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为了教大伙用AI，这家公司写了40万字的攻略_我的网站

一 |     At more than 1,500 meters above sea level, Tianmen Mountain in central China's Zhangjiajie offers summer temperatures of just 22 to 26 degrees Celsius, drawing a steady stream of visitors.
Among them are growing numbers of European travelers, like Italian Giancarlo Marino. Escaping the relentless summer heat in his hometown, he traveled to China with friends in search of cooler weather.
"Here you can feel the breeze, and while you're resting up on the mountain, you can even buy ice-cold drinks from the many vendors. It's thoughtful and relaxing," he said.
As extremely high temperatures grip many parts of the world this summer, China is emerging as an unexpected destination to avoid the soaring temperatures. With more convenient entry policies and a host of tourism-friendly measures, the country is drawing international visitors in surprising new ways.
NICHE ATTRACTIONS
Jizhou District in north China's Tianjin Municipality is usually known among Beijing residents as a weekend escape. Few would expect to encounter overseas tourists there, let alone visitors from Argentina.
Argentine traveler Michael visited Jizhou during his trip to China to enjoy the mountain scenery around the Huangyaguan section of the Great Wall.
For him, the "coolness" of Jizhou was not just about the pleasant temperature, but also about immersing himself in nature and experiencing rural life.
"The environment here is beautiful, and you can even see the Great Wall from the guesthouse," he said.
Local guesthouse owner Zhang Wei has noticed a growing number of foreign visitors seeking a deeper understanding of local life instead of simply checking off famous attractions.
"We've lately seen a clear increase in overseas guests. Many like to combine countryside experiences with natural scenery, allowing them to experience China in a more in-depth way," Zhang said.
Dutch tourist Noa is another traveler seeking out niche experiences. On a recent independent trip to Nanjing in east China's Jiangsu Province, Noa and friends made a point of visiting local produce markets and public parks, including matchmaking corners where parents gather to find partners for their children, to observe daily life up close.
"Many of the vegetables here are things I've never seen back home. It's really interesting," Noa said.
China's rapid economic and social development is also reshaping inbound tourism. Slovenian tourist Rainer Grega, visiting China for the first time, said he hopes to tour major Chinese technology companies.
"Many Chinese companies and brands are well-known overseas, so I'm really looking forward to visiting the headquarters of some of them. It would be fascinating to tour an electric-vehicle factory or see how those advanced robots are manufactured," he said.
According to a representative of a Suzhou-based international travel agency, foreign visitors are increasingly planning multi-city itineraries, while younger independent travelers, trips to smaller cities and rural areas, and longer stays have all become notable trends.
"Nowadays, many foreign visitors venture into city neighborhoods and rural villages to experience authentic Chinese life. From vibrant urban nightlife to rural revitalization, a vivid, multi-dimensional China is being increasingly shared with the world," said Wu Guoping, president of the Wuxi Tourism Association.
MORE OPEN STANCE
For many overseas visitors, China's increasingly convenient entry policies have provided an important guarantee for more flexible and in-depth travel.
China currently offers unilateral visa-free entry to nationals of 50 countries, including Slovenia and Italy.
"Thanks to the 30-day visa-free policy, you can come whenever you want -- just book a flight and go," Grega said. He added that transfers between airports and high-speed rail stations were seamless, making detailed travel planning largely unnecessary.
Marino echoed the view, saying the visa-free policy was a major reason for choosing China.
"It feels like the policy is becoming more and more foreigner-friendly. You can tell that China is opening its arms and genuinely welcoming more people to visit and learn about the country," he said.
