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DAILY EDITION · 本地生成 2026-10-25 · 11 STORIES ENGLISH / 双语 / CET-6
ISSUE 001 2026-10-25
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EDITION

The Hidden Costs of Simple Answers

简单答案的隐性代价

Beneath every tidy solution lies a messier truth waiting to crack open, and this issue follows the fault lines wherever they lead.

  • 兔叭咯
  • 小Lin说
  • 差评
  • 差评X.PIN
  • 波士顿圆脸
  • 章北海official
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STORY 01小Lin说2026-10-24

Why Does "Financial Freedom" Cost 480 Times Your Monthly Spending?

你需要多少钱,才能财富自由?

Why Does "Financial Freedom" Cost 480 Times Your Monthly Spending?
小Lin说《你需要多少钱,才能财富自由?》封面

Imagine someone offers提供 you a deal交易: stop working tomorrow, keep your current当前的 lifestyle, and never worry about money again. How much would you need? Most people guess a few million yuan, but the formula公式 that circulates online is oddly precise精确的: 480 times your monthly expenses开支. Spend 10,000 yuan a month, and you need 4.8 million. Spend 5,000, and it drops to 2.4 million. Where does this strange奇怪的 multiplier倍数 come from?

象一下,有人向你提出一笔交易:明天就停止工作,维持现有的生活方式,从此再也不用为钱发愁。你需要多少钱?大多数人会猜几百万,但网上流传的公式却精确得有些奇怪:月支出的480倍。每月花1万元,就需要480万;每月花5000元,就降到240万。这个奇怪的乘数从何而来?

The logic starts始于 with a conservative保守的 bet on investing投资. If your money is reasonably合理地 managed—not simply locked into fixed deposits存款—long-term长期的 nominal名义的 returns hover徘徊于 around 4% to 4.5%. Subtract减去 roughly 2% for long-term长期的 inflation通胀, and the real return shrinks缩水 to about 2% to 2.5%. To generate产生 enough to cover覆盖 your annual每年的 spending at that rate收益率, your assets资产 must equal 40 to 50 times your yearly expenses开支. Multiply乘以 by twelve months, and you land near 480 times monthly costs.

逻辑起点是对投资的一个保守假设。如果你的钱得到合理打理——不是简单锁进定期存款——长期名义回报率大约在4%到4.5%。减去约2%的长期通胀,实际回报就缩水到2%到2.5%左右。要按这个收益率产生足够覆盖年度开支的收益,你的资产就必须达到年支出的40到50倍。再乘以十二个月,就接近月支出的480倍。

Here's the twist玄机 most people miss. The intuition直觉 says "save enough and you're free," but the formula公式 reveals揭示 that the return assumption假设 does almost all the work. Park everything in fixed deposits存款, and inflation通胀 quietly eats your purchasing购买 power—your pile may look intact完好 while its real value价值 erodes侵蚀 year after year.

大多数人忽略的转折就在这里。直觉告诉我们“存够了就自由了”,但公式揭示出,回报假设几乎承担了全部作用。把所有钱都放在定期存款里,通胀会悄悄吞噬你的购买力——你的钱堆看上去完好无损,实际价值却年复一年地缩水。

For a reality check检验, look at China's social security保障 fund基金, which averaged 7.39% returns from 2000 to 2024, and corporate企业的 annuities年金 at 6.17%. Those numbers数字 sound tempting诱人, but ordinary investors投资者 must subtract减去 2 to 3 percentage points in fees and mistakes. That gap差距 is why the formula公式 deliberately刻意 uses humbler更保守的 assumptions假设.

要检验现实,不妨看看中国的社保基金,2000年至2024年间平均回报率为7.39%,企业年金为6.17%。这些数字听起来诱人,但普通投资者必须减去2到3个百分点的费用和失误。正是这个差距,让公式刻意采用了更保守的假设。

The basic version版本 is also incomplete不完整的. Raising抚养 a child, lifelong终身的 healthcare医疗, and buying a home are large capital资金 commitments支出 that sit outside超出 monthly budgets预算. Stack叠加 those on top, and the target目标 climbs fast. Using the urban城镇的 per-capita人均 monthly spending of 2,990 yuan, a single person would need roughly 1.435 million yuan—far less intimidating吓人 than the headline figure数字 suggests.

基础版本也并不完整。养育孩子、终身医疗和买房都是大额资本支出,不在月度预算之内。把这些叠加上去,目标就会迅速攀升。按城镇人均月支出2990元计算,单身一人大约需要143.5万元——远没有标题数字那么吓人。

So what什么 is the number数字 actually for? Not for hoarding囤积 cash and lying flat躺平. Its real value价值 lies in working backward: deciding where to live, whether to have children孩子, how much to save, and what什么 kind of work justifies值得 its cost. It turns a vague模糊的 dream into a planning tool.

那么这个数字究竟有什么用?不是用来囤积现金、躺平不干。它的真正价值在于倒推:决定住在哪里、是否要孩子、存多少钱,以及什么样的工作值得付出这样的代价。它把一个模糊的梦想变成了规划工具。

Perhaps the deeper point is this: treating life as two separate phases阶段—miserable earning followed随后 by blissful幸福的 freedom—may be the costliest代价最大的 mistake of all. The formula公式 asks how much money you need. The harder更难的 question问题 is what什么 you'd actually do once you had it.

也许更深层的要点在于:把人生当作两个截然分开的阶段——痛苦的赚钱期,然后是幸福的自由期——可能才是代价最惨重的错误。公式问的是你需要多少钱。更难的问题是,一旦有了这些钱,你究竟会去做什么。

Subtract roughly 2% for long-term inflation, and the real return shrinks to about 2% to 2.5%.

B 站热门讨论3 条热评

  1. 弹幕真给我看乐了,这个三千万那个三个亿,现实里这帮人估计对大笔的钱都没什么概念,三十万都不见得有,在这儿白日做梦。。

    黯夜幽魂

  2. 我不是很能理解现在这个社会,普通人一个月也就三四千块钱,是怎么能买房买车结婚生子还不生病的,就纯掏爹妈存款呗

    QWER--d

  3. 现在人连100W都看不起吗?张口闭口500W🤣

    Jacksnake117

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STORY 02兔叭咯2026-10-10

A Brain Tumor Made Him a Killer? The Texas Tower Case Says It's Not That Simple

【医学奇迹】美国第一场被直播的校园大屠杀!枪杀14人后,他的尸检报告震惊全美!|96分钟、14条人命与一颗脑瘤

A Brain Tumor Made Him a Killer? The Texas Tower Case Says It's Not That Simple
兔叭咯《【医学奇迹】美国第一场被直播的校园大屠杀!枪杀14人后,他的尸检报告震惊全美!|96分钟、14条人命与一颗脑瘤》封面

On August 1, 1966, a 25-year-old25岁的 student climbed to the observation观察 deck of the University of Texas clock tower塔楼 with an arsenal一批 of rifles and opened fire on the crowd人群 below. For roughly 96 minutes, Charles Whitman kept shooting, killing 14 people and wounding 32 more. It was the first mass大规模 campus shooting broadcast live across America — and the first whose autopsy尸检 would leave doctors arguing争论 for decades几十年.

966年8月1日,一名25岁的学生带着一批步枪爬上得克萨斯大学钟楼的观景台,向下方的人群开枪。在长约96分钟的时间里,查尔斯·惠特曼持续射击,杀死14人,另有32人受伤。这是美国第一起通过电视直播的大规模校园枪击案,也是第一起尸检结果让医生争论数十年的案件。

On the surface, Whitman looked like the last person anyone would suspect怀疑. A former Marine海军陆战队员 and an architectural建筑学的 engineering student, he was described被描述为 as cheerful, driven有干劲的, and full of promise. Yet behind that facade外表 ran a very different life: illegal非法的 firearms枪支, gambling赌博, loan sharking放高利贷, and a growing dependence依赖 on dextroamphetamine右旋安非他明, a stimulant兴奋剂 he took in large doses to cope应对 with academic学业 pressure压力.

表面上看,惠特曼似乎是最不可能成为凶手的人。他曾是海军陆战队员,又是一名建筑工程专业的学生,认识他的人说他开朗、有上进心、前途无量。然而在这副外表背后,却是截然不同的生活:非法枪支、赌博、放高利贷,以及越来越依赖右旋安非他明——一种他为了应付学业压力而大剂量服用的兴奋剂。

He also complained抱怨 constantly不断 of headaches and had grown increasingly irritable易怒. At one point he even甚至 told a psychiatrist精神科医生 that he wanted to climb the tower塔楼 and start开始 killing people. Nobody stopped阻止 him.

他还不断抱怨头痛,脾气也变得越来越暴躁。有一次,他甚至对一位精神科医生说自己想爬上钟楼杀人。没有人阻止他。

The night before the massacre屠杀, Whitman murdered his wife and his mother.

屠杀发生的前一晚,惠特曼杀害了自己的妻子和母亲。

When pathologists病理学家 examined his brain, they found something striking惊人的: a fast-growing快速生长的 glioblastoma胶质母细胞瘤, roughly 2 by 1.5 by 1 centimeters厘米, sitting near the right amygdala杏仁核 — a small almond-shaped杏仁状 structure deep in the brain that helps govern控制 emotion情绪 and aggression. Here is the intuitive直觉的 conclusion many jumped to: the tumor pressed压迫 on the circuitry神经回路 that keeps rage in check控制, so the brakes failed, and the violence followed随之而来.

病理学家检查他的大脑时,发现了惊人的东西:一个快速生长的胶质母细胞瘤,大小约为2×1.5×1厘米,位于右侧杏仁核附近——那是大脑深处一个杏仁状的小结构,参与调控情绪与攻击性。许多人立刻得出的直观结论是:肿瘤压迫了抑制愤怒的神经回路,于是“刹车”失灵,暴力随之而来。

That explanation is tempting诱人的, and partly right — but it collapses站不住脚 under scrutiny审视.

这个解释很诱人,也有一部分道理——但经不起推敲。

For one thing, millions of people live with brain tumors, and almost none of them become mass大规模 murderers. A tumor may release释放 aggression that is already loaded, but it does not manufacture制造 a killer from nothing. Whitman's childhood offers提供 the deeper layer层面: a father who beat him, forced强迫 him to handle使用 guns, and modeled violence as a way方式 of life. As an adult, Whitman repeated that pattern模式 at home.

首先,数以百万计的人患有脑瘤,其中几乎没有人成为大规模杀人犯。肿瘤或许会释放出早已蓄积的攻击性,但它不会凭空制造出一个杀手。惠特曼的童年揭示了更深的一层:一个殴打他、强迫他接触枪支、把暴力当作生活方式的父亲。成年后,惠特曼在家庭中重演了这一模式。

His heavy stimulant兴奋剂 use likely added fuel助燃, amplifying放大 impulsiveness冲动 and distorting扭曲 his mental精神的 state. Whether he was on the drug during the attack袭击 remains遗体 unknown — the embalmed防腐处理过的 body尸体 made toxicology毒理学 testing impossible — and his motive动机 is still officially unresolved未解.

他大量使用兴奋剂很可能火上浇油,放大了冲动、扭曲了他的精神状态。袭击时他是否在服药仍不得而知——遗体经过防腐处理,使毒理学检测无法进行——而他的动机在官方层面至今仍未查明。

So the honest answer答案 is layered多层面的 rather than neat: a tumor, a drug habit, and a violent暴力的 childhood, stacked叠加 on top of one another. Remove去掉 any one, and the outcome结果 might have differed. The tower塔楼 case is less a story about a single rogue tumor than a reminder of how many switches开关 must align before a person breaks.

所以,诚实的答案是多层的,而非干净利落的:一个肿瘤、一段药物滥用史、一个充满暴力的童年,层层叠加在一起。去掉其中任何一项,结果都可能不同。钟楼案与其说是一个关于单个恶性肿瘤的故事,不如说它提醒我们:一个人崩溃之前,需要有多少个开关同时被拨动。

His heavy stimulant use likely added fuel, amplifying impulsiveness and distorting his mental state.

