为啥Manus Claude的用户这么金字塔顶端,原因是,整个过程,用户自己定义目标,然后让 Agent 去 research、build、execute。 这种叙事天然讨好精英,因为它没有降低用户的主体性。 最后的心理归因依然是,这是我做出来的,只不过我用了 Manus。 但是国内现在的产品是,你不用懂,你不用会,我会就可以了,你可以一直不用学,我帮你做。 所以是叙事不同,而非功能不同。 @dabai520 #你不知道的内幕消息

Channel
你不知道的那些事
@justlook2024
On this record: Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry
6,154subscribers
-17 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 3,162–10,000.
Register entry
| Telegram ID | -1002401016509 |
|---|---|
| Type | Channel |
| Username | @justlook2024 |
| Created | Between 1 September 2024 and 31 March 2025— estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 7 August 2026 |
| Last confirmed live | 13 August 2026 |
| Measurements held | 4 |
| Confirmed unchanged | 1 time, most recently 13 August 2026 |
| On Telegram | t.me/justlook2024 |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 13 Aug 2026, 15:48 | 6,154 | -16 |
| 10 Aug 2026, 12:11 | 6,170 | -1 |
| 7 Aug 2026, 14:01 | 6,171 | no change |
| 7 Aug 2026, 13:55 | 6,171 | first reading |
Engagement
83 posts held, back to 6 August 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 8 pagesof Telegram’s post history, 20 posts per page.
- ERR · 30 days
- 0.651%
- avg views ÷ 6,154 subscribers
- Avg views / post
- 40.0
- 83 posts measured
- Reaction rate
- 0%
- reactions ÷ views · ER floor
- Posts in window
- 83
- of 83 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views— note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 1 of 83 measured posts that carry a reaction reading, and over those same posts' views.
| Window | Rolling 30 days · latest post in window 12 August 2026 |
|---|---|
| Posts held | 83 (6 August 2026 – 12 August 2026) |
| Views total | 3,323 |
| Reactions total | 0 |
| Forwards / comments | not exposed by the public surface — not measured, not estimated |
| Readings taken | 12 Aug 2026, 03:28 UTC |
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
- Video runtime
- 16m 12s
- Average length
- 1m 37s
Measured directly from 10 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Recent posts
一位投资人晚上向我展示他目前的AI使用情况。 他会自己写程序,一个月在AI订阅上花1000美元,从Claude、OpenAI、Gemini、Grok、Cursor等等全部顶配买一遍。他从七月开始游泳,用Cursor自己写了一整套数据检测程序,从距离、速度、心率、摆臂效率等等,极为详尽的数据分析,由程序自动生成。 他还有专门分析股票的专业程序,由多个模型配合;其中,需要实时分析的部分由Grok承担,因为Grok接入了实时社交媒体数据。每次看一家公司,他的AI程序会用巴菲特、彼得林奇、达里奥、芒格等传奇投资人的视角来给公司打分并进行分析。 他是程序员出身,私下仍是极客,比如私下他会改装自家音响,自己动手操作Cursor写码,给里面装上语音AI助手。 想想看,这两天Claude推出的Co-worker就是Anthropic程序员两天的机器代码做出来的产品,一推出就震撼全网。在人类向AGI转型的时代,可能不会操作AI coding to…