Data from the National Immigration Administration (NIA) showed that China recorded 22.91 million inbound foreign visits in the first half of this year, up 20.4 percent year on year. Of those, 77.7 percent were made under visa-free entry facilitation policies.
China is also expanding the coverage of its 240-hour visa-free transit policy. According to an NIA announcement released on Aug. 20, citizens of Kyrgyzstan and Vietnam became eligible for the 240-hour visa-free transit policy and the 30-day visa-free entry policy for Hainan Province starting Aug. 20. The move increased the number of countries covered by the 240-hour visa-free transit policy to 57.
Vietnamese student Do Thi Huyen My, now in her second year at Hainan University, happily welcomed the new policy.
"I think the policy will definitely attract more Vietnamese tourists to China, especially to Hainan," she said.
"For me personally, it also means my family can visit me in Hainan more conveniently while enjoying a vacation here. By the time I graduate, my parents, relatives and friends will also be able to attend my graduation ceremony without going through complicated visa procedures," My said.
REFINED SERVICES MATTER
As inbound visitors become increasingly diverse and venture beyond traditional destinations, new opportunities have emerged for China's tourism industry, alongside higher expectations for service quality.
The city of Suzhou in Jiangsu Province, for instance, recently introduced a package of incentive measures to boost inbound tourism, offering rewards to travel agencies and online travel platforms that manage to organize overnight stays for foreign tourists and expatriates, or arrange one-day tours, with the annual reward up to 3 million yuan (about 442,000 U.S. dollars). Senior tour guides who manage to cultivate or recruit foreign-language guides are also eligible for incentives.
However, experts warned that feedback from some foreign visitors suggests that information access and language services remain weak links amid the boom of inbound tourism, which underscores the need to improve tourism services for international guests.
Wu Guoping suggested building a more comprehensive support system by developing multilingual digital platforms that seamlessly connect transportation, accommodation, dining, shopping and attractions, making travel planning and consumption more convenient.
To that end, Shanghai has recently launched a type of integrated smart tourism service kiosk that combines abundant online and offline resources.
Resembling a telephone booth, the facility provides access to 14,000 ticketing and shopping links, more than 20,000 dining venues and over 7,500 hotels and guesthouses. Powered by an AI travel assistant, it offers personalized recommendations, real-time interpretation and AI-generated travel journals. Its foreign bank card payment system supports 10 languages and more than 120 currencies.
Zhangjiajie is also improving services to match its surging international guests. From January to July this year, the city received 860,700 inbound visitors from 195 countries and regions, up 19.01 percent year on year. Tourism foreign exchange revenue reached 98.52 million U.S. dollars, an increase of 40.52 percent.
Despite the rapid growth, a previous survey in the Wulingyuan Scenic Area found that fewer than one-third of frontline staff could communicate proficiently in a foreign language.
The scenic area has since partnered with local universities to compile English-, Korean- and other foreign-language learning handbooks, while organizing evening classes for tourism workers.
Chen Heng, a 52-year-old publicity officer and one of the evening school participants, has even purchased language-learning software at his own expense and practices English pronunciation by reading aloud with a chopstick in his mouth.
"Zhangjiajie boasts world-class natural scenery. Our service quality has to keep pace as well," he said.
。    普通人想用明白 AI 真是废老鼻子劲了。         不是说没有资源，而是门路太杂了。前段时间世超逛商场，货摊上摆着成堆的 AI 教程：《 AI，从入门到变现 》，《 图解 AI，极简变现 》。         先不说封面这冲鼻子的营销味儿，就里面的内容也是相当难绷。         案例可能是拿已经下架的老模型跑的，想复刻都费劲；复制几段内容检测一下吧，疑似 AI 占比 100%。         说白了，买回来多半也就是个心灵安慰的作用。          该图片疑似使用了AI生成技术，请谨慎甄别          就这，网上一搜，有的销量都干到几百万了，要是问问家里长辈，说不定抽屉里已经塞了好几本了。         都说互联网的尽头是卖课，貌似 AI 也不遑多让。