B 站热门讨论3 条热评

  1. 不是,所以这哥们大半天把他爱的爱他的,和无辜路人杀了半天,没杀他老爹有的南蚌

    天上森

  2. 不管什么理由,最后不杀那个“强者”只挑软柿子杀那就是纯懦夫

    阡陌行止

  3. AI内容太难看了少用

    三重狂三酱

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STORY 03章北海official2026-10-24

What If Someone Suggested Puncturing Condoms to Raise the Birth Rate?

地产商:生育率太低,建议政府给避孕套扎眼

What If Someone Suggested Puncturing Condoms to Raise the Birth Rate?
章北海official《地产商:生育率太低,建议政府给避孕套扎眼》封面

Imagine a real estate房地产 tycoon大亨 telling the government to let a share of defective有缺陷的 condoms避孕套 slip流入 onto the market市场, so that accidental pregnancies怀孕 might lift a falling下降的 birth rate率. That is not a dystopian反乌托邦 novel小说. It is a proposal floated提出 by Shi Yongxing, a property房地产 developer开发商, who framed框定为 it as a thought experiment about who bears responsibility责任 for a society's survival生存.

象一下,一位房地产大亨告诉政府,让一部分有缺陷的避孕套流入市场,这样意外怀孕或许能提振不断下降的生育率。这不是反乌托邦小说。这是房地产开发商施永兴提出的建议,他将其包装成一个思想实验,探讨谁来为一个社会的存续承担责任。

His reasoning推理 runs like this: condoms避孕套 interrupt打断 a design设计 built into our ancestors祖先, so weakening them should应该 restore恢复 fertility生育率. He also argues主张 that cash subsidies补贴 set树立 a bad precedent先例, turning childbearing生育 into a transaction交易 priced by economic经济的 power and inviting endless无休止的 demands要求 for more.

他的推理是这样的:避孕套打断了我们祖先身上固有的一种设计,所以削弱避孕套应该能恢复生育能力。他还认为,现金补贴开了不好的先例,把生育变成由经济实力定价的交易,并招致无休止的加码要求。

An online commentator评论员, Zhang Beihai, took the idea apart. His first charge指控 is that this is conservative保守的 hostility敌意 toward pleasure dressed up as policy: sex is only permitted被允许 when chained捆绑 to marriage, family, or population targets目标, while personal joy has no legitimacy正当性 of its own. Push that logic further进一步 and you drift滑向 toward a Legalist style of rule统治, in which citizens are not supposed to negotiate谈判 or refuse, and governors may override凌驾 individuals个人, even甚至 do harm, in the name of a public goal.

网络评论人张北海对这一观点进行了剖析。他的第一个指控是,这是保守派对快感的敌意披上了政策外衣:性只有在与婚姻、家庭或人口目标绑定时才被允许,而个人快乐本身没有正当性。把这一逻辑推得更远,你就会滑向法家式的统治,在这种统治下,公民不该谈判或拒绝,而治理者可以以公共目标之名凌驾于个人之上,甚至造成伤害。

Then comes the twist转折. Shi is not a neutral中立的 philosopher哲学家. As a founder of Central China Real Estate房地产, he has motives动机. Blaming归咎于 condoms避孕套 quietly avoids回避 asking about housing住房 prices. Research suggests that for every $10,000 rise in home prices, childless无子女的 families see fertility生育率 fall下降 by 2.4 percent. Hong Kong's price-to-income房价收入比 ratio is 14.1 and its total fertility生育率 rate率 just 0.733; Shanghai's ratio is about 25 and its fertility生育率 rate率 0.58. One study credits归因于 rising Hong Kong housing住房 prices between之间 1971 and 2005 with roughly 65 percent of the fertility生育率 decline下降.

然后是转折。施并非中立的哲学家。作为建业地产的创始人,他有自己的动机。把矛头指向避孕套,悄悄回避了房价问题。研究表明,房价每上涨1万美元,无子女家庭的生育率就下降2.4%。香港的房价收入比为14.1,总和生育率仅为0.733;上海的房价收入比约为25,生育率为0.58。一项研究将1971年至2005年间香港房价上涨归因于生育率下降的约65%。

The second第二个 motive动机 is self-serving自私的. Declaring childbearing生育 a duty everyone must fulfil lowers the burden负担 on the wealthy富人. If quotas配额 truly matched ability, the rich would have more children孩子 and be taxed to subsidize others, which would drag牵扯 in questions问题 of taxation税收, public services, and wealth财富 distribution分配. Far easier更容易 to call subsidies补贴 a bad start开端.

第二个动机是自私自利。宣称生育是人人必须履行的义务,减轻了富人的负担。如果配额真正与能力相匹配,富人就会多生孩子,并被征税来补贴他人,这会牵扯出税收、公共服务和财富分配的问题。远为容易的是,把补贴说成是一个糟糕的开端。

The commentator's key distinction区别: opposing反对 punctured扎破的 condoms避孕套 is not the same as opposing反对 the mindset心态 behind them. Few people want more births on these terms, but many think this way方式. The same people call unions vampires吸血鬼 living off workers' dues, yet offer提出 no plan to improve workers' conditions. That is not reform改革; it is a denial否定 of anyone's right to bargain谈判.

评论者的关键区分在于:反对扎破的避孕套,不等于反对其背后的思维方式。很少有人希望以这种方式增加生育,但很多人正是这样想的。同样是这些人,把工会称为靠工人会费养活的吸血鬼,却拿不出改善工人条件的方案。那不是改革;那是否认任何人谈判的权利。

Fertility生育率 should应该 be a private私人的 decision. So should应该 a worker's right to negotiate谈判 with capital资本. Until that is accepted, this kind of thuggish流氓式的 logic will keep finding fertile肥沃的 ground.

生育应该是私人决定。工人与资本谈判的权利也应如此。在这一点被接受之前,这种流氓逻辑还会不断找到滋生的土壤。

Until that is accepted, this kind of thuggish logic will keep finding fertile ground.

B 站热门讨论3 条热评

  1. 绷不住了,干脆强制要求吴涛,社区居委会(村委会)派人上门监督[星星眼]

    咲希了

  2. 觉悟这么高 高低是个港督

    雪织孤寂

  3. 照这暴论 消费不振得拿枪逼着人去花钱 这些狗屁玩意说话真好笑🤣

    yilululululunn

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STORY 04波士顿圆脸2026-10-24

Why Did a Twitter Argument Between China and Turkey Pull In Thirty Countries?

二十国混战:速通复盘中土网友对线大战

Why Did a Twitter Argument Between China and Turkey Pull In Thirty Countries?
波士顿圆脸《二十国混战:速通复盘中土网友对线大战》封面

In October 2026, a seemingly看似 minor小的 dispute on X between在…之间 a Turkish user and a Uyghur girl from Xinjiang snowballed into a multilingual多语言的 brawl involving涉及 netizens网民 from more than thirty countries—Japan, Malaysia, Singapore, India, Korea, France, Greece, the United States, Russia, and many others. Individual单个的 posts routinely经常 drew 200,000 to 300,000 views浏览量. How does a single exchange交锋 of insults turn into a global全球的 spectacle大场面?

026年10月,X平台上一位土耳其用户与一名来自新疆的维吾尔族女孩之间一场看似微不足道的争执,滚雪球般演变成一场涉及三十多个国家网民的多语种骂战——日本、马来西亚、新加坡、印度、韩国、法国、希腊、美国、俄罗斯,还有许多其他国家。单条帖子动辄获得二三十万次浏览。一次单纯的对骂,何以演变成一场全球性的景观?

The spark导火索 was almost absurdly荒谬地 simple简单. A Turkish woman, arguing主张 that their languages both belong to the Turkic family, demanded要求 that the Uyghur girl identify认同为 herself as "Turkic." Chinese users responded回应 by mirroring照搬 her logic: if linguistic语言的 and historical proximity相近 defines定义 identity, then shouldn't Turks—whose language and history sit close to Greece's—count算作 as Greeks? The reply that came back was not an argument but an accusation of racism种族主义 and a personal attack攻击. From there, the thread detonated引爆.

导火索简单得近乎荒诞。一位土耳其女性主张,既然双方的语言同属突厥语族,那维吾尔族女孩就该承认自己是“突厥人”。中国网民则以彼之道还施彼身:倘若语言与历史的相近就能定义身份,那么土耳其人——其语言和历史都与希腊相近——岂不也该算作希腊人?对方的回应不是论辩,而是扣上一顶种族主义的帽子,外加人身攻击。至此,整个帖串彻底引爆。

The deeper target目标 of the debate争论 was Pan-Turkism and Turanism, the ideology意识形态 Turkey has officially promoted推行 for decades几十年. It originated起源于 in the nineteenth century among Kazan and Crimean Tatar intellectuals知识分子 within the Russian Empire, who treated language as the foundation基础 of national identity. It later hardened固化为 into state doctrine教义 in the Turkish Republic.

这场争论更深层的靶子,是泛突厥主义与图兰主义——土耳其官方推行了数十年的意识形态。它起源于十九世纪俄罗斯帝国境内的喀山与克里米亚鞑靼知识分子,他们将语言视为民族认同的根基。后来,它在土耳其共和国固化为国家学说。

Here is where intuition直觉 fails. The obvious assumption假设 is that a people who speak one language family must share one ancestry血统—that "Turkic" describes描述 blood. Genetics遗传学 says otherwise并非如此. Modern testing shows that Turks are a thoroughly彻底 mixed population drawn from multiple多个 Eastern Mediterranean groups; there is no such thing as a "pure-blooded纯血统的 Turk." Even甚至 President Erdoğan, according根据 to the video's hosts主持人, carries带有 Georgian ancestry血统. The theory's flaw缺陷 was present存在 at birth: language and inheritance血统传承 simply do not travel together.

直觉在此处失灵。显而易见的假设是:讲同一语系的人群必然共享同一血统——“突厥”描述的是血脉。遗传学给出的答案却相反。现代检测显示,土耳其人是源自东地中海多个群体的彻底混血人口,根本不存在什么“纯血土耳其人”。据视频主播所说,就连埃尔多安总统本人也有格鲁吉亚血统。这套理论的缺陷与生俱来:语言与血统从来就不是一路同行。

Chinese netizens网民 pressed加紧 the attack攻击 with history and economics经济—the Great Wall as a defensive防御性的 system, the relationship between在…之间 the Xiongnu and the Turks, Turkish soldiers captured被俘 during the Korean War, and the lira crisis危机. Greek and Iranian users, motivated出于 by their own historical grievances积怨 with Turkey and by a grudging勉强的 respect for the Chinese users' command掌握 of history, joined their side.

中国网民以历史和经济为武器发起攻势——长城作为防御体系、匈奴与突厥的关系、朝鲜战争中俘获的土耳其士兵,以及里拉危机。希腊和伊朗网民出于自身与土耳其的历史积怨,加之对中国网民历史功底的几分服气,加入了他们一方。

But the hosts主持人 of the video视频, 波士顿圆脸 and 河畔的伯爵, argue认为 that the point was never to convert改变 Turkish netizens网民 shaped by a flawed有缺陷的 education. The real audience受众 was the bystanders旁观者—above all, netizens网民 in Central Asian Turkic-speaking countries, who could see that Pan-Turkism offers提供 them nothing. That, in turn, serves stability稳定 in China's northwest and the public footing of the Belt and Road.

但视频主播波士顿圆脸和河畔的伯爵认为,重点从来不是说服那些被错误教育塑造的土耳其网民。真正的受众是旁观者——首先是中亚突厥语国家的网民,他们能看清泛突厥主义给不了他们任何东西。而这反过来又有助于中国西北的稳定与“一带一路”的民意基础。

Perhaps the most striking引人注目的 takeaway要点 is quieter: a group of ordinary users, armed凭借 with knowledge, logic, and humor, took part in global全球的 online governance治理 without joining anyone's camp. Walk out onto the field yourself, and you are a side.

或许最引人注目的启示反而更安静:一群普通用户,凭借知识、逻辑与幽默,在不加入任何阵营的情况下参与了全球网络治理。亲自下场,你便是一方。

The theory's flaw was present at birth: language and inheritance simply do not travel together.