穷人的钱不好赚,一块钱都叽叽歪歪。但是穷人的钱好骗,很容易就倾家荡产。
海外创业信息差 万亿旅游市场。 做跨境电商,大家对渠道的理解还是太浅显了。 如果你是卖个护或者3C电子的,在电商平台上卷生卷死,还不如直接all in旅游零售,闷声发大财。 比如说下面这几个卖货渠道大家就可以试试: 1。 航班零售。 2。 机场自动贩卖机。 3。 Airbnb民宿。 4。 滑雪场商店。 5。 景点Gift Shop。 自媒体/出海经验/赚美金/运营技巧 @zhjingxuan
今天听说一老哥带了40万港币入境被拦了。 因为他走的无申报通道,钱又装在行李箱里,被扫出来很容易,最后罚了6%了事。 之前还有人带100多万没申报被罚10%的,太傻了。 上限是罚20%,但主动配合金额不大,一般1-6%。 其实带外币入境是无上限的,单人超过5000美元你走申报通道就行了,可以小程序预约,也可以现场直接去。 不会盘问你,填个表盖个章就结束了,你拿着纸去国内银行存外币,很方便。 海关不会收税,唯一的收税可能性,就是信息传给税务局,未来再按资金来源收。 不过没看谁因此被税务打过电,我听说是目前系统只同步给外管局,不主动给税务,但税务可以要求协助调取。 最后一个冷知识,一个28寸托运行李箱可以装500万美元。 | |
早上看到一个超级强的 Chrome 扩展「Language Reactor」,真正的实现看 Youtube、Netflix 的时候学习英语,将每一句台词直接中英文纯正的给标出来,并支持反复听和鼠标移上去查看含义,比单纯记单词好多了,将你看视频过程给变成了一个有趣的英语学习。 🤖 互联网从业者专属 @zhjingxuan
这本书在同类里简直是“异类级别”。 《普通人的财富自由之道》在亚马逊 714 条评分里拿到 4。8 分,几乎满分。 作者采访了 3000 多位创业者,把他们的路径、失败点、底层方法统统拆开。 它不是鸡汤,很多内容创业者把它当成“行动手册”。 🔗: @meiriyishu
远离那些不出钱、不出力,意见很特别多的人,你符合他们的利益,他们就会夸赞你、抬举你,反之,他们就会打压诋毁你。 副业赚钱探索 @zhjingxuan
TG必备的搜索引擎,快搜kuai帮你发现有趣群组、频道、视频、音乐、电影、新闻 | Find cool stuff all in one bot! 机器人:@kuai @kuaia @kuaiaa 👉 https://t.me/kuai?start=a_EQMX0B
可以让整个社会更富,却也可能让一部分人的收入变得更不稳定。 问不是AI会不会创造财富,它当然会。 真正的问是,这些新增的财富最后会属于谁? 在瑞·达利欧看来,AI创造的财富,会更容易流向资本家。他的解释如下。 工业革命以来,机器一直在沿着人的身体向上替代。 最早替代的是体力,拖拉机代替农民在土地上劳作,流水线接管了大量重复动作。 现在,这条线已经来到了大脑,AI开始处理写作、分析和部分推理工作。 以前一家企业赚到100元,需要拿出很大一部分支付工资。现在,同样的业务可以由更少的人配合AI完成。 企业收入没有减少,人工成本却可能下降。省下来的部分不会凭空消失,它更可能进入利润,最后流向持有公司股份的人。 这才是AI时代真正重要的财富变化。 它不一定表现为所有人突然失业,更常见的情况是,一个行业仍然在增长,身处其中的普通人却没有明显变富。 生产率提高了,工资只增加一点,资产价格却涨得更快。 一个人会使用生产工具,与拥有生产工具带来的…
普通人应该怎么选医生希望大家都能无灾无病! | |
职场和领导相处的五大禁忌; 禁忌一:作为下属,永远不要和领导争工,这是职场铁律。 禁忌二:看透不说透,藏不住的人死得快。 禁忌三:关系再好,也要懂分寸。 禁忌四:在领导最需要你的时候你沉默。 禁忌五:做事,不要有狂妄之气。 @dabai520 #行业内幕信息 #职场潜规则
Showing the 12 most recent of 83 posts we hold for @justlook2024. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Mentions
Names
Channels on the register whose handles appear in this channel's posts.
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 13 August 2026 — this entry's latest reading, not the date you are reading this.
“你不知道的那些事” (@justlook2024), 6,154 subscribers as measured 13 August 2026. Telegram Register, tgregister.com/channel/justlook2024.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.