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AI 时代,编程语言选型更难也更重要:Go、Rust、Python、TypeScript 谁该上场?
AI前线· 2025-10-22 05:18
作者 | 傅宇琪、Tina 在 AI 写码逐渐成为"新常态"的当下,编程语言的选择反而更重要。 Flask 作者、创业者 Armin Ronacher 指出:语言背后是复杂的权衡,在 AI 时代必须 被重新审视;更关键的是,语言会直接影响 Agent 生成代码的质量。 Armin 认为,Go 在 AI 场景下更"对味",它抽象层薄、结构规整,便于模型读懂与改写。同一类小程序,他让 AI 分别用多种语言各写十次再比通过率, Go 明显优于 Python,也好于 Rust。与此同时,他也强调一个现实:无论你创办什么公司,最终都绕不开 Python。也许不会用它写核心服务,但只要 涉及机器学习或数据处理,Python 一定会出现。同理,JavaScript 也无法回避;既有 JavaScript,通常就会有 TypeScript。 更长远地看,"为人类与 Agent 共编而设计的下一代语言"正成为行业趋势。Armin 认为,现在正是创造"更完美语言"的窗口期:我们短期内不会摆脱 AI 生成代码的范式,而现有语言也未必是人机协作的最优解。那么,如今的创业公司在 Python / Go / Rust / TypeScr ...
4个00后,三年干出700亿超级独角兽
华尔街见闻· 2025-07-05 12:59
Core Viewpoint - The article highlights the significant potential of companies that provide essential tools and services in emerging industries, exemplified by Anysphere, which has rapidly grown in the AI programming tool sector, achieving a valuation of $9 billion after a recent $900 million funding round [3][4]. Group 1: Company Overview - Anysphere, the developer of the AI programming tool Cursor, was founded just three years ago and has completed multiple funding rounds, raising a total of $1.6 billion in less than a year [7][12]. - The company’s valuation skyrocketed by 380% compared to its previous funding round, reaching approximately $9 billion [4][14]. - Cursor aims to simplify programming for users with no coding experience, positioning itself as a crucial tool in the AI era [18]. Group 2: Business Performance - Anysphere reported revenues exceeding $1 billion within 14 months of its inception, setting a record for the fastest startup to achieve this milestone [14]. - By June, the company announced an annual recurring revenue (ARR) of $500 million, further establishing its rapid growth trajectory [15]. - Cursor's user base includes over half of the Fortune 500 companies, generating nearly 1 billion lines of code daily [28]. Group 3: Competitive Landscape - Anysphere faces competition from established AI programming tools like GitHub Copilot and Windsurf, but aims to differentiate itself through its advanced understanding of projects and conversational interface [23][25]. - The company’s unique selling proposition lies in its ability to automate complex programming tasks and adapt to individual coding styles, enhancing productivity [26][27]. Group 4: Market Trends - The article notes a high concentration of venture capital in the AI sector, with AI startups capturing 70% of investment in the U.S. and Canada [32]. - In contrast, investment in biotech has plummeted by 92% since its peak in 2018, indicating a shift in investor focus towards AI [34][35]. - The current investment landscape raises concerns about liquidity and the sustainability of funding for other sectors as capital flows heavily into AI [33].
4个00后,三年干出700亿超级独角兽
投中网· 2025-06-29 03:07
将投中网设为"星标⭐",第一时间收获最新推送 淘金者可能一无所获,但只要有人去淘金,铲子就总有销路 。 作者丨蒲凡 来源丨 投中网 在投资圈里,有个经典的方法论叫"卖铲子",说的是人们复盘历史的时候发现,当年那波加州淘金热里真正赚到大钱的不是那些泡在河床上筛出金子的 人,而是那些那些向淘金者出售必需工具和服务的人,比如卖铲子、铁镐、牛仔裤、甚至提供住宿和贷款的人——一个江湖传说是,知名的牛仔裤品 牌"李维斯"就是这么起家的。 这背后的逻辑再直白不过了, 淘金者可能一无所获,但只要有人去淘金,铲子就总有销路 。 而最近,人们再次见证了"卖铲子"的巨大潜力: 著名的 AI 编程工具 Cursor 开发商,成立仅三年的 Anysphere 正式对外确认,他们完成了一笔规模达 9 亿美元的新融资 ,领投方为Thrive Capital,其他投资方包括A16z、Accel和DST。 与此同时,他们估值的达到了惊人的 99 亿美元(约人民币 711 亿 元),相比于去年年底完成的 B 轮融资直接飙升了 380% 。 史上最猛独角兽 Anysphere本轮融资的消息实际上在今年5月就有消息,但在当时并没有引起太多人在意。 ...