二 | 投资上亿的初创企业都不一定盈利呢，卖课的倒是先收割一波揣兜里了。         没办法，现在 AI 进化太快了，经常一个新概念，新应用你还没了解几天呢，就过时了。         别说长辈找不着门路，年轻人也不一定有精力弄明白。

三 |          如现在主流的 AI 应用，像 Codex，Claude Code，国内的 TRAE Work 等等，把 Agent 搬到了本地，功能样式多，用起来都挺不错的，但想真用明白却不简单。         因为他们更新频率都挺快，网上教程也是五花八门啥都有，自己翻找学起来很费功夫。

四 |          不过最近世超发现 TRAE Work 好像要重拳出击了，他们官方自己下场，搞了个知识库，就专门教你怎么用好 TRAE Work。

五 |          作为 TRAE 的老用户，咱也是赶紧上手试了一下，你别说，还真有点东西。         知识库建在飞书文档里，有点游戏攻略的即视感，主要分为基础的新手入门板块和实战指南板块。         它里面不是那种实用小技巧或者提示词大合集，而是实打实按工作场景编排的教程，像什么大学生怎么写实验报告，老师怎么整理课件。         虽然教不了你变现赚大钱，但它实用接地气啊。上线 6 个小时，就已经 1.8w+ 的访问了，看社区里大伙儿的反馈也都不错。         比如这个对 B 站评论区深度分析的，用上了浏览器自动化的操作，还沉淀成了一套能重复使用的工作流。         还有这个我照着教程，提前做的世界杯决赛预测，输赢猜对了比分估错了，但加了个归藏大佬的 PPT Skill，内容排布和视觉效果还是很有质感的。         那这些东西咋做到的呢？诶，也简单，就是拆分步骤跟着知识库做，有手就行。         就拿刚刚的 PPT 来说，其实是顺着任务水到渠成搞出来的。         刚开始世超是想研究下世界杯决赛，因为当时还没开始呢，所以就想让 TRAE Work 帮忙做个预测，图一乐。         具体操作就是去知识库里，直接搜索「赛事分析」，然后点击跳转到对应教程。         直接把提示词复制下来，粘贴到 TRAE Work 的对话框里，稍微按自己的想法改一改就 OK 了。

六 |          想精细点就输入「/plan」开启计划模式，然后它就会调用 Agent 先写一份计划书，等你审阅后再正式执行。         5 个环节推进下来，深度分析就搞定了，由于装了飞书技能，它可以直接把东西存到飞书里，一份数据表格，一份分析文档，内容都很详细。         表格里面有双方球员的详细数据，近几场比赛的记录，甚至教练战术的分析也拆成了十几个维度，甭管预测结果准不准，这信息是拉满了。         再来看分析文档，基本就是对着表格的数据一通推导，判断西班牙更年轻稳定一些，然后给出了预测：西班牙 2-1 战胜阿根廷，捧起大力神杯。         最后还叠了个甲，说梅西 39 岁的最后一舞，影响不可量化。好赖话都给它说完了属于是。         从结果来看，虽然比分预测呲了，但这结果和趋势分析的没毛病，西班牙整场都在压着阿根廷打，有点东西嗷。

七 |          这么有理有据的预测，自然得发给朋友瞅瞅，但光文字和表格，容易把人看瞌睡，所以还得转化成 PPT 或者网页。         话不多说，直接下令，几分钟后就搓了出来，内容结构没变，但视觉效果好了很多。         背景是深色的足球场，还搞了个大力神杯的 SVG 动画，复杂的信息得点击才会弹出，不干扰主页面，小巧思不少。         最后分享的话还需要一个公开的地址，咱还是打开知识库，直接搜索「部署」，然后跟着教程简单配置一下，最后在聊天框里告诉 AI，帮咱免费托管到这个 IGA 平台。

八 |          当然，PPT 还是开胃菜，知识库里还有更难更专业的使用姿势，比如看论文。

九 |          前段时间 Anthropic 搞了个研究，说是发现了 Claude 里有类似人类「意识」的小房间，叫「J-space」。

十 |          这么牛批的东西那肯定得好好搂两眼，但原论文将近十万字，肯定不能生啃，还是跑知识库里找点妙妙小工具处理一下。         一样的步骤，找教程，复制提示词，然后根据自己的需要稍微改改就能发送了。         处理完，得到一份报告，结构很清晰，核心观点和主要数据都被提炼出来，放到了前面，而篇幅较长的实验附到了末尾，整体读起来效率高多了。         说起来这其实是模型可解释性的相关研究，不止 Anthropic，其他研究机构也都在做，毕竟 AI 这么吊，看不透总感觉挺危险的。         然后我就又淘了几篇其他方向的研究，想综合对比一下看看，用的还是知识库里的方法。         过了一会，它交出来一份简洁凝练的分析报告，主要是拉了几个对比表格，捋了一下几篇论文的重点。         最后还串了一条主线，说是现在研究方向挺多，有的偏理论，有的偏工具，各有不足，但有时候又能很好的互补。         确实，光靠 A 社一家之言，还是有点模糊，综合着看就清楚多了。         当然，这玩意儿研究的相当缓慢，一天两天可能还有兴趣关注，时间一长就容易甩一边忘掉。         不过知识库还有骚套路，就是设个定时任务，每天早上让 AI 自动检索整理一遍，有价值再看，没新货就拉倒，有点像雇了个秘书提前帮你筛选文件。         下面是它早上九点半发给我的周报，里面从 arXiv，OpenAI 和 Anthropic 扒出来 11 篇论文，直接塞进了我的飞书里，这下不得不看了。         当然，除了这种长线任务，编辑的日常还得广撒网，从海量的新闻里面捞选题。         但渠道一多就容易看不过来，好在前些天从 Github 上刷到个项目叫 Newsnow，聚合了很多世超平时逛的新闻网站，咱干脆任务升级，拿 TRAE Work 改造改造这个项目。         首先，得切换模式，因为术业有专攻，刚刚那俩任务都是「Work」办公模式，要改代码最好换成「Code」。         然后还是搜知识库，找到这篇题为「拿到「热门开源代码」，7 个思路教会你学习」的教程。         跟着里面的思路，先让它把代码仓库拉到本地，分析一下，观察清楚框架结构。

