维基百科如果被 AI 生成的虚假条目淹没，它就失去了作为知识库的意义，其实这个道理对于很多其它平台也是类似的：Pinterest 如果满屏都是 AI 生成的虚构家居图，用户就会因为找不到图里的商品而愤怒离开；Spotify 如果充斥着 AI 合成的虚假歌手，真实的音乐人生态就会枯竭。平台或多或少都仰仗用户的信任。
Mr. Reiner, who was arrested in connection with the deaths of Rob and Michele Reiner, once estimated he had been in drug treatment 18 times as a teenager.
Kash Patel’s impulse to publicize the work of the bureau under his leadership has revived questions about his competence and his future in the administration.
Even if Trump officials have privately criticized Mr. Patel, particularly over his use of government assets, rumors about his firing or forced resignation have yet to materialize.
Inside Cipriani Wall Street, a lavish event space in the financial district, amid the sea of tuxedos and ball gowns, was white nationalist leader Jared Taylor. Across the room sat EmpathChan, an influencer who went viral recently for wearing blackface on Halloween. And appearing on stage was Markus Frohnmaier, a far-right German politician, whose political party the club had cheered with a German-language phrase popularized by the Nazis. At least nineteen other members of the Alternative for Germany (AfD) party joined him.
Just eight weeks after the city club’s statewide counterpart was disbanded by the New York State GOP, the city-based club showed on Saturday night how a Young Republican organization can throw a party. Its 113th annual gala came as local chapters are still reeling from the racist and antisemitic “I love Hitler” chat — and as the GOP faces a larger reckoning over whether anti-Jewish voices have space within the party.
On Saturday night, the festivities provided a glimpse of what the party’s youth wing looks like amid those conditions. Over the course of the gala, a club member struck an attendee in the face outside on the sidewalk, President Donald Trump was endorsed for a third term and a protester wearing a Nazi armband and waving a swastika-laden banner popped up from his seat to shout, “I guess we're all Nazis!” in an attempt to disrupt the event, according to two attendees and a release from Goofball, the group behind the protest.
The sold-out Cipriani served its signature bellini cocktail to attendees upon arrival. Zoltán Mága, a Hungarian violinist whose last name sparked jokes among the GOP faithful, performed during the six-course dinner, which featured baked tagliolini with mushrooms, prime rib and potatoes.
Meanwhile, Democratic state senators, assemblymembers and city council members were outside protesting the event at a demonstration hosted by the Manhattan Young Democrats.
“The people that are in that room, they were calling folks like me watermelon people,” said Assemblymember Jordan Wright, who is Black, referencing a line from the chats exposed by POLITICO. “They were being racist, they were being homophobic, they were idolizing Hitler.”
In October, POLITICO reported on a chat with a dozen Young Republicans who held leadership positions in chapters of the organization across the country. Since that initial report, at least seven people involved in the chats lost their jobs, including a Vermont state lawmaker who resigned. Two members of the chat apologized for the chats but blamed the rival city group for them coming to light
Later in the evening, white nationalist Nick Fuentes — whose friendly October interview with Tucker Carlson has splintered the GOP — lingered on the sidewalk outside Cipriani after the club’s organizers banned him from entering.
“This is the worst event they’ve ever thrown,” the club’s press chairman, Lucian Wintrich, told reporters huddled together in the “press pen” where the media was restricted for much of the event. Wintrich had been expressing frustration that the dozens of outlets he welcomed to the gala were relegated to a distant corner by his fellow organizers.
Conspicuously absent from Saturday night’s event were five GOP elected officials — including one congressman — who the club had announced would be there.
Rep. Paul Gosar (R-AZ) was advertised as scheduled to attend in an October email, but he didn’t show up. His team did not respond to requests for comment.
Neither did New York City GOP Council Member Inna Vernikov — who was brought on stage by Trump at the 2023 gala while she wore an Israeli-flag-themed gown. The local MAGA firebrand and longtime ally of the club skipped its event despite being promoted as an “honored guest” days before. Assemblymember Michael Tannousis and City Council Members David Carr and Frank Morano were also not seen, despite promotions touting their participation.
Vernikov and Tannousis declined to comment. Carr and Morano did not respond to requests for comment.
From the stage, the speakers took an increasingly anti-immigrant bent.
“If dubiously elected or rather naturalized illegal immigrants are polluting our politics, the new right must have courage to deport them,” said Rep. Andy Ogles (R-Tenn.), in reference to his call to deport Mayor-elect Zohran Mamdani, which he said would “resurrect our nation.”
Earlier in the night, the club’s president, Stefano Forte, addressed attendees.
“We all know who the enemy is,” Forte said. “The enemy is who shot President Trump in Butler, Pennsylvania. The enemy is who almost shot him again two weeks [later] in Mar-a-Lago…The enemy slanders us in the media, throws wide open our borders, replaces our native population.”
“For years, antisemitic rhetoric has dominated THE LEFT and has fully infiltrated the Democratic Party,” she wrote on X, saying such rhetoric led to the terror seen in Sydney. “Unfortunately, today the same venom has entered corners of the conservative movement and the hard RIGHT WING of the Republican Party. Lunatics like Nick Fuentes, Candace Owens and Tucker Carlson, who spew bigoted, racist and antisemitic rhetoric, should be condemned and excommunicated from the Republican Party never to be welcomed again … I will DISASSOCIATE myself from any event, individual, or organization whether Democrat or Republican, that welcomes these vile bigots into their mist, defends them or amplifies their voices.”
The club had a very different message about the attacks — one which was deleted from social media after POLITICO started asking questions about it.
“The horrific terror attack in Australia last night is more evidence that Remigration is the only path forward for Western countries,” the club wrote in the since-deleted post. “America, Germany, Australia, and the rest of Europe must implement Remigration or more shootings like this will be inevitable.”