B 站热门讨论3 条热评

  1. 报告,今天上午把三只土鸡,一个柜子,还有一个不常见生物怼到不敢回话,下午再接再厉🫡

    七尾加奈

  2. 应该再说说,那个土耳其女士庆祝母亲战胜癌症的帖子有很多中国人祝福的事,我觉得这个事也是改变战局的关键!

    极限瞬间

  3. 大国工业这一块

    就叫明天啊

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STORY 05波士顿圆脸2026-10-20

How a Translation Button Accidentally Started a Global Argument With Japan

社交媒体世界大战:泰韩法巴西已加入抗日全球统一战线

How a Translation Button Accidentally Started a Global Argument With Japan
波士顿圆脸《社交媒体世界大战:泰韩法巴西已加入抗日全球统一战线》封面

A single button on X, formerly原名 Twitter, quietly removed移除 one of the internet's oldest walls: language. Posts that once stayed trapped被困住 inside national bubbles信息圈 suddenly appeared in Thai, Korean, French, and Portuguese feeds — and millions of people could finally read what什么 strangers were saying about them.

平台(原推特)上的一个按钮,悄然拆除了互联网最古老的一堵墙:语言。曾经被困在本国信息气泡里的帖子,突然出现在泰语、韩语、法语和葡萄牙语的信息流中——数百万人终于能读到陌生人在议论他们什么。

What什么 followed随后发生 was not the warm "global全球的 village" anyone expected预想的. Instead, users from several countries found themselves in the same argument, aimed at the same target目标: Japan's right wing. The trigger导火索, oddly enough, was a convenience便利店 store.

随之而来的并不是人们期待的温暖“地球村”。相反,多个国家的用户发现自己卷入了同一场争论,矛头指向同一个目标:日本右翼。而触发这一切的,说来奇怪,竟是一家便利店。

Thai netizens网民 were already irritated恼火 by a viral complaint抱怨 from Japanese users that Thai tourists were opening cup noodles in stores before paying. Then came the Asian Games, where Thai athletes运动员 reportedly据报道 arrived to no welcome, slept on airport floors, and were served a canteen meal with a single vegetable. A Japanese official's remark that the athletes运动员 had come "to farm views浏览量" poured fuel火上浇油 on the fire.

泰国网民本就憋着火:日本用户的一条帖子曾疯传,抱怨泰国游客在店里未付款就拆开杯面。接着是亚运会,据报道泰国运动员抵达时无人迎接,睡在机场地板上,食堂供餐只有一样蔬菜。一名日本官员称运动员是“来蹭流量的”,更是火上浇油。

Korea joined with its own grievances不满: a ceremony where someone appeared dressed as Toyotomi Hideyoshi — the 16th-century十六世纪 leader who invaded Korea — the wrong national anthem国歌, and referees裁判 rushing matches. To many Koreans, this read as an insult to national dignity尊严, not a logistical后勤的 slip疏忽.

韩国也带着自己的不满加入进来:一场仪式上有人扮成丰臣秀吉——16世纪入侵朝鲜的那位领导者——奏错国歌,裁判催促比赛。在许多韩国人看来,这是对国家尊严的侮辱,而非后勤失误。

Here is where intuition直觉 fails. You might assume以为 that shared anger would unite these countries into a bloc. It didn't. Turkey, for instance例如, drifted偏向 toward Japan's side over在…上 Kurdish issues问题 and clashed冲突 with everyone else — while, by the same account说法, many Japanese users looked down on Turks just as readily同样轻易地.

直觉在这里失灵了。你或许以为共同的愤怒会把这些国家团结成一个阵营。并没有。例如土耳其,在库尔德问题上偏向日本一方,与其他所有人发生冲突——而按同样的说法,许多日本用户照样看不起土耳其人。

Brazil's entry加入 was stranger still. A clip视频片段 mocking嘲讽 Japan's World Cup defeat失利 circulated alongside连同 claims说法 that local Japanese-Brazilian far-right极右翼 groups backed militarism军国主义 and historical revisionism修正主义, putting them at odds对立 with Brazil's left. France was pulled in after Japanese tourists filmed street unrest and called the country "third-world第三世界," and after Japanese users accused指责 French cosplayers角色扮演者 of cultural文化的 appropriation挪用.

巴西的加入更加离奇。一段嘲讽日本世界杯失利的视频流传开来,同时有人声称当地的日裔巴西极右团体支持军国主义和历史修正主义,因而与巴西左翼对立。法国也被卷了进来,起因是日本游客拍摄街头骚乱并称该国为“第三世界”,以及日本用户指责法国coser文化挪用。

Notice the pattern规律: each conflict冲突 looks local, but the same reflex本能反应 keeps appearing — a sense of being the center of the universe宇宙, with everyone else as support配角 cast演员阵容. That reflex本能反应, the video视频 argues认为, is the real root of the pile-on群起围攻, and it caught使…措手不及 Chinese netizens网民 completely off guard防备.

注意这个模式:每场冲突看似局部,但同一种反射反复出现——一种自视为宇宙中心、视其他所有人为配角的感觉。视频认为,这种反射才是群起攻之的真正根源,而它让中国网民完全措手不及。

So what什么 happens when translation makes every country's private私下的 annoyance不满 public at once? Perhaps the lesson is not that the world is uniting, but that the internet has simply stopped不再 letting anyone monologue自说自话.

那么,当翻译让每个国家的私下烦恼同时公开化,会发生什么?也许教训不是世界正在团结,而是互联网 simply 不再允许任何人自说自话。

single button on X, formerly Twitter, quietly removed one of the internet's oldest walls: language.

B 站热门讨论3 条热评

  1. 是的我全程围观吃瓜[吃瓜] 看到一个特别牛的中文推: 上帝为了惩罚建造巴别塔的人, 让他们说不同的语言无法理解彼此; 马斯克为了惩罚人类, 发明自动翻译让全世界的人理解彼此

    Emperor_Vader

  2. 一片勃勃生机,万物竞发的景象犹在眼前啊

    三幕路人

  3. 加了翻译功能之后是真的牛逼,之前用的时候想翻译废老鼻子劲了

    一慕慕汐一

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STORY 06小Lin说2026-09-26

How Chinese Scanners Broke the Monopoly on Medical Imaging

国产医疗设备,怎么样了?

How Chinese Scanners Broke the Monopoly on Medical Imaging
小Lin说《国产医疗设备,怎么样了?》封面

In 2010, fewer than one in a hundred MRI machines installed安装的 in Chinese hospitals was made in China. By 2025, that figure数字 had climbed to 42 percent. The CT scanner扫描仪 tells an even更加 starker鲜明 story: from 10 percent to 47 percent in the same span时期. Somewhere in those numbers数字 lies one of the quietest industrial工业 upsets of the past decade十年.

010年,中国医院安装的核磁共振设备中,国产比例不到百分之一。到2025年,这一数字已攀升至42%。CT扫描仪的情况更为惊人:同期从10%升至47%。在这些数字背后,是过去十年间最悄无声息的一场工业变局。

For years, the high end高端领域 of medical imaging belonged almost entirely to three Western firms — GE, Philips and Siemens, collectively合称 known in the trade行业 as GPS. They held the market市场 through通过 joint ventures合资企业, acquisitions and a careful refusal拒绝 to share core technology. A machine sold to a Chinese hospital could carry带有 a premium溢价 of two to three times its price elsewhere, and hospitals paid, because there was no alternative替代选择.

多年来,医学影像的高端领域几乎完全被三家西方公司垄断——通用电气、飞利浦和西门子,业内合称GPS。它们通过合资、收购以及小心翼翼地拒绝分享核心技术来把持市场。一台卖给中国医院的设备,售价比其他地方高出两到三倍,而医院照付不误,因为别无选择。

The domestic国内 market市场, meanwhile, was growing 15 to 40 percent a year. Demand需求 was exploding, and the supply was imported and expensive. Something had to give.

与此同时,国内市场以每年15%到40%的速度增长。需求井喷,供给却依赖进口且价格高昂。变革势在必行。

Enter Shanghai United Imaging. Its founder, Xue Min, had already been burned once: his earlier早先的 company, Meditech, was forced被迫 to sell itself to Siemens after its supplier供应商 of core components部件 cut him off. He started重新创业 again in 2011 with three rules原则 — cover覆盖 every product line产品线, match the best technology in the world, and build every critical关键 component部件 in-house自研.

联影医疗登场。其创始人薛敏此前已经栽过一次跟头:他早先创办的迈迪特公司,在核心零部件供应商断供后被迫出售给西门子。2011年他重新出发,立下三条规矩——覆盖全线产品、对标全球最好技术、所有关键部件自主研发。

The obvious strategy策略 would have been to chase追逐 the cheap end高端领域 of the market市场. United Imaging did the opposite. It began with 1.5T MRI and 16-slice层 CT and took them straight to the top tier-3 hospitals, where scanners扫描仪 run through通过 300 patients a day — fifteen times the load of a typical典型的 overseas海外 site. So the machines were engineered to be faster and tougher更耐用, and a local R&D team团队 stood ready随时 to customize定制 on demand需求. When researchers研究人员 needed a flexible柔性 head头部 coil for acupuncture针灸 studies, they got one.

显而易见的策略是抢占低端市场。联影反其道而行之。它从1.5T核磁和16排CT起步,直接打入顶级三甲医院——那里的设备每天要运转300名患者,是海外典型场景负荷的十五倍。因此,机器被设计得更快、更耐用,本地研发团队随时待命按需定制。研究人员需要用于针灸研究的柔性头部线圈时,他们拿到了。

By 2015 the company had reached 3T MRI and 128-slice层 CT, and the high-end高端 line产品线 was no longer foreign外国 territory领地. But the real leap came in categories品类 that didn't yet exist. In 2018, for UC Davis in California, United Imaging built the world's first two-meter两米 PET-CT, capable能够 of real-time实时 whole-body全身 imaging, at roughly 100 million yuan a unit. For the first time, a Chinese firm set制定 the price. In 2021 came the first 5.0T whole-body全身 human MRI, now installed安装的 at Harvard, Yale and hospitals across Germany, the US and France.

到2015年,公司已推出3T核磁和128排CT,高端产品线不再是外国人的专属领地。但真正的飞跃出现在尚不存在的品类中。2018年,联影为加州大学戴维斯分校打造了全球首台两米PET-CT,能够实现全身实时成像,单价约一亿元人民币。这是中国企业第一次掌握定价权。2021年,首台5.0T全身人体核磁问世,如今已装机于哈佛、耶鲁以及德国、美国、法国各地的医院。

The same chips芯片 and algorithms算法 have since trickled渗透 down to hearing aids助听器 priced under 3,000 yuan, aimed at a Chinese population of more than 120 million with hearing loss — fewer than 5 percent of whom wear one.

同样的芯片和算法此后又下沉至售价三千元以下的助听器,瞄准的是中国超过1.2亿听力受损人群——其中佩戴助听器的不足5%。

One caveat但需注意, though. Globally全球范围, GPS still leads, and the loop of product, adoption采用, clinical临床 feedback and iteration迭代 takes five to eight years to turn. China's loop has only just started重新创业 spinning.

不过有一点需要注意。在全球范围内,GPS仍然领先,而产品、采用、临床反馈与迭代这一循环需要五到八年才能转完一圈。中国的循环才刚刚开始转动。

The obvious strategy would have been to chase the cheap end of the market.

B 站热门讨论3 条热评

  1. 内心其实很矛盾,作为中国人希望国产起来,作为打工人又不想民企做老大,原因就一个:民企剥削太严重。比如视频说的这家,出了名的加班多

    情谊独

  2. 啥也别说了,利好[doge]

    泠丶心

  3. 这是广子吗?

    半夏画流殇

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STORY 07波士顿圆脸2026-10-23

Moving the Capital: Why South Korea Keeps Trying to Leave Seoul

出重拳也没用:李在明搞得成韩国迁都吗?

Moving the Capital: Why South Korea Keeps Trying to Leave Seoul
波士顿圆脸《出重拳也没用:李在明搞得成韩国迁都吗?》封面

Lee Jae-myung wants to move迁都 South Korea's capital首都 out of Seoul. Not the whole city, obviously — just the government, the ministries, the apparatus国家机构 of state. The idea resurfaces再次出现 every generation or so, and every time it runs into the same wall: the people who would actually have to pack their bags.

