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本页 40 条今天 10月14日 周三
重新设计 Anthropic 的源代码管理
Anthropic 关于重新设计源代码管理的一篇有趣文章，介绍了他们为何以及如何构建了一个自定义系统来替代 Git。这是因为过去六个月里，他们代码变更的速度大幅提升。2026 年 5 月，Anthropic 平均每天合并约 2,500 项代码变更；截至 9 月，这一数字已超过每天 30,000 项。他们还附上了一张展示这些变更的图表。我让 Claude 修改了他们的图表（代码见此处），加入了 2026 年各模型公开发布的标记： 堆叠柱状图，标题为“每天合并的变更”，展示 Anthropic 单体代码库在 2026 年 1 月至 9 月期间的情况。每天的柱子分为拉取请求（蓝色）和 Antique 变更请求（橙色），并以黑线表示 7 天平均值。工作日的合并量从 1 月份的约 1,000 次开始，缓慢攀升至 5 月下旬的约 3,000 次。Antique 变更请求于 5 月下旬出现，在 6 月中旬超过拉取请求，并在 7 月中旬几乎完全取代后者；此时工作日的合并量达到 6,000–8,000 次。7 月末标注为“安静的一周”的时期降至每天不足 1,000 次。此后增长变得陡峭：8 月中旬超过每天 10,000 次，9 月初约为 17,000 次，并于 9 月 9 日达到 30,401 次的峰值。虚线标出了 Claude 模型的发布：Opus 4.6（2 月 5 日）、Sonnet 4.6（2 月 17 日）、Mythos Preview（4 月 7 日）、Opus 4.7（4 月 16 日）、Opus 4.8（5 月 28 日）、Fable 5 和 Mythos 5（6 月 9 日）、Sonnet 5（6 月 30 日）、Opus 5（7 月 24 日，就在安静的一周之前），以及 Fable 5.1 和 Mythos 5.1（9 月 1 日）。这里展示的是公开发布日期，而不是这些模型可供 Anthropic 内部使用的日期。我猜，引入 Fable/Mythos 类模型是编码速度提升的一个关键因素。 “Antique”是他们新的代码审查系统。源代码管理系统名为 Scion，在我看来，它听起来像是沿着 Subversion 路线重新发明的集中式源代码管理系统。他们的要求相当极端： 仅主分支的历史记录就接近 100 GB，压缩后的工作副本超过 25 GB。我们每天为 CI 执行大约 2,500 万次代码检出，这还没算开发者环境、智能体沙箱和研究任务。如果以朴素方式获取，这每天将产生超过 600 PB 的 Git 流量。 这个新系统由一个 7 人团队构建完成，从 Git 迁移过来只用了 5 个月。 顺带一提，最近我一直在自己的项目中尝试对抗式审查：让一个模型尝试寻找缺陷（我经常让 Claude 和 GPT 互相对照）。文章中的这段话反映了我的亲身经历： Anthropic 也广泛采用对抗式审查。尽管这种方式在许多方面都极其有效，但也可能存在目光短浅的问题，因此需要有经验的工程师引导 Claude，避免它因应对假设性问题而对系统的某些部分进行过度工程化。 来源：Hacker News 标签：git、迁移、版本控制、ai、生成式 ai、llms、anthropic、智能体工程
Surveys on AI and Writing
1) For those who have let AI write (or rewrite) any part of their tech blog posts https://forms.gle/3zYuANeuCdcmFt9D9 2) For anyone who has used any level of AI assistance in any type of professional (tech) writing https://forms.gle/rnHUguku2mLDh1YNA Comments URL: https://news.ycombinator.com/item?id=50078659 Points: 1 # Comments: 0
Judge orders OpenAI to turn over hiring records in Apple trade secrets case
A federal judge ruled that Apple can access OpenAI's interview materials involving former Apple employees, as well as private messages and testimony from key figures in the case.
OpenAI and Anthropic Tell British Lawmakers: Regulate Us
AI leaders joined whistleblowers and security leaders at a sweeping parliamentary session, while a few hundred meters away Britain’s spy chief warned AI could be used to create new bioweapons.
Deliverance AI puts sovereign AI control to the continuity test
Sovereign AI control is becoming a business continuity issue as autonomous agents take on essential enterprise workflows. Keeping data within national boundaries addresses part of the challenge, but organizations also need control over agent behavior, external dependencies and the economics of keeping those systems operational. Regulated enterprises need more than access to powerful models and […] The post Deliverance AI puts sovereign AI control to the continuity test appeared first on SiliconANGLE .
Disney offers $20M for Character.AI’s scandal-plagued chatbot tech
Disney may acquire tech from one of the first chatbot makers linked to child suicide.
Actress Mia Goth says it’s ‘incomprehensible’ that Instagram allowed an AI image of her to spread
Earlier this month, news broke that actress Mia Goth had filed for divorce from actor and filmmaker Shia LaBeouf. An Instagram post from the account miagoth_ - marked with a blue verified checkmark - quickly spread. The post shows Goth in a T-shirt that reads "MY EX IS MY BIGGEST FAN" in bold black letters. […]
10月13日 周二
Epic shifts to ‘AI-accelerated development’ for upcoming Disney game
Epic Games plans to use AI to generate code and art for an unannounced Disney game, which is now delayed from its original March release window, according to a report from Bloomberg. The project's developers have been given an "AI-first" mandate directing them to use tools like Anthropic's Claude more to finish the game. According […]
如果没有买家出现，Character.ai将关闭，标志着其从与Google达成27亿美元交易到申请破产的陨落
Character.ai已申请破产并正在寻找买家。如果没有买家接手，该平台将关闭。这家由Google前研究人员创立的公司曾拥有超过2000万用户，但如今正因涉及未成年人受害的诉讼和运营问题而苦苦挣扎。此次出售应在2026年底前完成。文章《如果没有买家出现，Character.ai将关闭，标志着其从与Google达成27亿美元交易到申请破产的陨落》最初发表于The Decoder。
On theCUBE Pod: AI doubters get loud, and IBM seeks competitive advantage
Americans have big concerns about artificial intelligence, but that hasn’t stopped OpenAI Inc., Nvidia Corp., IBM Corp. and others from charging ahead. Last week saw shares of Nvidia, CoreWeave Inc., Oracle Corp. and Nebius Group N.V. decline amid reports that OpenAI’s annualized net revenue was approximately $50 billion, roughly $20 billion below previously reported figures. […] The post On theCUBE Pod: AI doubters get loud, and IBM seeks competitive advantage appeared first on SiliconANGLE .
Western mathematicians fear AI makes them dumber while China builds an entire alliance for it
While 25 Fields Medal winners in the West warn against AI-generated proofs and parts of the community call for a boycott, China is going on the offensive. Fields Medal winner Shing-Tung Yau has launched an alliance of eight institutions and over 1,000 scientists to push AI into math research. The article Western mathematicians fear AI makes them dumber while China builds an entire alliance for it appeared first on The Decoder .
Amex introduces a framework to prevent AI agents from making unauthorized purchases
American Express is introducing a new framework designed to ensure AI agents only make purchases their users have authorized, potentially preventing costly mistakes and disputes as AI-powered shopping grows.