十一 |          然后这活儿它居然干了半个多小时，我本来以为是哪儿卡住了，延迟太高，结果翻开交付物一看傻眼了。         好家伙，这哪是观察一下框架，这给人族谱都扒干净了。         分析了整整 11 份文档，给项目建了个 wiki，顺手还搞了个前端落地页，推荐了几种不同的阅读路径，一条龙安排的明明白白。         视觉设计直接就用了原项目的红黑配色，而且它这个简约的半透明质感莫名的高级。         内容上也没得挑，代码块有高亮框，架构图，时序图，流程图都用上了 Mermaid 渲染，直观而且清晰。         无论是拆解某个功能自己学习，还是在项目基础上做二次开发，直接就是一个胸有成竹。         那还说啥了，直接搞点小功能试试水。         比如让它开发个将新闻转化成选题的功能，习惯性的搜了搜知识库，发现里面关于这个居然也有建议，咱直接复制一手，改一改发送执行。

十二 |          跑了一段时间，功能就开发好了。         整体效果就是自己先接入大模型的 API，然后 AI 就会按要求从这些接口的新闻中，找出 15 个有爆款潜质的新选题，每个再配上一句话的钩子，可以说很全面了。         但看着这界面总感觉味道不太对，布局什么的倒是合理，但风格上少了点差评味儿。         好在 TRAE Work 它还能兜，除了刚才体验的 Work 和 Code 模式，还有第三种 Design 设计模式能一起联动。

十三 |          按照知识库的说法，用 Code 完成开发后，如果对视觉设计不满意，可以把结果回流到 Design 模式，对前端界面进行大改造。         于是我就找了几张差评之前的插图，然后喂给 Design 模式，让它知道啥叫差评味儿。

十四 |          结果它品了品，反手掏出来一套标准的设计系统，名字叫故障蓝绿风格，嘿，你别说还挺准的。         关键这里面内容相当丰富，除了纯文字的设计规范，还有主题色系，字体标准。         当然，最显眼的是这一堆示例组件，展示了素材包框和表格元素的视觉效果，特别是按钮和文字后面的紫色霓虹细节，味道太对了。         于是我直接让 TRAE Work 照着这个标准重构项目的前端，花了十几分钟，差评风味儿的新闻聚合器它就好了。         可以感受到，从项目拆解，到新增功能的开发，再到前端的重构，基本都能照着 TRAE Work 官方知识库一路顺下来，整体体验相当丝滑。

十五 |          而且在这种长线任务里，它有个小功能深得我心，就是多端联动。         有时候处理时间一长，我就喜欢掏出手机去外边溜达，然后老容易忘记电脑上还干着活儿呢。         但绑定完手机和电脑后就不会了，任务中断或者完成它都会弹出提醒，还会滋得震动一下，就挺实用的。         当然，实际体验里也有磕磕绊绊的地方，比如改前端时一些组件可能错位，服务器有时候没正确启动，但它能调用 Agent 工具，自己截图 Debug，考虑得也算周到。         而且全程我也都没开会员，用的还是榜上有名的 GLM-5.2 模型，跑完三个任务都没限制，属实给我蹬爽了。         所以对于普通用户，TRAE Work 这次的切入点就很妙，它没强调什么模型参数有多猛，而是反手搞个知识库，教你怎么用着顺手。         轻度用户能照着实战教程快速上手，深度用户也能丰富一下技能储备。         而且知识库这玩意儿是需要长期维护的，一代版本一代神，好用的打法都是动态变化的，所以官方下场就靠谱一些，至少更新频率是有点保证的。         至于那些落后不知道几个版本的《AI，从入门到变现》，还是老老实实垫桌腿吧。

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