在明想把韩国首都迁出首尔。显然不是整座城市——只是政府、各部委和国家机器。这个想法每隔一代人左右就会重新浮现,而每次都会撞上同一堵墙:那些真正需要打包走人的人。

The case for moving迁都 is easy to state. Seoul sits roughly 40 kilometers from the Demilitarized Zone, within range射程 of North Korean artillery火炮, and it packs more than half the country's population and economy经济 into one metropolitan大都市的 area. In wartime战时, that concentration集中 is not an asset优势. It is a hostage人质.

迁都的理由很容易陈述。首尔距离非军事区约40公里,处于朝鲜炮火射程之内,而且这座城市圈聚集了全国一半以上的人口和经济。战时,这种集中不是优势,而是人质。

Then there is the chaebol财阀 problem. South Korea's family-run家族经营的 conglomerates大企业集团 — Samsung, Hyundai, SK and their peers同类企业 — have grown so large that no sitting government can能够 confront对抗 them head-on正面. Lee's logic is geographical地理上的: if you scatter分散 economic经济的 functions职能 to the provinces各省, political power and corporate企业的 power no longer share the same subway map. Interfering干预 in politics政治 becomes logistically后勤上 expensive for the wealthy富人. It is a clever idea, and a slow one.

然后是财阀问题。韩国由家族经营的企业集团——三星、现代、SK及其同类——已经膨胀到没有任何在任政府能够正面抗衡的程度。李在明的逻辑是地理性的:如果把经济职能分散到各省,政治权力和企业权力就不再共享同一张地铁图。对富人而言,干预政治将在后勤上变得昂贵。这是个聪明的想法,也是个缓慢的想法。

The third motive动机 is simpler更简单. Seoul's housing住房 prices and traffic have become a national wound, and decentralizing分散 government is one way办法 to drain缓解 the pressure压力.

第三个动机更简单。首尔的房价和交通已成全国之痛,而分散政府职能是释放压力的一种方式。

None of this is new. Park Chung-hee first pushed relocation迁都 in the 1970s, rattled受震动 by assassination暗杀 attempts企图 and the Blue青瓦台 House青瓦台 raid, and the plan died with him in 1979. Chun Doo-hwan moved迁移 defense research to Daejeon. Roh Moo-hyun revived重提 the idea openly — and admitted承认 it would win votes in swing regions地区. Lee Myung-bak, backed by Seoul's middle class and the conglomerates大企业集团, opposed反对 it. Park Geun-hye then defected倒戈 within her own party, citing以…为由 her mother's birthplace as grounds for supporting支持 Sejong. The plan was cut by 40 percent, leaving only a gradual, voluntary自愿的 migration迁移 to the Sejong autonomous自治的 city.

这些都不新鲜。朴正熙在1970年代首次推动迁都,因暗杀企图和青瓦台事件而震动,该计划于1979年随他一同消亡。全斗焕将国防研究迁至大田。卢武铉公开重启这一构想——并承认它能在摇摆地区赢得选票。李明博在首尔中产阶级和财阀的支持下反对迁都。朴槿惠随后在自己党内倒戈,以其母亲出生地作为支持世宗的理由。计划被削减40%,只留下向世宗自治市逐步、自愿的迁移。

Here is the twist转折. The Constitution宪法 never names Seoul as the capital首都, yet in a landmark里程碑式的 ruling裁决 the Constitutional Court法院 held, 8 to 1, that moving迁都 it counts算作 as a constitutional宪法的 convention惯例 — requiring a national referendum公投 and a two-thirds三分之二 majority多数.

转折在这里。宪法从未指明首尔为首都,然而在一项里程碑式裁决中,宪法法院以8比1认定,迁都构成宪法惯例——需要全民公投和三分之二多数。

So why has nothing happened? Civil servants do not want to go. They worry about commutes通勤, schools, hospitals, careers. The foreign外交的 and defense ministries are nearly immovable难以搬迁, since embassies大使馆 and the U.S. command司令部 structure are anchored in Seoul. And the Unification Ministry, if relocated迁往 south, would hand Pyongyang a propaganda宣传 gift.

那么为什么什么都没发生?公务员不想去。他们担心通勤、学校、医院、职业发展。外交部和国防部几乎不可移动,因为大使馆和美国指挥体系都锚定在首尔。而统一部如果南迁,将送给平壤一份宣传大礼。

Polls民调 split分裂 48 to 44 in favor支持, and the gap差距 widens扩大 by generation. Add South Korea's habit of reversing反转 policy every five years, and Lee's "in principle原则" commitment承诺 looks very different from an actual move迁都. Force强行 it, and nearly ten thousand relocating搬迁 officials become a cost the next government cannot无法 swallow.

民调以48比44支持迁都,且差距随代际扩大。再加上韩国每五年逆转政策的习惯,李在明“原则上”的承诺与实际迁都看起来截然不同。若强行推动,近万名搬迁官员将成为下一届政府无法承受的成本。

Sejong世宗, meanwhile, keeps filling填满 up — one ministry at a time, at a pace速度 that suggests the capital首都 may relocate迁都 long after everyone has stopped停止 arguing争论 about it.

与此同时,世宗不断充实——一次一个部委,其速度表明,首都可能在所有人停止争论很久之后才会真正迁移。

Not the whole city, obviously — just the government, the ministries, the apparatus of state.

B 站热门讨论3 条热评

  1. 往平壤迁吧,那里也是朝鲜王国古都之一[doge_金箍]

    小道丹龙子

  2. 肯定不行啊迁都这种事情南棒估计只有朴卡卡和全小将有这个能力,其他人都白扯

    烽火连城233

  3. 就那p大点地方迁到哪将军都打的到啊[喜极而泣]

    起个名这么这么难啊

在 B 站查看全部评论 →

Watch the original on Bilibili →

STORY 08差评X.PIN2026-10-25

The 230,000-Yuan Bet That Decides Whether a Painter Used AI

23万一场的画师生死局,让几万人在线围观。

The 230,000-Yuan Bet That Decides Whether a Painter Used AI
差评X.PIN《23万一场的画师生死局,让几万人在线围观。》


A single game with a bet of 230,000—has the art circle really become this competitive竞争激烈?一局赌注 23 万,绘画圈已经卷成这样了?


The term "betting on a deal交易" originally最初 came from the capital资本 circle.对赌这个词,本来是资本圈的玩意儿。


For example, if a company wants to go public or seek financing融资, it signs签署 an agreement with investors投资者. If the IPO succeeds, everyone is happy. If it fails, the company compensates赔偿 financially经济上 or transfers转让 shares.比如公司要上市、要融资,跟投资人签个协议。上市成功,那皆大欢喜。上市失败,就赔钱、让股份。


But now, this method has become the painting community's last dance against AI.但现在,这个方法成了绘画圈对抗 AI 的最后一舞。


Many ordinary people and artists spontaneously自发地 engage参与 in betting PK battles对战, with some stakes reaching as high as 230,000 yuan in a single round. If one loses the bet, the individual个人 not only has to pay up but also faces the risk of ruining毁掉 their reputation声誉.很多民间群众自发和画师举行对赌 PK,一局甚至喊出 23 万的天价。一旦对赌失败,当事人不仅要赔钱,还面临身败名裂。


It's basically a life-and-death生死攸关 "do-or-die拼死一搏 situation局面."基本上就是你死我活的“ 生死局 ”。


You might be quite puzzled困惑—what什么 exactly is this AI bet wagering下注 on?你可能很费解,这 AI 对赌到底是在赌什么?


Simply put, it's a bet on whether the artist used AI or not.简单来说,就是赌画师用没用 AI。


As large models become increasingly powerful, many new artists with extraordinary非凡的 painting skills, or young painters whose skills have advanced by leaps and bounds界限, have emerged涌现 in this industry.随着大模型越来越牛,这个行业冒出了很多画技超神的新画师,或者是技术突飞猛进的小画家。


As a result, when people see a painting that is slightly稍微 better done, they immediately think it has an AI flavor味道.导致大家看到画得稍微好点的画,就觉得有 AI 味。


But it's also upsetting for the artist to be questioned被质疑 without any reason理由.但画师平白无故被人质疑也很不爽。


So, roughly starting开始 from last year, both sides putting up money for a bet and engaging参与 in PK duels became成为 the norm常态 in the illustration community圈子. And it continuously evolved演变, optimizing优化 into a very mature成熟的 and quite professional专业的 process流程.于是,大概从去年开始,双方压钱对赌 PK 成了绘圈的常态。并不断地进化,优化出了一套非常成熟、相当专业的流程。


Generally, a betting game requires four parties: the artist, the appraiser鉴定人, an intermediary中间人, and a jury评审团 composed组成 of several voting reviewers.一般对赌需要四方,画师、鉴方、一名中间人,以及数名投票的评审团组成。


The bet amount is decided by both participants参与者, generally around 500 to 2000 yuan, and each party places an equal stake with an intermediary中间人.对赌金额由参与双方敲定,一般在 500-2000 块左右,双方各自将等额的赌注放在中间人处。


Then the artist started开始 a live stream直播 to draw, and the drawing subject题目 was given给定的 on the spot现场 by the appraiser鉴定人.然后画师开直播画画,绘画的考题由鉴方当场给出。


The artist must complete the test questions问题 through通过 a live broadcast within the specified规定的 time.画师要在规定时间内,直播完成考题。


At the same time, provide live streaming直播 from multiple多个 perspectives视角, especially hand-visible手部可见 live streaming直播. It must not be interrupted中断 midway中途, to prevent secretly using AI to generate生成 images.同时,给出多视角的直播,尤其是要露手直播。并中途不可中断,以免偷偷用 AI 跑图。


After the live drawing session场次 concludes结束, the selected panel评审组 of judges will vote based on the live drawings. The side with the most votes wins and can能够 claim拿走 all the money in the prize pool.直播绘图结束后,由筛选后的评审团根据直播图给出投票结果。得票者多的一方获胜,可以得到奖池里的所有金额。


The jury评审团 is generally composed组成 of artists who have passed the review of leading illustration commission委托 platforms平台 and have a stable稳定的 order volume订单量 above a certain amount.评审团一般都是通过头部绘画接稿平台审核的画师,且稳定接单金额在一定数额以上。


That's pretty much the process流程—survival胜负 is decided through通过 Lushou's live streaming直播 and a professional专业的 judging panel评审组.差不多就是这样一个流程,通过露手的实时直播,和专业评审团来定生死。


Since this method matured成熟 and took shape, the number数量 of times AI has caught抓到 people in gambling赌博 has been increasing month by month, with over超过 forty cases handled处理 in the past three months.自从这套方法成熟定型后,AI 对赌抓人的次数就在逐月递增,过去三个月办了四十多场。


Every month, it can能够 identify认出,识别 over超过 a dozen AI artists, including many popular painters with tens of thousands of followers粉丝 who offer提供 teaching courses, some of whom charge指控 up to ten thousand yuan per commissioned受委托 piece.每个月它能抓出十几个 AI 小画家,里头不乏很多在开教学课程的万粉画手,有的约稿价格达到了上万一张。


Seeing this, don't you find it quite amazing?看到这,你是不是觉得很神奇。


To be honest, when it comes to the AI invasion入侵, Shichao has basically given给定的 up and accepted defeat击败. Nowadays, almost every industry uses AI. In fact, if you don't know how to use AI, many companies won't even甚至 hire you...说实话,对于 AI 入侵,世超基本已经躺平认栽了。现在各行各业基本都用 AI。甚至你不会用 AI,很多公司压根不招你。。。


As a result, in the painting community圈子, to resist抵抗 AI, there have even甚至 been spontaneous自发的 situations情形 where people pool money for bets, fighting each other to the bitter苦涩的 end结束?结果绘画圈这边,为了抵制 AI,居然出现了民间自发砸钱对赌拼个你死我活的情况?