Pauline von Pezold contributed to this report.
A version of this article first appeared in POLITICO's New York Playbook. Subscribe here.
create a webapp using vanilla js， html， css， modern threejs， mediapipe. it should be a sci-fi tony stark / iron man / jarvis experience focused on simulating an AR heads up display experience. full screen webcam input shown. add a heads up display that tracks the user’s head (offset to the right)， with live updating metrics. a minimal 3D world globe should be shown on the left center of the screen， that should be able to be rotated / sized by the user hand gestures
China closed off Japanese seafood imports after Japan’s new leader declared strong support for Taiwan. Suddenly, sushi is everywhere on Taiwanese social media.
以标题+概括的卡片式风格，镶嵌在一个完整的图文里，可以避免枯燥，又不像 PPT/网页报告那样冗长无重点。这样的结构化输出不仅逻辑清晰，也在视觉上展现出一种「信息美学」：干净、聚焦、节奏舒适，不仅让信息吸收更高效，也模拟了专家型写作者的内容组织方式，让 AI 输出更像一份「讲得通」的深度内容，远不仅是「查得到」的浅层答案。
你可能已经想了一路了：这到底是怎么做到的？为什么能既结构清晰，又视觉友好，还能实时互动？
其实在接收到问题时，灵光会调动一套以代码生成为核心的内容创建流程。无论是图文、地图还是 3D 动画，底层都是由模型即时写出对应代码、样式和组件，再动态拼装呈现出来。要完成这些工作，并不是由一个大模型孤军奋战，而是由多个智能体协作实现：有的负责图像，有的负责布局，有的调取数据结构……像搭积木一样。
另一方面，这个选择揭示出 AI 技术在 2025 年的社会文化热度之强：程序员群体在讨论，普通用户也在谈论，「AI 可以帮我写代码」已成为大众认知的一部分。正如柯林斯官方博客所说，这个词「捕捉了我们与科技演变中的某些根本变化」，它不仅在硅谷科技圈内流行，更折射出 AI 作为「超强辅助」，已渗透日常生活的广泛文化转向。
今年的柯林斯 2025 年度词汇候选名单可谓科技味十足。同榜的还有「clanker」，这个词源自《星球大战》，不过，现在它多用于对 AI 聊天机器人的批评，类似于中文语境里说的「人工智障」。
当 AI 改变世界时，也在改变着我们的语言；它们有的描述了 AI 给生活带来的便利，有的反映出人们对 AI 潜在问题的担忧，还有的表达了数字时代人们内心的矛盾与诉求。这一系列语言现象背后，恰恰是 AI 正以前所未有的深度，介入我们的工作、娱乐和社交。语言的变化又反过来成为时代的一面镜子，折射出科技与社会的碰撞。
Billboard 与一个叫 Mediabase 的监测机构合作，利用自动识别技术（audio fingerprinting），监控这些电台在每小时、每个地区播放了哪些歌，统计播放次数、时间段、地区等，最终形成榜单。
这意味着，Xania Monet 的歌想要被电台播放，仍然需要编辑加入到播放列表当中。她能登顶，恰恰意味着这些歌已经被不少 R&B 电台认可并轮播，进入了日常听众的耳朵中。
平时开着车、做着家务而随手打开电台的听众，可能根本不知道她是 AI 歌手。
这使得她登顶的榜单，意义更加独特：她恰恰是因为已经在社交媒体上很红了，才进入电台视野。
简单点说：Xania Monet 无论是在流量层面，还是在品质层面，都出现了一些「逆转」。尽管专业圈内人还是批评态度，一般听众却相当受感动。
类似的评论还有很多，般听众并不会细究创作过程，他们更关心歌曲本身能带来怎样的情绪体验。
不过，这并不意味着 AI 就已经登峰造极，可以写出打动人心的歌了——尤其是 Xania Monet 的例子里，她的旋律和演唱是由 AI 生成的，可是歌词，却完全是来自人类创作者。
Xania Monet 背后，是一位叫做 Telisha “Nikki” Jones 的创作者，她并非专业歌手，但是热爱写诗填词。今年她接触到了 Suno，尝试把自己写的诗歌和歌词输入进去，设定诸如「灵魂唱腔」「慢板 R&B 风格」「轻吉他配重鼓点」等一系列风格关键词，然后让 AI 创作出完整的歌曲。
歌词 100% 源自琼斯本人的经历和情感，例如《How Was I Supposed to Know?》，灵感正是来自 Jones 童年时就失去父亲的真实创痛，这些发自肺腑的诗句后来成为歌曲的核心。
歌词和主题的确是 Xania Monet 最出挑的地方，当然，歌曲和演唱也没有拖后腿，都是在平均水准之上的。主歌旋律通常舒缓真挚，副歌迸发情感张力。
在 Jones 的设定中，Monet 的嗓音突出灵魂乐质感，唱腔也一下就抓住了听众的耳朵。再加上歌词写得细腻动人，全部加在一起，这才能如此受到欢迎。
可以说，Xania Monet 提供了一个 AI 创作的「高分示范」：保证核心内容（主题歌词）的品质，同时完全原创，从而规避版权风险。从音乐作品到人设都走真情路线，而不是「为了 AI 而 AI」，把生成本身当噱头。
听众更容易把她看作一个有血有肉的新人歌手来欣赏，自然比面对一个夸张虚拟网红时更能产生好感。
最关键的一点：作品本身够打动人。这也是最「背反」的一点，回想我一开始听 Xania Monet 的歌时，已经知道了她是 AI，所以从未关注她的唱法，却能够一下子识别出歌词和主题是她的突出点。
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