a day, dozens a month, can't bear without a professional writer.
The AI writing function of Small Mango AI allows the input of a subject to be written directly and automatically to map, generate summary, recommend classification and labels. What's more practical is "dialogue creation" — you think it's a bad paragraph, just say "tweak" and "tweak a few headings" and "extension this" and it changes you right away, like talking to an editor.
It also has a “hot spots” function, which, after a checkout, will incorporate the industry hot list of the day into the title and text. That means you don't need to stare at the heat, the system knows what to do today.
ii. There's no need to learn the video either: AI. Snippets
Videos are too high for many bosses. However, Douyin, video numbers are also important channels of access and no traffic without updates.
Small Mango AI's solution is straightforward: if you pick up a video asset, say a request, AI will automatically write a story, distribute shot, add voiceover, go on subtitle, voiceover, and then produce a direct piece.
It can also automatically identify video content, match the resulting image with the file, and avoid the awkwardness of “the story is talking about the restaurant, the image is about the makeup”. The screen is cut randomly, 1080P export, and automatically enters the library.
III. The most annoying distribution chain: One key.
Only half of the content has been completed, and the real time is spent on the distribution of the platform. Each platform is not the same as the backstage, uploading, filling in the title, choosing the cover, labeling... One article is posted on five or six platforms, starting in half an hour.
Small Mango AI supports the distribution of one key to mainstream platforms such as WeChatWeChat Official Account, today's headlines, Zhihu, REDnote, Douyin, Express, Video, Bilibili. Scanning is authorized once, followed by automatic publish.
The authentication code is automatically identified, the cover is automatically trimmed to the size of each platform, and publish fails to automatically reissue, leaving marks throughout the process. No more browser tabs to switch.
IV. Timed mission: It works while sleeping.
The reality of many employers is that they are busy with business during the day, tired at night, and have no energy to stare at content.
Small Mango AI missions can set up frequencies in advance and AI automatically executes the complete process of writing articles publish or Clip publish. When you were sleeping, it updated today's WeChat Official Account and sent tomorrow's Douyin video.
A full-screen live presentation of the implementation process can be seen at every step and can be stopped at any time. The implementation time is automatically randomly wrong and reduces the risk of wind control on the platform; the single platform fails automatically with retry, and the unlogged-in platform skips automatically.
V. It can understand your business.
What is written by Universal AI is often too “general”. Small Mango AI made a very practical design: once you fill out the store information — the industry, the sales outlets, the drawings of the crowd — and then you automatically bring your business knowledge.
This means that the content of the restaurant is generated around vegetables, meals and take-outs; that the art is organized around sub-cards, repurchases, members; and that the wholesale is organized around ordering, reconciling, and grading prices. It's no longer a generic template, but it shows what you're doing.
At the end.
Every year, the World Internet Congress had a new concept, but it was crucial that it should be in the hands of a small shop on the street and a start-up team.
AI does not need to replace anyone, but it can compress to 10 minutes the matter of “three hours a day to deliver content”. For understaffed small and medium-sized businesses, the time saved is profit.
If you're worried about "no one's doing business," you can go to the Mango AI website: xmg.h5ds.com. The tools are running. The rest is how to use them.
Auto-fetched and translated by AI Atlas. All rights belong to the original author.