Moreover此外, once this kind of bet begins, it mostly ends结局 with the other party apologizing道歉 and deleting their account说明…的原因 to leave the internet before it's over超过.而且这种对赌一旦开始,最后大多会闹到另一方道歉,并销号退网才罢休。


Jian Fang doesn't necessarily have a deep grudge勉强做 against the artist either; sometimes they're just passersby路人 who happen to come across a post. Feeling摸起来 that the artist's work has a bit of an AI flavor味道, both sides start开始 throwing thousands of yuan at each other in a fight.鉴方也并非和画师有深仇大恨,有时候就只是偶然刷到帖子的路人。觉得这个画师的画有点 AI 味,双方就开始砸几千块钱对打。


Then why insist坚持 on tearing each other apart so ugly? If AI was really used, why would the artist be willing to spend money to participate参与 in the bet?那为啥非要撕得这么难看?如果真的用了 AI,画师又为什么愿意花钱参与对赌呢?


First of all, the drawing community圈子 has always explicitly明晰的 prohibited禁止, 不准 the use of AI. Once someone is found using AI, the artist is basically given给定的 a death sentence, and their reputation声誉 is ruined毁坏.首先,绘圈一直都是明令禁止用 AI 的。一旦被发现用AI,画师基本就判为死罪,身败名裂。


If you go to an artist's comment section部分 and claim拿走 they used AI, they might just explode: "You say I used AI? You'd better be ready乐意的,愿意的 to back that up—want to bet on it?"你要是跑到画师评论区,说他用了 AI。对方很可能就会暴起:“ 你说我用 AI?你说了就得负责,那赌不赌?”


In the eyes of the art community圈子, AI is seen as plagiarism抄袭 and infringement侵权, and the content满意的 it produces is merely仅仅 stitched-together拼凑的 corpse死尸, 尸体 pieces.在绘圈看来,AI 就是抄袭和侵权,产出的内容也只是拼接的尸块。


"The essence本质,本体 of AI is infringement侵权," "AI painting is devouring吞食 artists, a very useful plagiarism抄袭 tool that is not illegal不合法的, 非法的."“ AI 的本质就是侵权 ”、“ AI 绘画就是吃画师,一款非常好用的不违法的抄袭工具 ”。


Moreover此外, it's not just a matter事情 of integrity正直, but also involves使卷入, 牵涉 money.而且,也不只是操守问题,还涉及到了钱的事。


In the art community圈子, there is a commission委托 culture文化, 文明. That is, buyers买主, 顾客 give artists their requirements, and the artists create the artwork艺术品,美术品. For example, commissioning委托,委任 a hand-drawn手绘 close-up portrait of a super handsome guy with a 24k pure hotpot theme题目.在绘圈,有一套约稿文化。也就是买家给画师们下需求,画师来出图。比如约个什么火锅 24k 纯帅手绘大头照。


Many people use AI to take shortcuts近路, essentially必须的 aiming to sell their manuscripts手稿 for higher prices or to improve efficiency效率 and sell more manuscripts手稿.不少人之所以用 AI 走捷径,本质是想卖出更高的稿费。或者是提高效率,卖更多稿件。


Selling pre-made预制的 dishes at the price of freshly新颖的,新奇的 cooked meals by a chef.用预制菜去卖大厨现炒的价格。


More importantly, AI is developing使(底片)显影 so fast now that without a bet, people really can't tell the difference.更重要的是,现在 AI 发展速度太快了,不用对赌大家真的分辨不了。


In the early(稻麦等的)穗 days, it might still have been possible to catch them out through通过 low-level mistakes like drawing the wrong number数量 of fingers.早年可能还能通过画错的手指之类的低级错误去抓包。


But now, AI not only draws better and better, but can能够 also fake假的 the process流程. For example, the seemingly表面上,外表上 legitimate合情合理的 drawing process流程 below is actually purely AI-generated.但现在,AI 不仅画得越来越好,还能伪造过程。就比如说,下面这种看着像模像样的绘画过程,其实是纯 AI 生成。


Even甚至 more, a fake假的 painting process流程 in drawing software软件 can能够 be generated生成的.甚至,还可以生成在绘图软件里的假绘画过程。


You make drafting草稿 and color selection选择 look quite professional专业的. In reality, the entire process流程 is completely generated生成的 by Minimax.你看起草稿、取色搞得像模像样的。实际上,整个过程完全由 Minimax 生成。


The emergence of these technologies has almost shattered粉碎,破碎 the trust between之间 artists and users...这些技术的出现,几乎已经粉碎了画师和用户之间的信任。。。


If having a picture and a process流程 cannot不能 serve as proof耐…的, 能防…的 n. 证, then the artist would have no choice入选者 adj. 优等的 but to cut open their own belly肚子, 腹部 to show exactly how many bowls of noodles are inside.如果有图有过程,都不能证明。那画师就只能把肚子剖开,看看里面到底有几碗粉。


At first glance看一下 n. 一瞥, it seems that AI gambling赌博 has indeed become a righteous正义的 judge. But upon closer更接近 scrutiny详细检查, 仔细观察, something feels感觉 off everywhere.乍一看,似乎 AI 对赌确实是成了正义判官。但仔细一琢磨,就会觉得哪哪都别扭。


This bet was unfair from the very beginning.这场对赌从一开始,就不公平。


The artist has to endure忍受 being watched and judged by thousands or even甚至 tens of thousands of people, participating参与 in continuous high-pressure live streams直播 that last for several hours; some complex由许多部分组成的,复合的 drawings may even甚至 take several days to complete.画师需要被几千乃至上万人围观审判,进行长达几个小时的连续高压直播,有些复杂的画甚至要花费几天时间。


Beyond在更远处, 再往后 prep the time cost, there are also financial财政的, 金融的 expenses花费, 消费, 费用. The manuscript手稿 that was originally最初 being worked on has to be put on hold, and office workers even甚至 have to take special leave to free up time.时间成本外,还有金钱支出,原本操作的稿件要停工,社畜还要专门请假腾时间。


Even甚至 knowing they are being taken advantage优点, 优势 of, the artist must respond回答, 答复 to the call. If you don't gamble赌博 v. 冒…的险, everyone will assume假定,认为 you have a guilty conscience.即便知道吃亏了,画师也必须应召。你不赌,大家就默认你心虚。


This is why some artists, even甚至 if they might have used AI, still have to host主持 betting streams直播. Because they originally最初 had only one path ahead of them...这就是为什么有的画师明明可能用了 AI,却依然得开对赌直播。因为他们面前本来也就只有一条路。。。


So if AI makes a bet, can能够 it really be accurate精确的?那么 AI 对赌了,就真的能抓得准吗?


As a complete layperson外行人, after watching a large number数量 of AI-detection cases, Shichao found that the method everyone uses to judge is to look at the difference in skill level between之间 livestream直播 drawings and past commissioned受委托 works.作为纯外行,世超围观了大量的 AI 鉴定后,发现大家判定的方法就是看直播绘图和过往稿件的水平差异。


The simplest way方式 is to look at the level of human anatomy解剖. Anatomy解剖 is very hard(酒)烈性的 to master桅杆 quickly; it has to be built up one drawing at a time.最简单的,就是看人体水平。人体很难速成,就得一张张练出来。


Take the image below: the anatomy解剖 on the left is basically broken, with distorted歪曲 joints completely unlike the level on the right. This kind of thing can能够 raise提出,发起,发出 suspicion怀疑 that AI assistance协助 may have been used in the past.像下面这张图,左侧的人体基本就是崩坏,扭曲的关节和右侧完全不是一个水准。这种就可以怀疑,以往可能用了 AI 辅助。


The left is the livestream直播 image, and the right is a past commercial商业的 commission委托.左侧为直播图,右侧为过往商稿


Besides body物体 proportions, they also look at the smoothness平坦, 光滑 of linework线条, the precision精确性 of coloring, the handling把手 of light and shadow relationships, and so on. They also check检查 whether the artist's past quirks怪癖 can能够 be reproduced仿造 during the livestream直播.除了人体比例外,还有看勾线顺畅度、上色精准度、明暗关系处理等等。以及画师的过往手癖,在直播的时候能不能还原。


The top left is livestream直播 drawing, and the other three are past commercial商业的 commissions委托.左上为直播绘图,其他三张为过往商稿

The way方式 the hair highlights强调,突出,使显著 n. 最 are painted has suddenly changed, and there is also a big gap差距 in the fineness of the lines加衬里于.头发的高光画法突然变了,线条精细度也有很大差距


But these tricks骗局,诡计 are very effective有效的 against some novice生手, 新手 artists whose skill level varies变化 greatly.但这些招数,对一些水平差异很大的新手画师是很有效的。


If the artist already has a solid坚实的 drawing foundation基金会 and is merely仅仅 being lazy by using AI assistance协助, or has only run a few images occasionally偶尔的, 间或发生的, then the difficulty of catching the artist red-handed through通过 a livestream直播 will increase greatly.要是画师本身就有绘画功底,只是偷懒用了 AI 辅助,或者偶尔跑了几副。那么想要直播抓包画师露马脚的难度,会大大增加。


For example, in the case below, the left is the image under suspicion怀疑 and the right is the livestream直播 image. A layperson外行人 like Shichao feels感觉 the levels are about the same. More than 30% of the people on the detection检测 side also felt the artist did not use AI.比如下面这个,左侧为被鉴图,右侧为直播图。世超这种外行就觉得水平差不多。鉴方也有三成以上的人,觉得画师没有用 AI。


Only in the eyes of more professional专业的 artists can能够 problems such as rendering给予 area, hardness硬度 and softness温和,柔和 of brushwork, and decorative装饰的 angles be discovered.只有在更加专业的画师眼里,才能发现什么塑造面积、用笔软硬、装饰角度等问题。


Moreover此外, there are many kinds of AI assistance协助. Besides directly and crudely generating生成 an image, there is also generating生成 an image with AI and then manually手工的 revising or tracing追踪 it.而且,AI 辅助有很多种,除了直接粗暴地生成画面之外。还有 AI 生图后,再人工手改或者手描。


Even甚至 livestreams直播 can能够 use certain overlay software软件 and plugins to trace追踪 over超过 a base image.甚至直播也可以通过一些贴图软件和插件,做到垫图描图。


To put it even甚至 more conservatively保守估计, being able to reproduce再现 it in a livestream直播 does not mean AI was not used in past commercial商业的 commissions委托.再退一万步来说,直播能还原,也不代表过往商稿里面没有用过 AI。


Because detection检测 is so difficult难以满足的, people gradually began to create gods, hoping(人)单足跳 that some top artists could come out and settle安排, 安放 the matter事情 once and for all.因为鉴别难度大,人们慢慢地开始造神,寄希望于一些头部画师能出来一票定生死。


Last year, an artist named Mercury汞,水银 held a livestream直播 bet with hands shown, and most bystanders旁观者 stood by him as innocent. This led to the middleman中间人, 调解人 being cyberbullied网络欺凌 and withdrawing撤销,撤退 from the bet.去年有一个叫水星的画师开露手的直播对赌,大部分路人都站他是清白的。导致中间人被网暴,退出了对赌。


In the end结束, it was a well-known artist in the circle, Laolei, who came out to take a stand, and only then was it confirmed证实, 肯定 that the artist had traced追踪 an AI image.最后,是一个圈内知名的画师老累出来站队,才坐实画家是临摹了 AI 图。


Without a big name like that coming out to veto否决,否决权 it outright全部地, the comments under the post would definitely一定地, 明确地 be a chaotic混乱的, 无秩序的 mess弄脏,弄乱,搞糟 of arguing争论.如果没有这种大神出来一票否决,帖子下面一定都是吵作一团的。


As the arguing争论 goes on, people automatically自动地 split分裂,分化,派系 into factions派别,宗派,小集团 and start开始 attackingn&vt. 攻击, 进攻 each other. They criticize批评, 评论, 非难 both the artist and the detection检测 side. At that point, what什么 matters重要 is basically no longer drawing skill, but who is louder and who has more diehard followers粉丝.吵着吵着,人们自动分成几派,开始互殴。既喷画师,又喷鉴方。到这种时候,基本上看的就不是画技,而是谁的声音更大,谁的腿毛更多。


After one bet, everyone involved使卷入, 牵涉 is exhausted使筋疲力尽,用尽.一场对赌下来,消耗了参与的所有人。


So the bet is more like a crude stopgap method that everyone forces强迫 together with money and livestreams直播 after trust has collapsed坍塌,崩塌.所以对赌更像是信任崩塌之后,大家用钱和直播硬撑出来的土办法。


Even甚至 though this method so obviously invites cyberbullying, it is currently当前 the most feasible可行的 path. Without legal法律的 protection, everyone can能够 only hold on this way方式.就这样明显会引发网暴的方法,却是目前看来最可行的路子。在没有法律保护的情况下,大家只能这样硬撑。


Between之间 people, all that is left is one sentence: Do you dare敢 to bet?人和人之间,就剩下一句话:你敢不敢赌?


