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1/ 旧金山刚成立了一所新学校:The Horowitz Andreessen Academy。 它面向优秀的高中毕业生,希望培养一批能动手做东西的年轻人。 学生大部分时间会独立或组队完成自己的项目,也会参加课程和嘉宾讲座。👇
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Finally, a good paper testing whether Agent Skills actually help. Worth reading if you are maintaining a skill library in a team. WebDev-Skills-Bench runs 31 public WebDev Skills over 50 Web-Bench projects and 1,000 ordered tasks, with a length-matched irrelevant control so prompt-length effects can be separated from Skill content. Injecting the target Skill reduces mean Pass@2 by 1.3% to 4.2%, lowers task completion depth, and raises token cost by 72% to 394%. Gains show up in 17% to 36% of Skill-project pairs. The controls split the damage into two failure modes. Some models are length-distracted, where an equally long irrelevant Skill reproduces most of the loss. Others are content-misled, where prompt length is neutral, and the Skill content still costs 1.1 to 1.4 points. Other findings: > Losses concentrate on easy early tasks > Skill rankings transfer weakly across models > Anti-pattern rules outperform example-heavy content inside the Skills that do help Paper: Track more trending AI papers in our academy:
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很多人不是不会用 AI,是连第一步该学什么都不知道。 Claude Academy 把入门路径拆好了:从理解 AI 到日常使用,课程和教程全部免费开放。 之前 = 到处搜教程,学会一个功能就换下一个 现在 = 按路径练,把 AI 变成可重复的工作流 AI 的门槛,正在从“会不会写 prompt”变成“能不能用进工作”。 家人们,别再收藏教程不打开,先把一条学习路径跑通。 入口:
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Claude Academy is now live. Whether you're figuring out what AI is or already using Claude every day, there's a path that meets you where you are. The courses and tutorials are free and open to anyone at
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So many people knew Hayden Panettiere as an actress, but many may not know that she was also an incredibly passionate advocate for dolphins and whales. In 2007, at just 18 years old, Hayden traveled to Taiji, Japan, where she joined a group of activists who paddled directly into the infamous cove in an attempt to stop a group of dolphins from being killed. She wasn’t there playing a role. She put herself in the middle of what was happening because she believed it was wrong. The confrontation was captured on camera and would later become part of the Academy Award-winning documentary The Cove. I’ve talked about The Cove many times over the years, and tonight I’m at a loss for words. Millions of people will remember Hayden for Heroes, Nashville, Scream and the many characters she brought to life. I hope she’s also remembered for the things she cared about when the cameras weren’t supposed to be rolling. Rest in peace, Hayden. 🤍
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Extracts from article in Spectator 16th August by Brendan O’Neill: Behold the human wreckage of the cult of diversity. The tragedy of Jason Arday is that he was both built up and destroyed by the ruthless machinery of DEI (Diversity, Equity, and Inclusion). The academy made him into the golden boy of its philistine project of ‘decolonisation’ and gave not one thought to what the consequences might be if his thin story unravelled, as it inevitably would. No one can deny it now: wokeness makes false gods and real tragedies. . . This is the poison chalice of the state religion of diversity. It lays traps for the very people it celebrates. It handpicks members of ‘the oppressed’ for moral anointment and institutional gushing while leaving them open to exposure as others start to query their credentials. That’s the toxic bargain of identity politics: it builds teetering pedestals for ethnic-minority thinkers, meaning their fall from grace is often twice as fatal. And what a pedestal they made for Arday. They worshipped him as ‘the best in the world’. They beatified him as a black wunderkind whose very presence in a place like Cambridge might help to wash away its sins of whiteness. They canonised him as a living monument to ‘decolonisation’. It was precisely this, their giddy, narcissistic desire to manufacture a kind of black saviour, that made them turn a blind eye to the questionable elements of Arday’s CV and life story. They sacrificed their due diligence to the god of decolonisation. And Arday suffered. He was both poster boy and sacrificial lamb of the diversity crusade. Even as he gained from it – reaching the dizzying heights of a Cambridge professorship – he was being damned by it. The foundation of myth and sand his starry career was built on was untenable. Its collapse was a given. It is a testament to the ideological blindness of the inhabitants of our ivory towers that none of them foresaw it. . . . The Faustian ruthlessness of it all is mindblowing. . . . The media is the only institution in this entire tragic scandal that did its job properly. Journalists found a story and they told it. It was the academy and Arday’s colleagues who failed to do their jobs. Who failed to prize merit over identity, and failed to foresee the public embarrassment that would befall their falsely promoted friend. They ignored the truth – the media found it. I and others have been arguing for years that the politics of identity is a disaster for all, black and white alike. White kids are overlooked, black kids are patronised. Whites are branded ‘privileged’, blacks ‘oppressed’. Whites are seen as the beneficiaries of historic crimes who must atone for past sins, blacks as history’s perma-victims who require the gracious helping hand of the state. We are demonised or infantilised according to the accident of our race. Enough. Let our monument to Jason Arday be the restoration of the true ideal of equality. We couldn’t save Jason but we can save merit from the monstrous jaws of identity.