The more this happens, the more it proves that AI is constantly不断的 penetrating in, even甚至 to the point where it cannot不能 be stopped停止.越是这样,就越证明 AI 了正在不断渗透。甚至到了无法阻止的程度。


Just like Shichao's article here—you accused指控 me of writing it with AI and wanted to bet with me.就好像世超的这篇稿子,你喷我是 AI 写的,要和我打赌。


Of course I could livestream直播 typing it out word by word for everyone to see, but if it has come to this extent程度, what什么 exactly are we trying to prove?那我当然可以一个字一个字开直播码给大家看,但如果都闹到这个程度了,那我们到底在证明什么呢?




撰文:四大
Editors: Mangshan莽山 Pit Viper & Misua Paste Guy编辑:莽山烙铁头 & 面线糊君
美编:焕妍

图片、资料来源:
Xiaohongshu @Oil Painting Teacher Siwei, Edible可以吃的, 可食用的 Raw Cod小红书@油画老师四维、可生食鱈魚


你就说 赌不赌?

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STORY 09波士顿圆脸2026-10-25

Three Elections in Seven Days: When the Ballot Becomes a Weapon

七天三场大选:决定世界走向的疯狂选举周大幕拉开

Three Elections in Seven Days: When the Ballot Becomes a Weapon
波士顿圆脸《七天三场大选:决定世界走向的疯狂选举周大幕拉开》封面

Brazil, Israel, and the United States are holding elections选举 within the same seven-day七天 window, and the common thread is not love. It is punishment. In each race, voters选民 are turning out less to embrace拥护 a candidate候选人 than to make someone else pay.

西、以色列和美国在同一个七天窗口内举行选举,而它们的共同主线并非爱,而是惩罚。在每一场选战中,选民踊跃投票,与其说是为了拥抱某位候选人,不如说是为了让另一个人付出代价。

Start开始 with Brazil. Luiz Inácio Lula da Silva and Jair Bolsonaro's son, Flávio, are heading进入 into a second第二轮 round, with pre-election选前 polls民调 putting them within one percentage point of each other. Lula failed to clinch赢得 an outright直接 first-round首轮 win, a result that would have seemed unthinkable难以想象 a year ago.

先从巴西说起。路易斯·伊纳西奥·卢拉·达席尔瓦与雅伊尔·博索纳罗之子弗拉维奥进入第二轮角逐,选前民调显示两人差距在一个百分点以内。卢拉未能在首轮直接胜出,而这样的结果在一年前似乎难以想象。

The support支持 map is starkly鲜明地 divided by class. Poorer, less-educated受教育较少 voters选民 and those with few ties to foreign外国 capital资本 lean toward Lula. Urban城市 middle-class中产阶级 voters选民 and groups tightly紧密 linked to foreign外国 investment mostly back the younger Bolsonaro.

支持版图按阶级划出了鲜明分界。更贫穷、受教育程度较低的选民,以及与外国资本少有牵连的人,倾向于卢拉。城市中产阶级选民和与外国投资紧密相连的群体,大多支持年轻的博索纳罗。

Here is the twist转折. If the younger Bolsonaro wins, his first move举动 is expected预计 to be a pardon for his father. The elder Bolsonaro was convicted被判有罪 over超过 an alleged涉嫌 coup plot政变阴谋: he reportedly据报道 summoned召见 the commanders of the three armed武装 forces部队 to study conventional常规 and unconventional非常规 means of blocking阻止 Lula's inauguration就职. The army commander司令 refused. The navy commander司令 was on board同意.

转折在这里。如果年轻的博索纳罗获胜,他的第一步预计将是赦免他的父亲。老博索纳罗因涉嫌政变阴谋而被定罪:据报道,他曾召集三军司令,研究以常规和非常规手段阻止卢拉就职。陆军司令拒绝了。海军司令则表示赞同。

Even即使 a Lula victory would be hollow空洞. A right-wing右翼 Congress国会, impeachment弹劾 threats威胁, and a lame-duck跛脚鸭 presidency总统任期 await him. A defeat失败 would invite a purge of the left and a crackdown镇压 on leftist左翼 movements across the region地区.

即便卢拉获胜,也将是空洞的胜利。等待他的是一个右翼国会、弹劾威胁以及一个跛脚鸭总统任期。而若失败,则会招致对左翼的清洗,以及对整个地区左翼运动的打压。

Israel's arithmetic is equally brutal残酷. The Knesset has 120 seats; a coalition联盟 needs 60. Likud has shrunk减少 from 32 seats to just over超过 20. The ultra-Orthodox极端正统派 Shas party demands要求 that its followers信徒 keep their exemption豁免 from military军事 service—a privilege特权 that infuriates激怒 other Jewish Israelis.

以色列的算术同样残酷。议会共有120个席位,组建联盟需要60席。利库德集团已从32席缩水至20席出头。极端正统派的沙斯党要求其追随者继续享有兵役豁免——这一特权令其他犹太裔以色列人愤怒不已。

The opposition反对派 splits分裂 into two camps: secular世俗, middle-class中产阶级 liberals自由派 and Arab-led parties. The issues议题 are military军事 exemptions豁免, the Palestinian question问题, and Netanyahu's corruption腐败 trial审判. Without Arab party support支持, no coalition联盟 can能够 cross超过 60. Deadlock僵局 likely means another election选举 in spring 2027. Israelis以色列人 have been here before.

反对派分裂为两个阵营:世俗的中产阶级自由派和阿拉伯人领导的政党。争议议题是兵役豁免、巴勒斯坦问题以及内塔尼亚胡的腐败案审判。没有阿拉伯政党的支持,任何联盟都无法越过60席。僵局很可能意味着2027年春季再次举行选举。以色列人对此并不陌生。

Then there is the United States. Trump's approval支持率 has sunk to 31 percent. High gasoline prices are souring恶化 rural MAGA voters选民. Polls民调 show the driving motive动机 is dislike of Trump, not affection好感 for Democrats. The House众议院 flips翻转 with roughly 83 percent probability概率, the Senate around 56. Losing both would stall停滞 his agenda议程 and reopen重启 lawsuits诉讼 against him and his family.

再来看美国。特朗普的支持率已跌至31%。高企的汽油价格正让乡村的MAGA选民心生不满。民调显示,驱动选民的主要动机是对特朗普的反感,而非对民主党的好感。众议院翻转的概率约为83%,参议院约为56%。若两院皆失,他的议程将陷入停滞,针对他及其家人的诉讼也将重新开启。

Three countries, one mood. Voters选民 are not choosing a future so much as settling清算 a score旧账.

三个国家,一种情绪。选民与其说是在选择未来,不如说是在清算旧账。

Poorer, less-educated voters and those with few ties to foreign capital lean toward Lula.

B 站热门讨论3 条热评

  1. 巴西真抽象,父亲贪污受贿,并且跑了。儿子可以明目张胆选举。 菲律宾父亲巨额巨额贪污,母亲也是魔鬼,被处理的时候跑到美国去了,多年后,母亲回来做慈善,儿子可以选总统,还选上了。离谱到家

    Aaren2016

  2. 易老师出来讲两句。美国联邦宪法的总体精神就是:“防官如防贼,防权如防火,防权力的滥用如防洪。 ——易中天 易老师你就说这6个防,美国它防没防得住啊[笑][笑]

    天策造梦

  3. 让以色列那些说国家是自己念经念出来的这群人自己去打仗试试看

    砂糖润

在 B 站查看全部评论 →

Watch the original on Bilibili →

STORY 10差评2026-10-25

When a $2,000 Foldable Cracks in Six Hours, and Other Bad News for Big Tech

苹果折叠屏用户反馈屏幕开裂,大模型价格回升,消息称字节跳动小云雀并入即梦,谷歌为建数据中心非法砍树25万棵,这是今天的其他大新闻!

Xiaoheipang小嘿胖 2026-10-25 00:00 Zhejiang小黑胖 2026-10-25 00:00 浙江

Today is October 24, the fifteenth day of the ninth lunar农历 month.今天是 10 月 24 日,农历九月十五。

图片

Today is October 24今天是 10 月 24 日

农历九月十五

今天有些企业微信账号

向客户发送了

疑似色情引流信息

调查了一番

Discovered that it is a third-party第三方 plug-in插件 software软件 service发现是个第三方外挂软件服务

被攻破导致的

。。。

下面是今天的其他大新闻

Some iPhoneDuoiPhone Duo users report报道 screen cracking开裂iPhoneDuo 部分用户反馈屏幕开裂

(Sina Tech) According根据 to feedback from multiple多位 people on overseas海外 forums论坛 and Xiaohongshu, there are some problems with the Apple iPhoneiPhone Duo screen, and many people have encountered遇到 issues问题 with lines亮线 bursting and cracking开裂 right out of the box开箱.( 新浪科技 )据海外论坛和小红书多人反馈,苹果 iPhone Duo 屏幕存在一些问题,很多人遇到了开箱就爆线开裂的问题。

Compiled汇总 photos show that almost all failures are concentrated集中 directly above the hinge铰链, with most appearing as a bright pixel line亮线 on one side of the screen.汇总照片显示几乎全部故障都集中在铰链正上方,多数表现为屏幕一侧浮现一条亮像素线。

An Australian user said that about 6 hours after receiving the device设备 and after opening and closing it fewer than 20 times, while showing it to a friend and unfolding展开 it, he first felt something unusual below the inner hinge铰链, then heard a clear crack裂响, and the screen immediately cracked开裂 along the hinge铰链. There were no dents or pinch marks on the inner screen surface or the external外侧 hinge铰链. After he went to an Apple Store, Apple directly replaced更换 the faulty device设备 for him.一名澳洲用户称设备到手约 6 小时、开合不到 20 次,向朋友展示展开时先感到内铰链下方异样,随后听到清晰的咔嚓声,屏幕随即沿铰链裂开,内屏表面与外部铰链均无磕碰或夹痕,他前往 Apple Store 后苹果直接为其更换了故障机。

: Has any Cha You encountered遇到 this situation情况?:有差友遇到这情况了吗?

CAICT report报道: Large model prices rebound回升 significantly显著地信通院报告:大模型价格回升明显

(The Paper澎湃 Tech) On October 23, the Institute研究所 of Artificial人工 Intelligence of the China Academy of Information and Communications通信 Technology, the Key Laboratory of Artificial人工 Intelligence Large Models and Software软件 and Hardware Evaluation评测 of the Ministry of Industry and Information Technology, and the China Artificial人工 Intelligence Industry Development Alliance联盟 jointly released发布 the "Large Model Token词元 Service Performance性能 Monitoring监测 Report报道 (2026)" (hereinafter以下简称 referred简称 to as the report报道).( 澎湃科技 ) 10 月 23 日,中国信息通信研究院人工智能研究所、人工智能大模型及软硬件评测工业和信息化部重点实验室与中国人工智能产业发展联盟联合发布《 大模型词元服务性能监测报告( 2026 年 ) 》( 下称报告 )。

The report报道 shows that token词元 services are showing a trend趋势 of rising both in volume用量 and price, with domestic国内 token词元 prices doubling compared相比 with the second第二 half of last year, while volume用量 growth reached 3 times. In June 2026, the average daily domestic国内 token词元 consumption消耗量 was about 500 trillion万亿, nearly 4 times that of December 2025.报告显示,词元服务呈现量价齐升态势,其中国内的词元价格较去年下半年翻倍,但量的增长达到 3 倍。2026 年 6 月,国内词元日均消耗量约 500 万亿,是2025 年 12 月的近 4 倍。

After the price wars价格战 of the past two years, model service prices at home and abroad rose significantly显著地 in 2026: the normalized归一化 average price (Note: converting换算 different pricing methods used by various各家 companies into the same unified统一 basis基准 so that prices can可以 be compared相比 horizontally) rose from 6.8 yuan in the second第二 half of 2025 to 13.46 yuan this year, an increase of nearly onefold一倍; however, foreign国外 prices are still significantly显著地 higher than domestic国内 ones, and the average normalized归一化 price of typical典型 models released发布 since 2026 is about 117.8 yuan.经历过去两年价格战后,2026 年国内外模型服务价格明显上涨:归一化(注: 把各家不同的计价方式,折算到同一个统一口径上,让价格可以横向比较 )均价从 2025 年下半年的 6.8 元涨至今年的 13.46 元,涨幅接近一倍;但国外价格仍显著高于国内,2026 年以来发布的典型模型平均归一价格约为 117.8 元。

:再贵也贵不过国外。

Report报道 says ByteDance's AI short drama短剧 product undergoes进行 internal内部 integration: Xiaoyunque小云雀 merged并入 into Jimeng消息称字节跳动 AI 短剧产品内部整合:小云雀并入即梦

(36Kr) October 24 news, according根据 to a report报道 by 36Kr today, ByteDance recently completed an internal内部 business integration, with the AI short drama短剧 creation创作 platform平台 Xiaoyunque merged并入 into the intelligent智能 creation创作 platform平台 Jimeng, while the product still retains保留 an independent entry入口 point.( 36 氪 ) 10 月 24 日消息,据 36 氪今日报道,字节跳动内部近期完成了一次业务整合,AI 短剧创作平台小云雀并入智能创作平台即梦,产品仍保留独立入口。

This adjustment is mainly主要 focused聚焦 on resource integration, and Jimeng has already integrated整合 Xiaoyunque's short-drama-related短剧相关 capabilities能力. After the adjustment, Xiaoyunque's operations运营 are handled处理 by Chen Xinran, the operations运营 and marketing营销 head负责人 of Jimeng, and the product team团队 remains保持 unchanged不变.此次调整以资源整合为主,即梦已经接入小云雀的短剧相关能力。调整后,小云雀的运营由即梦运营和市场负责人陈欣然负责,产品团队没有变化。

: Shouldn't they issue问题 some Token词元 vouchers代金券 to celebrate?:这不得发点 Token 券庆祝庆祝?

Google谷歌 illegally非法 cut down 250,000 trees to build data centers谷歌为建数据中心非法砍 25 万棵树

(Sina Finance金融) In early早期 October, Finnish regulatory监管 authorities当局 ordered Google's data center developer开发商 Tuike Finland Oy to immediately stop illegal非法 deforestation毁林.( 新浪财经 ) 10 月上旬,芬兰监管部门要求谷歌旗下数据中心开发商 Tuike Finland Oy 立即停止非法砍伐森林。

To build data centers, Google cut down about 526 hectares公顷 of forest, and 250,000 trees fell被砍伐 victim受害者. The incident事件 quickly drew attention, further进一步 intensifying加剧 European society's discontent不满 with the data center construction建设 boom热潮.为了建设数据中心,谷歌砍伐了约 526 公顷森林,25 万棵树木成为牺牲品。事件迅速引发关注,进一步加剧了欧洲社会对数据中心建设热潮的不满。

On the 22nd local time, the latest disclosures披露 by the British newspaper The Guardian卫报 showed that the pristine原始 boreal北方 coniferous针叶 forest cut down by Google had become wasteland荒地 full of dirt and tree stumps树桩, and wildlife野生动物 that lost their habitats栖息地 were forced被迫 to relocate迁移.当地时间 22 日,英国《 卫报 》最新披露的情况显示,谷歌砍伐的原始北方针叶林已经变成满是泥土和树桩的荒地,失去栖息地的野生动物被迫迁离。

:这时候就不提环保了?

跳转微信打开

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STORY 11差评2026-10-25

The 230,000-Yuan Duel: How Chinese Illustrators Are Gambling to Prove They're Not AI

23万一场的画师生死局,让几万人在线围观。

Original最初的 by Shichao, 2026-10-25 00:00, Zhejiang @@原创 世超 2026-10-25 00:00 浙江

一局23万的对赌

A single game with a bet of 230,000—has the art circle really become this competitive竞争激烈?一局赌注 23 万,绘画圈已经卷成这样了?

The term "betting on a deal交易" originally最初 came from the capital资本 circle.对赌这个词,本来是资本圈的玩意儿。

For example, if a company wants to go public or seek financing融资, it signs签署 an agreement with investors投资者. If the IPO succeeds, everyone is happy. If it fails, the company compensates赔偿 financially经济上 or transfers转让 shares.比如公司要上市、要融资,跟投资人签个协议。上市成功,那皆大欢喜。上市失败,就赔钱、让股份。

But now, this method has become the painting community's last dance against AI.但现在,这个方法成了绘画圈对抗 AI 的最后一舞。

Many ordinary people and artists spontaneously自发地 engage参与 in betting PK battles对战, with some stakes reaching as high as 230,000 yuan in a single round. If one loses the bet, the individual个人 not only has to pay up but also faces the risk of ruining毁掉 their reputation名声.很多民间群众自发和画师举行对赌 PK,一局甚至喊出 23 万的天价。一旦对赌失败,当事人不仅要赔钱,还面临身败名裂。

It's basically a life-and-death生死攸关 "do-or-die生死一搏 situation局面."基本上就是你死我活的“ 生死局 ”。

You might be quite puzzled困惑—what什么 exactly is this AI bet wagering下注 on?你可能很费解,这 AI 对赌到底是在赌什么?

Simply put, it's a bet on whether the artist used AI or not.简单来说,就是赌画师用没用 AI。

As large models become increasingly powerful, many new artists with extraordinary非凡 painting skills, or young painters whose skills have advanced by leaps and bounds界限, have emerged涌现 in this industry.随着大模型越来越牛,这个行业冒出了很多画技超神的新画师,或者是技术突飞猛进的小画家。

As a result, when people see a painting that is slightly稍微 better done, they immediately think it has an AI flavor味道.导致大家看到画得稍微好点的画,就觉得有 AI 味。

But it's also upsetting for the artist to be questioned被质疑 without any reason理由.但画师平白无故被人质疑也很不爽。

So, roughly starting开始 from last year, both sides putting up money for a bet and engaging进行 in PK duels became成为 the norm常态 in the illustration community圈子. And it continuously evolved演变, optimizing优化 into a very mature成熟 and quite professional专业的 process流程.于是,大概从去年开始,双方压钱对赌 PK 成了绘圈的常态。并不断地进化,优化出了一套非常成熟、相当专业的流程。

Generally, a betting game requires four parties: the artist, the appraiser鉴定师, an intermediary中间人, and a jury评审团 composed组成 of several voting reviewers.一般对赌需要四方,画师、鉴方、一名中间人,以及数名投票的评审团组成。

The bet amount is decided by both participants参与者, generally around 500 to 2000 yuan, and each party places an equal stake with an intermediary中间人.对赌金额由参与双方敲定,一般在 500-2000 块左右,双方各自将等额的赌注放在中间人处。

Then the artist started开始 a live stream直播 to draw, and the drawing subject题目 was given给定的 on the spot现场 by the appraiser鉴定师.然后画师开直播画画,绘画的考题由鉴方当场给出。

The artist must complete the test questions题目 through通过 a live broadcast within the specified规定 time.画师要在规定时间内,直播完成考题。

At the same time, provide live streaming直播 from multiple多个 perspectives视角, especially hand-visible手部可见 live streaming直播. It must not be interrupted中断 midway中途, to prevent secretly using AI to generate生成 images.同时,给出多视角的直播,尤其是要露手直播。并中途不可中断,以免偷偷用 AI 跑图。

After the live drawing session场次 concludes结束, the selected panel评审组 of judges will vote based on the live drawings. The side with the most votes wins and can能够 claim拿走 all the money in the prize pool.直播绘图结束后,由筛选后的评审团根据直播图给出投票结果。得票者多的一方获胜,可以得到奖池里的所有金额。

The jury评审团 is generally composed组成 of artists who have passed the review of leading illustration commission委托 platforms平台 and have a stable稳定的 order volume订单量 above a certain amount.评审团一般都是通过头部绘画接稿平台审核的画师,且稳定接单金额在一定数额以上。

That's pretty much the process流程—survival存亡 is decided through通过 Lushou's live streaming直播 and a professional专业的 judging panel评审组.差不多就是这样一个流程,通过露手的实时直播,和专业评审团来定生死。

Since this method matured成熟 and took shape, the number数量 of times AI has caught抓住 people in gambling赌博 has been increasing month by month, with over超过 forty cases handled处理 in the past three months.自从这套方法成熟定型后,AI 对赌抓人的次数就在逐月递增,过去三个月办了四十多场。

Every month, it can能够 identify认出,识别 over超过 a dozen AI artists, including many popular painters with tens of thousands of followers粉丝 who offer提供 teaching courses, some of whom charge收费 up to ten thousand yuan per commissioned委托 piece.每个月它能抓出十几个 AI 小画家,里头不乏很多在开教学课程的万粉画手,有的约稿价格达到了上万一张。

Seeing this, don't you find it quite amazing?看到这,你是不是觉得很神奇。

To be honest, when it comes to the AI invasion入侵, Shichao has basically given给定的 up and accepted defeat击败. Nowadays, almost every industry uses AI. In fact, if you don't know how to use AI, many companies won't even甚至 hire you...说实话,对于 AI 入侵,世超基本已经躺平认栽了。现在各行各业基本都用 AI。甚至你不会用 AI,很多公司压根不招你。。。

As a result, in the painting community圈子, to resist抵抗 AI, there have even甚至 been spontaneous自发的 situations情况 where people pool money for bets, fighting each other to the bitter苦涩 end结束?结果绘画圈这边,为了抵制 AI,居然出现了民间自发砸钱对赌拼个你死我活的情况?

Moreover此外, once this kind of bet begins, it mostly ends结局 with the other party apologizing道歉 and deleting their account说明…的原因 to leave the internet before it's over超过.而且这种对赌一旦开始,最后大多会闹到另一方道歉,并销号退网才罢休。

Jian Fang doesn't necessarily have a deep grudge勉强做 against the artist either; sometimes they're just passersby路人 who happen to come across a post. Feeling摸起来 that the artist's work has a bit of an AI flavor味道, both sides start开始 throwing thousands of yuan at each other in a fight.鉴方也并非和画师有深仇大恨,有时候就只是偶然刷到帖子的路人。觉得这个画师的画有点 AI 味,双方就开始砸几千块钱对打。

Then why insist坚持 on tearing each other apart so ugly? If AI was really used, why would the artist be willing to spend money to participate参与 in the bet?那为啥非要撕得这么难看?如果真的用了 AI,画师又为什么愿意花钱参与对赌呢?

First of all, the drawing community圈子 has always explicitly明晰的 prohibited禁止, 不准 the use of AI. Once someone is found using AI, the artist is basically given给定的 a death sentence, and their reputation名声 is ruined毁坏.首先,绘圈一直都是明令禁止用 AI 的。一旦被发现用AI,画师基本就判为死罪,身败名裂。

If you go to an artist's comment section部分 and claim拿走 they used AI, they might just explode: "You say I used AI? You'd better be ready乐意的,愿意的 to back that up—want to bet on it?"你要是跑到画师评论区,说他用了 AI。对方很可能就会暴起:“ 你说我用 AI?你说了就得负责,那赌不赌?”