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中国科学院昆明植物研究所孙航院士团队联合国内外科研人员首次证实青藏高原东南缘横断山区的灯架虎耳草具备完整食虫功能,这是全球虎耳草目首个被确认的食虫植物,验证了达尔文150年前关于虎耳草属可能存在食虫植物的科学猜想。国际期刊《自然·通讯》发表了该研究成果。 原来达尔文当年在书里猜的‘虎耳草可能吃虫’,是被青藏高原的灯架虎耳草用腺毛黏住小虫子直接… The Chinese Academy of Sciences' Kunming Institute of Botany, led by Academician Sun Heng, has jointly confirmed with international researchers that the lampshade saxifrage in the southeastern margin of the Tibetan Plateau's Hengduan Mountains possesses full carnivorous functionality, marking the first confirmed carnivorous plant in the Saxifragaceae order global… via IT Home Direct ·
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Mark Zuckerberg is laying out a sweeping vision for AI: a personal superintelligence available 24/7 to everyone. Zuckerberg says these AI agents could eventually help people across nearly every part of life, including work, learning, relationships, and mental health, as Meta releases its new open-weight "Muse Glimmer" model and pushes to make advanced AI more widely accessible. At the same time, Meta is investing in the people and communities behind that future, including America’s Workforce Academy and a $1 billion community fund tied to its growing data-center footprint. His message is simple: "The future is for everyone."
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翻墙后,除了X和YouTube,下面这15个网站值得收藏: 1、Snopes|事实核查 专门查证网络谣言和争议事件,避免被假消息带偏。 2、Wikipedia|维基百科 全球最大的知识百科。遇到任何陌生领域,可以先从这里建立基础认知,再深入研究。 3、Foreign Affairs|《外交事务》 关注国际关系、经济和全球趋势的深度分析平台。 想了解世界格局,不要只看碎片新闻。 4、Brookings Institution|布鲁金斯学会 顶级智库网站。大量经济、科技、政策研究报告,可以帮助普通人提升宏观视野。 5、Open Yale Courses|耶鲁公开课 免费学习耶鲁大学课程。涵盖历史、哲学、文学、经济等多个领域。 6、Khan Academy|可汗学院 免费系统学习数学、科学、经济等知识。适合想重新建立基础能力的人。 7、Project Gutenberg|古登堡计划 免费电子书库。大量经典文学、历史书籍可以直接阅读。 8、Internet Archive|互联网档案馆 保存网页、书籍、视频、软件等数字资料。被称为“互联网博物馆”。 9、Pixabay|免费素材库 大量免费图片和视频素材。适合设计、自媒体、内容创作者使用。 10、Pexels|高清素材库 免费高清图片和视频资源。做短视频、公众号、自媒体,非常实用。 11、Product Hunt|新产品发现平台 每天发现全球最新创业项目、AI工具和互联网产品。很多爆火产品,最早都是从这里出现。 12、Hacker News|技术创业社区 程序员、创业者聚集的平台。大量讨论AI、开源、科技趋势。 13、Reddit|全球兴趣社区 几乎任何领域都有真实用户讨论。投资、创业、AI、生活经验,都能找到大量一手信息。 14、Google Scholar|学术搜索 查论文、研究报告的重要入口。想了解一个领域,不要只看二手文章,直接看源头研究。 15、Product Hunt + AI工具库组合 每天关注海外AI新品,用中文重新整理、测试、分享。 很多人的赚钱机会,本质就是:别人还不知道的信息 → 你提前发现 → 中文化输出 → 形成内容和商业价值。 ——转
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We are announcing a $1,000,000 festival. Higgsfield Global Film Festival is here. 1. A $1,000,000 contest, 14 winners, Academy Award-winning jury members 2. Hell Grind, Zephyr, and Mork open-sourced, every prompt public 3. Full breakdowns of how our best films were made Read below:
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