In the eyes of the art community圈子, AI is seen as plagiarism抄袭 and infringement侵权, and the content满意的 it produces is merely仅仅 stitched-together拼凑的 corpse死尸, 尸体 pieces.在绘圈看来,AI 就是抄袭和侵权,产出的内容也只是拼接的尸块。

"The essence本质,本体 of AI is infringement侵权," "AI painting is devouring吞食 artists, a very useful plagiarism抄袭 tool that is not illegal不合法的, 非法的."“ AI 的本质就是侵权 ”、“ AI 绘画就是吃画师,一款非常好用的不违法的抄袭工具 ”。

Moreover此外, it's not just a matter事情 of integrity正直, but also involves使卷入, 牵涉 money.而且,也不只是操守问题,还涉及到了钱的事。

In the art community圈子, there is a commission委托 culture文化, 文明. That is, buyers买主, 顾客 give artists their requirements, and the artists create the artwork艺术品,美术品. For example, commissioning委托,委任 a hand-drawn手绘 close-up portrait of a super handsome guy with a 24k pure hotpot theme题目.在绘圈,有一套约稿文化。也就是买家给画师们下需求,画师来出图。比如约个什么火锅 24k 纯帅手绘大头照。

Many people use AI to take shortcuts近路, essentially必须的 aiming to sell their manuscripts手稿 for higher prices or to improve efficiency效率 and sell more manuscripts手稿.不少人之所以用 AI 走捷径,本质是想卖出更高的稿费。或者是提高效率,卖更多稿件。

Selling pre-made预制的 dishes at the price of freshly新颖的,新奇的 cooked meals by a chef.用预制菜去卖大厨现炒的价格。

More importantly, AI is developing使(底片)显影 so fast now that without a bet, people really can't tell the difference.更重要的是,现在 AI 发展速度太快了,不用对赌大家真的分辨不了。

In the early(稻麦等的)穗 days, it might still have been possible to catch them out through通过 low-level mistakes like drawing the wrong number数量 of fingers.早年可能还能通过画错的手指之类的低级错误去抓包。

But now, AI not only draws better and better, but can能够 also fake假的 the process流程. For example, the seemingly表面上,外表上 legitimate合情合理的 drawing process流程 below is actually purely AI-generated.但现在,AI 不仅画得越来越好,还能伪造过程。就比如说,下面这种看着像模像样的绘画过程,其实是纯 AI 生成。

Even甚至 more, a fake假的 painting process流程 in drawing software软件 can能够 be generated生成的.甚至,还可以生成在绘图软件里的假绘画过程。

You make drafting草稿 and color selection选择 look quite professional专业的. In reality, the entire process流程 is completely generated生成的 by Minimax.你看起草稿、取色搞得像模像样的。实际上,整个过程完全由 Minimax 生成。

The emergence of these technologies has almost shattered粉碎,破碎 the trust between之间 artists and users...这些技术的出现,几乎已经粉碎了画师和用户之间的信任。。。

If having a picture and a process流程 cannot不能 serve as proof耐…的, 能防…的 n. 证, then the artist would have no choice入选者 adj. 优等的 but to cut open their own belly肚子, 腹部 to show exactly how many bowls of noodles are inside.如果有图有过程,都不能证明。那画师就只能把肚子剖开,看看里面到底有几碗粉。

At first glance看一下 n. 一瞥, it seems that AI gambling赌博 has indeed become a righteous正义的 judge. But upon closer更接近 scrutiny详细检查, 仔细观察, something feels感觉 off everywhere.乍一看,似乎 AI 对赌确实是成了正义判官。但仔细一琢磨,就会觉得哪哪都别扭。

This bet was unfair from the very beginning.这场对赌从一开始,就不公平。

The artist has to endure忍受 being watched and judged by thousands or even甚至 tens of thousands of people, participating参与 in continuous high-pressure live streams直播 that last for several hours; some complex由许多部分组成的,复合的 drawings may even甚至 take several days to complete.画师需要被几千乃至上万人围观审判,进行长达几个小时的连续高压直播,有些复杂的画甚至要花费几天时间。

Beyond在更远处, 再往后 prep the time cost, there are also financial财政的, 金融的 expenses花费, 消费, 费用. The manuscript手稿 that was originally最初 being worked on has to be put on hold, and office workers even甚至 have to take special leave to free up time.时间成本外,还有金钱支出,原本操作的稿件要停工,社畜还要专门请假腾时间。

Even甚至 knowing they are being taken advantage优点, 优势 of, the artist must respond回答, 答复 to the call. If you don't gamble赌博 v. 冒…的险, everyone will assume假定,认为 you have a guilty conscience.即便知道吃亏了,画师也必须应召。你不赌,大家就默认你心虚。

This is why some artists, even甚至 if they might have used AI, still have to host主持 betting streams直播. Because they originally最初 had only one path ahead of them...这就是为什么有的画师明明可能用了 AI,却依然得开对赌直播。因为他们面前本来也就只有一条路。。。

So if AI makes a bet, can能够 it really be accurate精确的?那么 AI 对赌了,就真的能抓得准吗?

As a complete layperson外行人, after watching a large number数量 of AI-detection cases, Shichao found that the method everyone uses to judge is to look at the difference in skill level between之间 livestream直播 drawings and past commissioned委托 works.作为纯外行,世超围观了大量的 AI 鉴定后,发现大家判定的方法就是看直播绘图和过往稿件的水平差异。

The simplest way方式 is to look at the level of human anatomy解剖. Anatomy解剖 is very hard(酒)烈性的 to master桅杆 quickly; it has to be built up one drawing at a time.最简单的,就是看人体水平。人体很难速成,就得一张张练出来。

Take the image below: the anatomy解剖 on the left is basically broken, with distorted歪曲 joints completely unlike the level on the right. This kind of thing can能够 raise提出,发起,发出 suspicion怀疑 that AI assistance协助 may have been used in the past.像下面这张图,左侧的人体基本就是崩坏,扭曲的关节和右侧完全不是一个水准。这种就可以怀疑,以往可能用了 AI 辅助。

The left is the livestream直播 image, and the right is a past commercial商业的 commission委托.左侧为直播图,右侧为过往商稿

Besides body物体 proportions, they also look at the smoothness平坦, 光滑 of linework线条, the precision精确性 of coloring, the handling把手 of light and shadow relationships, and so on. They also check检查 whether the artist's past quirks怪癖 can能够 be reproduced仿造 during the livestream直播.除了人体比例外,还有看勾线顺畅度、上色精准度、明暗关系处理等等。以及画师的过往手癖,在直播的时候能不能还原。

The top left is livestream直播 drawing, and the other three are past commercial商业的 commissions委托.左上为直播绘图,其他三张为过往商稿

The way方式 the hair highlights强调,突出,使显著 n. 最 are painted has suddenly changed, and there is also a big gap差距 in the fineness of the lines加衬里于.头发的高光画法突然变了,线条精细度也有很大差距

But these tricks骗局,诡计 are very effective有效的 against some novice生手, 新手 artists whose skill level varies变化 greatly.但这些招数,对一些水平差异很大的新手画师是很有效的。

If the artist already has a solid坚实的 drawing foundation基金会 and is merely仅仅 being lazy by using AI assistance协助, or has only run a few images occasionally偶尔的, 间或发生的, then the difficulty of catching the artist red-handed through通过 a livestream直播 will increase greatly.要是画师本身就有绘画功底,只是偷懒用了 AI 辅助,或者偶尔跑了几副。那么想要直播抓包画师露马脚的难度,会大大增加。

For example, in the case below, the left is the image under suspicion怀疑 and the right is the livestream直播 image. A layperson外行人 like Shichao feels感觉 the levels are about the same. More than 30% of the people on the detection检测 side also felt the artist did not use AI.比如下面这个,左侧为被鉴图,右侧为直播图。世超这种外行就觉得水平差不多。鉴方也有三成以上的人,觉得画师没有用 AI。

Only in the eyes of more professional专业的 artists can能够 problems such as rendering给予 area, hardness硬度 and softness温和,柔和 of brushwork, and decorative装饰的 angles be discovered.只有在更加专业的画师眼里,才能发现什么塑造面积、用笔软硬、装饰角度等问题。

Moreover此外, there are many kinds of AI assistance协助. Besides directly and crudely generating生成 an image, there is also generating生成 an image with AI and then manually手工的 revising or tracing追踪 it.而且,AI 辅助有很多种,除了直接粗暴地生成画面之外。还有 AI 生图后,再人工手改或者手描。

Even甚至 livestreams直播 can能够 use certain overlay software软件 and plugins to trace追踪 over超过 a base image.甚至直播也可以通过一些贴图软件和插件,做到垫图描图。

To put it even甚至 more conservatively保守估计, being able to reproduce复制 it in a livestream直播 does not mean AI was not used in past commercial商业的 commissions委托.再退一万步来说,直播能还原,也不代表过往商稿里面没有用过 AI。

Because detection检测 is so difficult难以满足的, people gradually began to create gods, hoping(人)单足跳 that some top artists could come out and settle安排, 安放 the matter事情 once and for all.因为鉴别难度大,人们慢慢地开始造神,寄希望于一些头部画师能出来一票定生死。

Last year, an artist named Mercury汞,水银 held a livestream直播 bet with hands shown, and most bystanders旁观者 stood by him as innocent. This led to the middleman中间人, 调解人 being cyberbullied网络欺凌 and withdrawing撤销,撤退 from the bet.去年有一个叫水星的画师开露手的直播对赌,大部分路人都站他是清白的。导致中间人被网暴,退出了对赌。

In the end结束, it was a well-known artist in the circle, Laolei, who came out to take a stand, and only then was it confirmed证实, 肯定 that the artist had traced追踪 an AI image.最后,是一个圈内知名的画师老累出来站队,才坐实画家是临摹了 AI 图。

Without a big name like that coming out to veto否决,否决权 it outright全部地, the comments under the post would definitely一定地, 明确地 be a chaotic混乱的, 无秩序的 mess弄脏,弄乱,搞糟 of arguing争论.如果没有这种大神出来一票否决,帖子下面一定都是吵作一团的。

As the arguing争论 goes on, people automatically自动地 split分裂,分化,派系 into factions派别,宗派,小集团 and start开始 attackingn&vt. 攻击, 进攻 each other. They criticize批评, 评论, 非难 both the artist and the detection检测 side. At that point, what什么 matters重要 is basically no longer drawing skill, but who is louder and who has more diehard followers粉丝.吵着吵着,人们自动分成几派,开始互殴。既喷画师,又喷鉴方。到这种时候,基本上看的就不是画技,而是谁的声音更大,谁的腿毛更多。

After one bet, everyone involved使卷入, 牵涉 is exhausted使筋疲力尽,用尽.一场对赌下来,消耗了参与的所有人。

So the bet is more like a crude stopgap method that everyone forces强迫 together with money and livestreams直播 after trust has collapsed坍塌,崩塌.所以对赌更像是信任崩塌之后,大家用钱和直播硬撑出来的土办法。

Even甚至 though this method so obviously invites cyberbullying, it is currently当前 the most feasible可行的 path. Without legal法律的 protection, everyone can能够 only hold on this way方式.就这样明显会引发网暴的方法,却是目前看来最可行的路子。在没有法律保护的情况下,大家只能这样硬撑。

Between之间 people, all that is left is one sentence: Do you dare敢 to bet?人和人之间,就剩下一句话:你敢不敢赌?

The more this happens, the more it proves that AI is constantly不断的 penetrating in, even甚至 to the point where it cannot不能 be stopped停止.越是这样,就越证明 AI 了正在不断渗透。甚至到了无法阻止的程度。

Just like Shichao's article here—you accused指控 me of writing it with AI and wanted to bet with me.就好像世超的这篇稿子,你喷我是 AI 写的,要和我打赌。

Of course I could livestream直播 typing it out word by word for everyone to see, but if it has come to this extent程度, what什么 exactly are we trying to prove?那我当然可以一个字一个字开直播码给大家看,但如果都闹到这个程度了,那我们到底在证明什么呢?

撰文:四大

Editors: Mangshan莽山 Pit Viper & Misua Paste Guy编辑:莽山烙铁头 & 面线糊君

美编:焕妍

图片、资料来源:

Xiaohongshu @Oil Painting Teacher Siwei, Edible可以吃的, 可食用的 Raw Cod小红书@油画老师四维、可生食鱈魚

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